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Publications of Prof. Dr. Hans-Peter Kriegel's Group

2017
555H.-P. Kriegel, E. Schubert, A. Zimek
The (black) art of runtime evaluation: Are we comparing algorithms or implementations?
Knowledge and Information Systems (KAIS), 52(2): 341–378, 2017.
554D. Basaran, E. Ntoutsi, A. Zimek
Redundancies in Data and their Effect on the Evaluation of Recommendation Systems: A Case Study on the Amazon Reviews Datasets
In Proceedings of the 17th SIAM International Conference on Data Mining (SDM), Houston, TX, 2017.
2016
553P. A. Jaskowiak, D. Moulavi, A. C. S. Furtado, R. J. G. B. Campello, A. Zimek, J. Sander
On strategies for building effective ensembles of relative clustering validity criteria
Knowledge and Information Systems (KAIS), 47(2): 329–354, 2016.
552G. O. Campos, A. Zimek, J. Sander, R. J. G. B. Campello, B. Micenková, E. Schubert, I. Assent, M. E. Houle
On the Evaluation of Unsupervised Outlier Detection: Measures, Datasets, and an Empirical Study
Data Mining and Knowledge Discovery, 30: 891–927, 2016.
551I. Assent, C. Domeniconi, F. Gullo, A. Tagarelli, A. Zimek
MultiClust 2013: Multiple Clusterings, Multi-view Data, and Multi-source Knowledge-driven Clustering Workshop Report
ACM SIGKDD Explorations, 18(1): 35–38, 2016.
550E. Schubert, M. Weiler, H.-P. Kriegel
SPOTHOT: Scalable Detection of Geo-spatial Events in Large Textual Streams
In Proceedings of the 28th International Conference on Scientific and Statistical Database Management (SSDBM), Budapest, Hungary, 2016.
549G. O. Campos, A. Zimek, J. Sander, R. J. G. B. Campello, B. Micenková, E. Schubert, I. Assent, M. E. Houle
On the Evaluation of Outlier Detection: Measures, Datasets, and an Empirical Study Continued
In Proceedings of the LWDA 2016 Workshops: KDML, FGWM, FGIR, and FGDB, Potsdam, Germany: 234, 2016.
548E. Schubert, M. Weiler, H.-P. Kriegel
Scalable Detection of Emerging Topics and Geo-spatial Events in Large Textual Streams
In Proceedings of the LWDA 2016 Workshops: KDML, FGWM, FGIR, and FGDB, Potsdam, Germany, 2016.
2015
547E. Schubert, A. Koos, T. Emrich, A. Züfle, K. A. Schmid, A. Zimek
A Framework for Clustering Uncertain Data
Proceedings of the VLDB Endowment, 8(12): 1976–1979, 2015.
546R. J. G. B. Campello, D. Moulavi, A. Zimek, J. Sander
Hierarchical Density Estimates for Data Clustering, Visualization, and Outlier Detection
ACM Transactions on Knowledge Discovery from Data (TKDD), 10(1): 5:1–51, 2015.
545T. Emrich, H.-P. Kriegel, P. Kröger, J. Niedermayer, M. Renz, A. Züfle
On Reverse-k-Nearest-Neighbor Joins
GeoInformatica, 19(2): 299–330, 2015.
544A. Zimek, J. Vreeken
The Blind Men and the Elephant: On Meeting the Problem of Multiple Truths in Data from Clustering and Pattern Mining Perspectives
Machine Learning, 98(1–2): 121–155, 2015.
543E. Schubert, M. Weiler, A. Zimek
Outlier Detection and Trend Detection: Two Sides of the Same Coin
In 1st International Workshop on Event Analytics using Social Media Data at the 15th IEEE International Conference on Data Mining (ICDM), Atlantic City, NJ, 2015.
542G. Jossé, M. Schubert, L. Zellner
EasyEV: Monitoring and Querying System for Electric Vehicle Fleets Using Smart Car Data
In Proceedings of the 14th International Symposium on Spatial and Temporal Databases (SSTD), Hong Kong, China: 497-502, 2015.
541M. Shekelyan, G. Jossé, M. Schubert
ParetoPrep: Efficient Lower Bounds for Path Skylines and Fast Path Computation
In Proceedings of the 14th International Symposium on Spatial and Temporal Databases (SSTD), Hong Kong, China: 40-58, 2015.
540G. Jossé, K. A. Schmid, A. Züfle, G. Skoumas, M. Schubert, D. Pfoser
Tourismo: A User-Preference Tourist Trip Search Engine
In Proceedings of the 14th International Symposium on Spatial and Temporal Databases (SSTD), Hong Kong, China: 514-519, 2015.
539G. Jossé, K. A. Schmid, M. Schubert
Probabilistic Resource Route Queries with Reappearance
In Proceedings of the 18th International Conference on Extending Database Technology (EDBT), Brussels, Belgium: 445–456, 2015.
538E. Schubert, A. Zimek, H.-P. Kriegel
Fast and Scalable Outlier Detection with Approximate Nearest Neighbor Ensembles
In Proceedings of the 20th International Conference on Database Systems for Advanced Applications (DASFAA), Hanoi, Vietnam: 19–36, 2015.
537H. O. Marques, R. J. G. B. Campello, A. Zimek, J. Sander
On the Internal Evaluation of Unsupervised Outlier Detection
In Proceedings of the 27th International Conference on Scientific and Statistical Database Management (SSDBM), San Diego, CA: 7:1–12, 2015.
536M. Shekelyan, G. Jossé, M. Schubert
Linear Path Skyline Computation in Multicriteria Networks
In Proceedings of the 31st International Conference on Data Engineering (ICDE), Seoul, South Korea: 459-470, 2015.
535J. Niedermayer, P. Kröger
Minimizing the Number of Keypoint Matching Queries for Object Retrieval
In Proceedings of the British Machine Vision Conference (BMVC), Swansea, UK, 2015.
534M. Weiler, K. A. Schmid, M. Renz, N. Mamoulis
Geo-Social Co-location Mining
In GeoRich: 2nd International ACM SIGMOD Workshop on Managing and Mining Enriched Geo-Spatial Data Held in Conjunction with SIGMOD 2015, Melbourne, Australia, 2015.
2014
533E. Schubert, A. Zimek, H.-P. Kriegel
Local Outlier Detection Reconsidered: a Generalized View on Locality with Applications to Spatial, Video, and Network Outlier Detection
Data Mining and Knowledge Discovery, 28(1): 190–237, 2014.
532A. Zimek, I. Assent, J. Vreeken
Frequent Pattern Mining Algorithms for Data Clustering
In C. C. Aggarwal, J. Han (ed.): Frequent Pattern Mining, Springer: 403–423, 2014.
531D. Moulavi, P. A. Jaskowiak, R. J. G. B. Campello, A. Zimek, J. Sander
Density-based Clustering Validation
In Proceedings of the 14th SIAM International Conference on Data Mining (SDM), Philadelphia, PA: 839–847, 2014.
530E. Schubert, A. Zimek, H.-P. Kriegel
Generalized Outlier Detection with Flexible Kernel Density Estimates
In Proceedings of the 14th SIAM International Conference on Data Mining (SDM), Philadelphia, PA: 542–550, 2014.
529J. Niedermayer, M. A. Nascimento, M. Renz, P. Kröger, H.-P. Kriegel
Continuous Quantile Query Processing in Wireless Sensor Networks
In Proceedings of the 17th International Conference on Extending Database Technology (EDBT), Athens, Greece: 247–258, 2014.
528M. Pourrajabi, D. Moulavi, R. J. G. B. Campello, A. Zimek, J. Sander, R. Goebel
Model Selection for Semi-Supervised Clustering
In Proceedings of the 17th International Conference on Extending Database Technology (EDBT), Athens, Greece: 331–342, 2014.
527M. Shekelyan, G. Jossé, M. Schubert, H.-P. Kriegel
Linear Path Skyline Computation in Bicriteria Networks
In Proceedings of the 19th International Conference on Database Systems for Advanced Applications (DASFAA), Bali, Indonesia: 173-187, 2014.
526T. Emrich, H.-P. Kriegel, N. Mamoulis, J. Niedermayer, M. Renz, A. Züfle
Reverse-Nearest Neighbor Queries on Uncertain Moving Object Trajectories
In Proceedings of the 19th International Conference on Database Systems for Advanced Applications (DASFAA), Bali, Indonesia: 92-107, 2014.
525M. Steinke, J. Niedermayer, P. Kröger
Selectivity Estimation of Reverse k-Nearest Neighbor Queries
In Proceedings of the 19th International Conference on Database Systems for Advanced Applications (DASFAA), Bali, Indonesia: 108–123, 2014.
524A. Züfle, T. Emrich, K. A. Schmid, N. Mamoulis, A. Zimek, M. Renz
Representative Clustering of Uncertain Data
In Proceedings of the 20th ACM International Conference on Knowledge Discovery and Data Mining (SIGKDD), New York, NY: 243–252, 2014.
523E. Schubert, M. Weiler, H.-P. Kriegel
SigniTrend: Scalable Detection of Emerging Topics in Textual Streams by Hashed Significance Thresholds
In Proceedings of the 20th ACM International Conference on Knowledge Discovery and Data Mining (SIGKDD), New York, NY: 871–880, 2014.
522G. Skoumas, K. A. Schmid, G. Jossé, A. Züfle, M. Nascimento, M. Renz, D. Pfoser
Towards Knowledge-Enriched Path Computation
In Proceedings of the 22nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM GIS), Dallas, TX: 485–488, 2014.
521A. Zimek, R. J. G. B. Campello, J. Sander
Data Perturbation for Outlier Detection Ensembles
In Proceedings of the 26th International Conference on Scientific and Statistical Database Management (SSDBM), Aalborg, Denmark: 13:1–12, 2014.
520M. Zimmermann, E. Ntoutsi, M. Spiliopoulou
Adaptive Semi Supervised Opinion Classifier With Forgetting Mechanism.
In Proceedings of the 29th ACM Symposium on Applied Computing (ACM SAC), Gyeongju, Korea: 805–812, 2014.
519X. H. Dang, I. Assent, R. T. Ng, A. Zimek, E. Schubert
Discriminative Features for Identifying and Interpreting Outliers
In Proceedings of the 30th International Conference on Data Engineering (ICDE), Chicago, IL: 88–99, 2014.
518J. Niedermayer, P. Kröger
Retrieval of Binary Features in Image Databases: A Study
In Proceedings of the 7th International Conference on Similarity Search and Applications (SISAP), Los Cabos, Mexico: 151–163, 2014.
517T. Emrich, M. Franzke, H.-P. Kriegel, J. Niedermayer, M. Renz, A. Züfle
An Extendable Framework for Managing Uncertain Spatio-Temporal Data
In Proceedings of the ACM International Conference on Management of Data (SIGMOD), Snowbird, UT: 1087-1090, 2014.
516F. Borutta, M. A. Nascimento, J. Niedermayer, P. Kröger
Monochromatic RkNN Queries in Time-Dependent Road Networks
In Proceedings of the Third ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems (MobiGIS), Dallas/Fort Worth, TX: 26–33, 2014.
2013
515K. Stefanidis, E. Ntoutsi, M. Petropoulos, K. Norvag, and H.-P. Kriegel
A Framework for Modeling, Computing and Presenting Time-aware Recommendations
Transactions on Large-Scale Data and Knowledge-Centered Systems (TLDKS), Special Issue on Database- and Expert-Systems Applications, 10: 146–172, 2013.
514R. J. G. B. Campello, D. Moulavi, A. Zimek, J. Sander
A framework for semi-supervised and unsupervised optimal extraction of clusters from hierarchies
Data Mining and Knowledge Discovery, 27(3): 344–371, 2013.
513K. Sim, V. Gopalkrishnan, A. Zimek, G. Cong
A survey on enhanced subspace clustering
Data Mining and Knowledge Discovery, 26(2): 332–397, 2013.
512A. Zimek, R. J. G. B. Campello, J. Sander
Ensembles for Unsupervised Outlier Detection: Challenges and Research Questions
ACM SIGKDD Explorations, 15(1): 11–22, 2013.
511C. Türmer, D. Dill, B. Wolf, T. Bernecker, H.-P. Kriegel, A. Scholz
Medizinisches Aktivitätsmonitoring
e-Health: 266–269, 2013.
510J. Niedermayer, A. Züfle, T. Emrich, M. Renz, N. Mamoulis, L. Chen, H.-P. Kriegel
Probabilistic Nearest Neighbor Queries on Uncertain Moving Object Trajectories
Proceedings of the VLDB Endowment, 7(3): 205–216, 2013.
509F. Graf, H.-P. Kriegel, M. Weiler
Robust Image Segmentation in Low Depth Of Field Images
Computing Research Repository, 2013.
508T. Bernecker, T. Emrich, H.-P. Kriegel, N. Mamoulis, M. Renz, S. Zhang, A. Züfle
Spatial Inverse Query Processing
GeoInformatica, 17(3): 449-487, 2013.
507A. Zimek
Clustering High-Dimensional Data
In C. C. Aggarwal, C. K. Reddy (ed.): Data Clustering: Algorithms and Applications, CRC Press: 201–230, 2013.
506A. Drachen, M. Schubert
Spatial Game Analytics
In M. S. El-Nasr, A. Drachen, A. Canossa (ed.): Game Analytics, Maximizing the Value of Player Data, Springer: 365–402, 2013.
505E. Schubert, A. Zimek, H.-P. Kriegel
Geodetic Distance Queries on R-Trees for Indexing Geographic Data
In Proceedings of the 13th International Symposium on Spatial and Temporal Databases (SSTD), Munich, Germany: 146–164, 2013.
504A. Balteanu, G. Jossé, M. Schubert
Mining Driving Preferences in Multi-cost Networks
In Proceedings of the 13th International Symposium on Spatial and Temporal Databases (SSTD), Munich, Germany: 74-91, 2013.
503T. Emrich, H.-P. Kriegel, P. Kröger, J. Niedermayer, M. Renz, A. Züfle
Reverse-k-Nearest-Neighbor Join Processing
In Proceedings of the 13th International Symposium on Spatial and Temporal Databases (SSTD), Munich, Germany: 277–294, 2013.
502J. Niedermayer, M. A. Nascimento, M. Renz, P. Kröger, K. Ammar, H.-P. Kriegel
Cost-Based Quantile Query Processing in Wireless Sensor Networks
In Proceedings of the 14th International Conference on Mobile Data Management (MDM), Milan, Italy: 237–246, 2013.
501T. Emrich, P. Kröger, J. Niedermayer, M. Renz, A. Züfle
A Mutual Pruning Approach for RkNN Join Processing
In Proceedings of the 15th GI-Fachtagung für Datenbanksysteme in Business, Technologie und Web (BTW), Magdeburg, Germany: 21–35, 2013.
500M. Zimmermann, E. Ntoutsi, M. Spiliopoulou
Extracting opinionated (sub)features from a stream of product reviews
In Proceedings of the 16th International Conference on Discovery Science (DS), Singapore: 340–355, 2013.
499A. Zimek, M. Gaudet, R. J. G. B. Campello, J. Sander
Subsampling for Efficient and Effective Unsupervised Outlier Detection Ensembles
In Proceedings of the 19th ACM International Conference on Knowledge Discovery and Data Mining (SIGKDD), Chicago, IL: 428–436, 2013.
498T. Emrich, H.-P. Kriegel, M. Mauder, M. Renz, G. Trajcevski, A. Züfle
Minimal spatio-temporal database repairs
In Proceedings of the 21st ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM GIS), Orlando, FL: 492–495, 2013.
497G. Jossé, M. Schubert, H.-P. Kriegel
Probabilistic Parking Queries using Aging Functions
In Proceedings of the 21st ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM GIS), Orlando, FL: 4, 2013.
496F. D. Winter, P. Kröger, J. Niedermayer, M. Renz
Autonomous Clustering for Wireless Sensor Networks
In Proceedings of the 25th International Conference on Scientific and Statistical Database Management (SSDBM), Baltimore, MD: 36:1–36:4, 2013.
495P. Zhang, R. Cheng, N. Mamoulis, M. Renz, A. Züfle, Y. Tang, T. Emrich
Voronoi-based Nearest Neighbor Search for Multi-Dimensional Uncertain Databases
In Proceedings of the 29th International Conference on Data Engineering (ICDE), Brisbane, Australia: 158–169, 2013.
494M. Mauder, P. Kröger, K.-L. Schinner
A similarity model for 3D objects based on stable sub-clouds
In Proceedings of the 6th International Conference on Similarity Search and Applications (SISAP), A Coruna, Spain: 213–218, 2013.
493T. Emrich, G. Jossé, H.-P. Kriegel, M. Mauder, J. Niedermayer, M. Renz, M. Schubert, A. Züfle
Optimal Distance Bounds for the Mahalanobis Distance
In Proceedings of the 6th International Conference on Similarity Search and Applications (SISAP), A Coruna, Spain: 175–181, 2013.
492J. Niedermayer, A. Züfle, T. Emrich, M. Renz, N. Mamoulis, L. Chen, H.-P. Kriegel
Similarity Search on Uncertain Spatio-Temporal Data
In Proceedings of the 6th International Conference on Similarity Search and Applications (SISAP), A Coruna, Spain: 43–49, 2013.
491E. Achtert, H.-P. Kriegel, E. Schubert, A. Zimek
Interactive Data Mining with 3D-Parallel-Coordinate-Trees
In Proceedings of the ACM International Conference on Management of Data (SIGMOD), New York City, NY: 1009–1012, 2013.
490A. Drachen, M. Schubert
Spatial game analytics and visualization
In Proceedings of the IEEE Conference on Computational Intelligence in Games (CIG), Niagara Falls, ON, Canada: 1–8, 2013.
489A. Zimek, E. Schubert, H.-P. Kriegel
Outlier Detection in High-Dimensional Data
Tutorial at the 17th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Gold Coast, Australia, 2013.
488I. Assent, C. Domeniconi, F. Gullo, A. Tagarelli, A. Zimek (eds),
4th MultiClust Workshop on Multiple Clusterings, Multi-view Data, and Multi-source Knowledge-driven Clustering, Held in Conjunction with the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Chicago, Illinois, USA
2013.
2012
487A. Zimek, E. Schubert, H.-P. Kriegel
A Survey on Unsupervised Outlier Detection in High-Dimensional Numerical Data
Statistical Analysis and Data Mining, 5(5): 363–387, 2012.
486A. Cavallaro, H.-P. Kriegel, M. Petri, M. Schubert
Semantic Localization driven Partial Image Retrieval in CT Series
Methods of Information in Medicine, 2012.
485H.-P. Kriegel, P. Kröger, A. Zimek
Subspace Clustering
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, 2(4): 351–364, 2012.
484H.-P. Kriegel, M. Schubert
Co-RCA: Unsupervised Distance-Learning for Multi-View Clustering
In 3rd MultiClust Workshop: Discovering, Summarizing and Using Multiple Clusterings Held in Conjunction with SIAM Data Mining 2012, Anaheim, CA: 11–18, 2012.
483H.-P. Kriegel, P. Kröger, E. Schubert, A. Zimek
Outlier Detection in Arbitrarily Oriented Subspaces
In Proceedings of the 12th IEEE International Conference on Data Mining (ICDM), Brussels, Belgium: 379–388, 2012.
482E. Ntoutsi, A. Zimek, T. Palpanas, P. Kröger, H.-P. Kriegel
Density-based Projected Clustering over High Dimensional Data Streams
In Proceedings of the 12th SIAM International Conference on Data Mining (SDM), Anaheim, CA: 987–998, 2012.
481E. Schubert, R. Wojdanowski, A. Zimek, H.-P. Kriegel
On Evaluation of Outlier Rankings and Outlier Scores
In Proceedings of the 12th SIAM International Conference on Data Mining (SDM), Anaheim, CA: 1047–1058, 2012.
480T. Bernecker, F. Graf, H.-P. Kriegel, N. Seiler, C. Tuermer, D. Dill
Knowing: A Generic Data Analysis Application
In Proceedings of the 15th International Conference on Extending Database Technology (EDBT), Berlin, Germany, 2012.
479E. Ntoutsi, K. Stefanidis, K. Norvag, H.-P. Kriegel
gRecs: A Group Recommendation System based on User Clustering
In Proceedings of the 17th International Conference on Database Systems for Advanced Applications (DASFAA), Busan, South Korea, 2012.
478T. Emrich, H.-P. Kriegel, J. Niedermayer, M. Renz, A. Suhartha, A. Züfle
Exploration of Monte-Carlo Based Probabilistic Query Processing in Uncertain Graphs
In Proceedings of the 21st ACM Conference on Information and Knowledge Management (CIKM), Maui, HI: 2728–2730, 2012.
477T. Emrich, H.-P. Kriegel, N. Mamoulis, M. Renz, A. Züfle
Indexing uncertain spatio-temporal data
In Proceedings of the 21st ACM Conference on Information and Knowledge Management (CIKM), Maui, HI: 395–404, 2012.
476T. Bernecker, T. Emrich, H.-P. Kriegel, M. Renz, A. Züfle
Probabilistic Ranking in Fuzzy Object Databases
In Proceedings of the 21st ACM Conference on Information and Knowledge Management (CIKM), Maui, HI: 2647–2650, 2012.
475K. Stefanidis, E. Ntoutsi, K. Norvag, and H.-P. Kriegel
A Framework for Time-aware Recommendations
In Proceedings of the 23rd International Conference on Database and Expert Systems Applications (DEXA), Vienna, Austria: 329–344, 2012.
474N. Hubig, A. Züfle, T. Emrich, M. A. Nascimento, M. Renz, H.-P. Kriegel
Continuous Probabilistic Sum Queries in Wireless Sensor Networks with Ranges
In Proceedings of the 24th International Conference on Scientific and Statistical Database Management (SSDBM), Chania, Crete, Greece: 96–105, 2012.
473T. Bernecker, H.-P. Kriegel, M. Renz, F. Verhein, A. Züfle
Probabilistic Frequent Pattern Growth for Itemset Mining in Uncertain Databases
In Proceedings of the 24th International Conference on Scientific and Statistical Database Management (SSDBM), Chania, Crete, Greece: 38–55, 2012.
472M. Zimmermann, E. Ntoutsi, Z.-F. Siddiqui, M. Spiliopoulou, H.-P. Kriegel
Discovering Global and Local Bursts in a Stream of News Data
In Proceedings of the 27th ACM Symposium on Applied Computing (ACM SAC), Trento, Italy, 2012.
471E. Achtert, S. Goldhofer, H.-P. Kriegel, E. Schubert, A. Zimek
Evaluation of Clusterings – Metrics and Visual Support
In Proceedings of the 28th International Conference on Data Engineering (ICDE), Washington, DC: 1285–1288, 2012.
470T. Emrich, H.-P. Kriegel, N. Mamoulis, M. Renz, A. Züfle
Querying Uncertain Spatio-Temporal Data
In Proceedings of the 28th International Conference on Data Engineering (ICDE), Washington, DC, 2012.
469K. Stefanidis, E. Ntoutsi, K. Norvag, and H.-P. Kriegel
A Framework for Time-aware Recommendations
In Proceedings of the 31st International Conference on Conceptual Modeling (ER), Florence, Italy, 2012.
468A. Sinelnikova, E. Ntoutsi, H.-P. Kriegel
Sentiment analysis in the Twitter stream
In Proceedings of the 36th Annual Conference of the German Classification Society on Data Analysis, Machine Learning and Knowledge Discovery (GFKL), Hildesheim, Germany, 2012.
467E. Ntoutsi, K. Stefanidis, K. Norvag, and H.-P. Kriegel
gRecs: A collaborative filtering framework for group recommendations
In Proceedings of the 36th Annual Conference of the German Classification Society on Data Analysis, Machine Learning and Knowledge Discovery (GFKL), Hildesheim, Germany, 2012.
466C. Lauschke, E. Ntoutsi
Monitoring User Evolution in Twitter
In Proceedings of the 3rd IEEE/ACM Workshop on Business Applications of Social Network Analysis (BASNA), in conjunction with ASONAM 2012, Istanbul, Turkey, 2012.
465H.-P. Kriegel, M. Petri, M. Schubert, M. Shekelyan, M. Stockerl
Efficient Similarity Search on 3D Bounding Box Annotations
In Proceedings of the SPIE Medical Imaging Conference 2012: Advanced PACS-based Imaging Informatics and Therapeutic Applications (SPIE), San Diego, CA: 8319-10, 2012.
464F. Graf, R. Greil, H.-P. Kriegel, M. Schubert, A. Cavallaro
Enhanced Detection of the Vertebrae in 2D CT-Images
In Proceedings of the SPIE Medical Imaging Conference 2012: Image Processing (SPIE), San Diego, CA, 2012.
463N. Seiler, T. Bernecker, F. Graf, C. Türmer, D. Dill, H.-P. Kriegel, B. Wolf
MedMon – Eine Applikation zur Auswertung medizinischer Sensordaten
In Electronics goes Medical (EgM), Munich, Germany, 2012.
462A. Zimek, E. Schubert, H.-P. Kriegel
Outlier Detection in High-Dimensional Data
Tutorial at the 12th International Conference on Data Mining (ICDM), Brussels, Belgium, 2012.
461E. Müller, T. Seidl, S. Venkatasubramanian, A. Zimek (eds),
3rd MultiClust Workshop: Discovering, Summarizing and Using Multiple Clusterings, Held in Conjunction with SIAM Data Mining 2012, Anaheim, CA
2012.
460T. Bernecker, F. Graf, H.-P. Kriegel, C. Mönnig, D. Dill, C. Türmer
Activity Recognition on 3D Accelerometer Data (Technical Report)
Technical Report, Institute for Informatics, Ludwig-Maximilians-Universität München, Germany, 2012.
2011
459H.-P. Kriegel, P. Kröger, J. Sander, A. Zimek
Density-based clustering
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, 1(3): 231–240, 2011.
458T. Bernecker, T. Emrich, H.-P. Kriegel, M. Renz, S. Zankl, A. Züfle
Efficient Probabilistic Reverse Nearest Neighbor Query Processing on Uncertain Data
Proceedings of the VLDB Endowment, 4(10): 669–680, 2011.
457H.-P. Kriegel, E. Schubert, A. Zimek
Evaluation of Multiple Clustering Solutions
In 2nd MultiClust Workshop: Discovering, Summarizing and Using Multiple Clusterings Held in Conjunction with ECML PKDD 2011, Athens, Greece: 55–66, 2011.
456J. Vreeken, A. Zimek
When Pattern Met Subspace Cluster – A Relationship Story
In 2nd MultiClust Workshop: Discovering, Summarizing and Using Multiple Clusterings Held in Conjunction with ECML PKDD 2011, Athens, Greece: 7–18, 2011.
455M. Nickel, V. Tresp, H.-P. Kriegel
A Three-Way Model for Collective Learning on Multi-Relational Data
In International Conference on Machine Learning: 809–816, 2011.
454F. Graf, H.-P. Kriegel, M. Schubert, S. Poelsterl, A. Cavallaro
2D Image Registration in CT Images using Radial Image Descriptors
In Medical Image Computing and Computer-Assisted Intervention (MICCAI), Toronto, Canada: 607–614, 2011.
453E. Ntoutsi, M. Spiliopoulou, Y. Theodoridis
Summarizing Cluster Evolution in Dynamic Environments
In Proc. of 11th International Conference on Computational Science and Its Applications (ICCSA), 2011.
452H.-P. Kriegel, P. Kröger, E. Schubert, A. Zimek
Interpreting and Unifying Outlier Scores
In Proceedings of the 11th SIAM International Conference on Data Mining (SDM), Mesa, AZ: 13–24, 2011.
451T. Emrich, H.-P. Kriegel, P. Kröger, M. Renz, J. Senner, A. Züfle
A Visual Evaluation Framework for Spatial Pruning Methods
In Proceedings of the 12th International Symposium on Spatial and Temporal Databases (SSTD), Minneapolis, MN: 507–511, 2011.
450A. Follmann, M. A. Nascimento, A. Züfle, M. Renz, P. Kröger, H.-P. Kriegel
Continuous Probabilistic Count Queries in Wireless Sensor Networks
In Proceedings of the 12th International Symposium on Spatial and Temporal Databases (SSTD), Minneapolis, MN: 279–296, 2011.
449T. Bernecker, T. Emrich, H.-P. Kriegel, N. Mamoulis, M. Renz, S. Zhang, A. Züfle
Inverse Queries For Multidimensional Spaces
In Proceedings of the 12th International Symposium on Spatial and Temporal Databases (SSTD), Minneapolis, MN: 330–347, 2011.
448H.-P. Kriegel, M. Schubert, A. Züfle
Managing and Mining Spatio-Temporal Data in Massive Multiplayer Online Games
In Proceedings of the 12th International Symposium on Spatial and Temporal Databases (SSTD), Minneapolis, MN: 441–444, 2011.
447T. Bernecker, M. E. Houle, H.-P. Kriegel, P. Kröger, M. Renz, E. Schubert, A. Zimek
Quality of Similarity Rankings in Time Series
In Proceedings of the 12th International Symposium on Spatial and Temporal Databases (SSTD), Minneapolis, MN: 422–440, 2011.
446A. Cavallaro, F. Graf, H.-P. Kriegel, M. Schubert, M. Thoma
Region of Interest Queries in CT Scans
In Proceedings of the 12th International Symposium on Spatial and Temporal Databases (SSTD), Minneapolis, MN: 56–73, 2011.
445E. Achtert, A. Hettab, H.-P. Kriegel, E. Schubert, A. Zimek
Spatial Outlier Detection: Data, Algorithms, Visualizations
In Proceedings of the 12th International Symposium on Spatial and Temporal Databases (SSTD), Minneapolis, MN: 512–516, 2011.
444T. Bernecker, H.-P. Kriegel, P. Kröger, M. Renz
TiP: Analyzing Periodic Time Series Patterns
In Proceedings of the 12th International Symposium on Spatial and Temporal Databases (SSTD), Minneapolis, MN: 491–495, 2011.
443F. Graf, H.-P. Kriegel, M. Renz, M. Schubert
MARiO: Multi Attribute Routing in Open Street Map
In Proceedings of the 12th International Symposium on Spatial and Temporal Databases (SSTD), Minneapolis, MN: 486–490, 2011.
442M. Schubert, H.-P. Kriegel
LOCAR: Local Compression of Alternative Routes
In Proceedings of the 19th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM GIS), Chicago, IL: 441–444, 2011.
441T. Bernecker, H.-P. Kriegel, N. Mamoulis, M. Renz, A. Züfle
Continuous Inverse Ranking Queries in Uncertain Streams
In Proceedings of the 23rd International Conference on Scientific and Statistical Database Management (SSDBM), Portland, OR: 37–54, 2011.
440H.-P. Kriegel, P. Kröger, E. Ntoutsi, A. Zimek
Density Based Subspace Clustering over Dynamic Data
In Proceedings of the 23rd International Conference on Scientific and Statistical Database Management (SSDBM), Portland, OR: 387–404, 2011.
439T. Bernecker, T. Emrich, H.-P. Kriegel, N. Mamoulis, M. Renz, A. Züfle
A Novel Probabilistic Pruning Approach to Speed Up Similarity Queries in Uncertain Databases
In Proceedings of the 27th International Conference on Data Engineering (ICDE), Hannover, Germany: 339–350, 2011.
438F. Graf, H.-P. Kriegel, S. Pölsterl, M. Schubert, A. Cavallaro
Position Prediction in CT Volume Scans
In Proceedings of the 28th International Conference on Machine Learning (ICML) Workshop on Learning for Global Challenges, Bellevue, Washington, WA, 2011.
437T. Bernecker, L. Chen, T. Emrich, H.-P. Kriegel, N. Mamoulis, A. Züfle
Managing Uncertain Spatio-Temporal Data
In Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Querying and Mining Uncertain Spatio-Temporal Data (QUeST), Chicago, IL: 16–20, 2011.
436K. Subramani, A. Velkov, E. Ntoutsi, P. Kröger, H-P. Kriegel
Density-based community detection in social networks
In Proceedings of the 2nd IEEE Workshop on Business Applications of Social Network Analysis (BASNA), in conjunction with IMSAA 2011, Bangalore, India, 2011.
435T. Bernecker, F. Graf, H.-P. Kriegel, C. Moennig, A. Zimek
BeyOND – Unleashing BOND
In Proceedings of the 37th International Conference on Very Large Data Bases (VLDB) Workshop on Ranking in Databases (DBRank), Seattle, WA: 34–39, 2011.
434F. Stegmaier, M. Döller, K. Schlegel, H. Kosch, S. Seifert, M. Kramer, A. Hutter, M. Thoma, H.-P. Kriegel, A. Cavallaro
Generische Datenintegration zur semantischen Diagnoseunterstützung im Projekt THESEUS MEDICO
In Proceedings of the 41st Jahrestagung der Gesellschaft für Informatik: Datenmanagement und Interoperabilität im Gesundheitswesen, Berlin, Germany: 41–55, 2011.
433F. Graf, H.-P. Kriegel, M. Weiler
Robust Segmentation of Relevant Regions in Low Depth of Field Images
In Proceedings of the IEEE International Conference on Image Processing (ICIP), Brussels, Belgium, 2011.
432S. Seifert, M. Thoma, F. Stegmaier, M. Hammon, M. Kramer, M. Huber, H.-P. Kriegel, A. Cavallaro, D. Comaniciu
Combined semantic and similarity search in medical image databases
In Proceedings of the SPIE Medical Imaging Conference 2011: Advanced PACS-based Imaging Informatics and Therapeutic Applications, Lake Buena Vista, FL, 7967: 7967–2, 2011.
431F. Graf, H.-P. Kriegel, M. Schubert, M. Strukelj, A. Cavallaro
Fully automatic detection of the vertebrae in 2D CT images
In Proceedings of the SPIE Medical Imaging Conference 2011: Image Processing (SPIE), Lake Buena Vista, FL, 7962: 79620C, 2011.
430K. Ammar, M. A. Nascimento, J. Niedermayer
An Adaptive Refinement-Based Algorithm for Median Queries in Wireless Sensor Networks
In Proceedings of the Tenth ACM International Workshop on Data Engineering for Wireless and Mobile Access (MobiDE), Athens, Greece: 9–16, 2011.
429N. Mitsou, E. Ntoutsi, D. Wollherr, C. Tzafestas, H.-P. Kriegel
Revealing cluster formation over huge volatile robotic data
In IEEE Wokshop on Domain Driven Data Mining (DDDM), Held in Conjunction with ICDM11, 2011.
428H.-P. Kriegel, E. Ntoutsi, M. Spiliopoulou, G. Tsoumakas, A. Zimek
Mining Complex Dynamic Data
Tutorial at the European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD), Athens, Greece, 2011.
427M. Petri
Similarity Search Applications in Medical Images
PhD Thesis, Ludwig-Maximilians-Universität München, 2011.
426F. Graf, H.-P. Kriegel, M. Schubert
Maximum Gain Round Trips with Cost Constraints
Technical Report, Ludwig-Maximilians-Universität München, Munich, Germany, 2011.
2010
425A. Zimek, F. Buchwald, E. Frank, S. Kramer
A Study of Hierarchical and Flat Classification of Proteins
IEEE/ACM Transactions on Computational Biology and Bioinformatics, 7(3): 563–571, 2010.
424M. Thoma, H. Cheng, A. Gretton, J. Han, H.-P. Kriegel, A. Smola, L. Song, P. S. Yu, X. Yan, K. M. Borgwardt
Discriminative Frequent Subgraph Mining with Optimality Guarantees
Statistical Analysis and Data Mining, 3(5): 302–318, 2010.
423J. Aßfalg, J. Gong, H.-P. Kriegel, A. Pryakhin, T. Wei, A. Zimek
Investigating a Correlation between Subcellular Localization and Fold of Proteins
Journal of Universal Computer Science, 16(5): 604–621, 2010.
422H.-P. Kriegel, P. Kröger, M. Renz, M. Schubert
Metric spaces in data mining: applications to clustering
journal, 2(2): 36–39, 2010.
421T. Bernecker, H.-P. Kriegel, M. Renz, F. Verhein, A. Züfle
Probabilistic Frequent Pattern Growth for Itemset Mining in Uncertain Databases (Technical Report)
Computing Research Repository, 2010.
420T. Bernecker, H.-P. Kriegel, N. Mamoulis, M. Renz, A. Züfle
Scalable Probabilistic Similarity Ranking in Uncertain Databases
IEEE Transactions on Knowledge and Data Engineering, 22(9): 1234–1246, 2010.
419M. Renz, R. Cheng, H.-P. Kriegel, A. Züfle, T. Bernecker
Similarity Search and Mining in Uncertain Databases
Proceedings of the VLDB Endowment, 3(1-2): 1653–1654, 2010.
418C. Türmer, D. Dill, A. Scholz, M. Gül, A. Stautner, T. Bernecker, F. Graf, B. Wolf
Conceptual design for an activity monitoring system concerning medical applications using triaxial accelerometry
In Austrian Society for Biomedical Engineering (BMT), Rostock, Germany, 2010.
417C. Türmer, D. Dill, A. Scholz, M. Gül, T. Bernecker, F. Graf, H.-P. Kriegel, B. Wolf
Concept of a medical activity monitoring system improving the dialog between doctors and patients concerning preventions, diagnostics and therapies
In Forum Medizin 21, Evidenzbasierte Medizin (EbM), Salzburg, Austria, 2010.
416M. Bundschus, A. Bauer-Mehren, V. Tresp, L. I. Furlong, H.-P. Kriegel
Digging for knowledge with information extraction: a case study on human gene-disease associations
In International Conference on Information and Knowledge Management: 1845–1848, 2010.
415E. Achtert, H.-P. Kriegel, L. Reichert, E. Schubert, R. Wojdanowski, A. Zimek
Visual Evaluation of Outlier Detection Models
In Proceedings of the 15th International Conference on Database Systems for Advanced Applications (DASFAA), Tsukuba, Japan: 396–399, 2010.
414J. Niedermayer, M. A. Nascimento, M. Renz, P. Kröger, H.-P. Kriegel
Exploiting Local Node Cache in Top-k Queries within Wireless Sensor Networks
In Proceedings of the 18th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM GIS), San Jose, CA: 434–437, 2010.
413F. Graf, H.-P. Kriegel, M. Renz, M. Schubert
Memory-Efficient A*-Search using Sparse Embeddings
In Proceedings of the 18th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM GIS), San Jose, CA: 462–465, 2010.
412T. Emrich, H.-P. Kriegel, P. Kröger, M. Renz, N. Xu, A. Züfle
Reverse k-Nearest Neighbor Monitoring on Mobile Objects
In Proceedings of the 18th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM GIS), San Jose, CA: 494–497, 2010.
411K. Kawagoe, T. Bernecker, H.-P. Kriegel, M. Renz, A. Zimek, and A. Züfle
Similarity Search in Time Series of Dynamical Model-based Systems
In Proceedings of the 21st International Conference on Database and Expert Systems Applications (DEXA), 2nd Workshop on Database Technology for Life Sciences and Medicine (DBLM), Bilbao, Spain: 110–114, 2010.
410M. E. Houle, H.-P. Kriegel, P. Kröger, E. Schubert, A. Zimek
Can Shared-Neighbor Distances Defeat the Curse of Dimensionality?
In Proceedings of the 22nd International Conference on Scientific and Statistical Database Management (SSDBM), Heidelberg, Germany: 482–500, 2010.
409T. Emrich, F. Graf, H.-P. Kriegel, M. Schubert, M. Thoma
Optimizing All-Nearest-Neighbor Queries with Trigonometric Pruning
In Proceedings of the 22nd International Conference on Scientific and Statistical Database Management (SSDBM), Heidelberg, Germany: 501–518, 2010.
408T. Emrich, F. Graf, H.-P. Kriegel, M. Schubert, M. Thoma
Similarity Estimation using Bayes Ensembles
In Proceedings of the 22nd International Conference on Scientific and Statistical Database Management (SSDBM), Heidelberg, Germany: 537–554, 2010.
407T. Bernecker, T. Emrich, F. Graf, H.-P. Kriegel, P. Kröger, M. Renz, E. Schubert, A. Zimek
Subspace Similarity Search: Efficient k-NN Queries in Arbitrary Subspaces
In Proceedings of the 22nd International Conference on Scientific and Statistical Database Management (SSDBM), Heidelberg, Germany: 555–564, 2010.
406H.-P. Kriegel, P. Kröger, H. Obermaier, J. Peters, M. Renz
Towards Archaeo-Informatics: Scientific Data Management for Archaeobiology
In Proceedings of the 22nd International Conference on Scientific and Statistical Database Management (SSDBM), Heidelberg, Germany: 169–177, 2010.
405T. Bernecker, T. Emrich, F. Graf, H.-P. Kriegel, P. Kröger, M. Renz, E. Schubert, A. Zimek
Subspace Similarity Search Using the Ideas of Ranking and Top-k Retrieval
In Proceedings of the 26th International Conference on Data Engineering (ICDE) Workshop on Ranking in Databases (DBRank), Long Beach, CA: 4–9, 2010.
404M. Schubert, M. Renz, H.-P. Kriegel
Route skyline queries: a multi-preference path planning approach
In Proceedings of the 26th International Conference on Data Engineering (ICDE), Long Beach, CA: 261–272, 2010.
403H.-P. Kriegel, P. Kröger, M. Renz
Techniques for efficiently searching in spatial, temporal, spatio-temporal, and multimedia databases.
In Proceedings of the 26th International Conference on Data Engineering (ICDE), Long Beach, CA: 1218–1219, 2010.
402T. Emrich, F. Graf, H.-P. Kriegel, M. Schubert, M. Thoma
On the Impact of Flash SSDs on Spatial Indexing
In Proceedings of the 6th International Workshop on Data Management on New Hardware (DaMoN), Indianapolis, IN: 3–8, 2010.
401T. Emrich, H.-P. Kriegel, P. Kröger, M. Renz, A. Züfle
Boosting Spatial Pruning: On Optimal Pruning of MBRs
In Proceedings of the ACM International Conference on Management of Data (SIGMOD), Indianapolis, IN: 39–50, 2010.
400F. Graf, H.-P. Kriegel, M. Renz, M. Schubert
PAROS: Pareto Optimal Route Selection
In Proceedings of the ACM International Conference on Management of Data (SIGMOD), Indianapolis, IN: 1199–1202, 2010.
399T. Emrich, F. Graf, H.-P. Kriegel, M. Schubert, M. Thoma, A. Cavallaro
CT Slice Localization via Instance-Based Regression
In Proceedings of the SPIE Medical Imaging Conference 2010: Image Processing (SPIE), San Diego, CA, 7623: 762320, 2010.
398I. Färber, S. Günnemann, H.-P. Kriegel, P. Kröger, E. Müller, E. Schubert, T. Seidl, A. Zimek
On Using Class-Labels in Evaluation of Clusterings
In MultiClust: 1st International Workshop on Discovering, Summarizing and Using Multiple Clusterings Held in Conjunction with KDD 2010, Washington, DC, 2010.
397H.-P. Kriegel, A. Zimek
Subspace Clustering, Ensemble Clustering, Alternative Clustering, Multiview Clustering: What Can We Learn From Each Other?
In MultiClust: 1st International Workshop on Discovering, Summarizing and Using Multiple Clusterings Held in Conjunction with KDD 2010, Washington, DC, 2010.
396H.-P. Kriegel, P. Kröger, E. Ntoutsi, A. Zimek
Towards subspace clustering on dynamic data: an incremental version of PreDeCon
In StreamKDD'10 - 1st International Workshop on Novel Data Stream Pattern Mining Techniques Held in Conjunction with KDD 2010, Washington, DC: 31–38, 2010.
395H.-P. Kriegel, P. Kröger, A. Zimek
Outlier Detection Techniques
Tutorial at the 16th ACM International Conference on Knowledge Discovery and Data Mining (SIGKDD), Washington, DC, 2010.
394H.-P. Kriegel, P. Kröger, A. Zimek
Outlier Detection Techniques
Tutorial at the 10th SIAM International Conference on Data Mining (SDM), Columbus, OH, 2010.
2009
393H.-P. Kriegel, P. Kröger, A. Zimek
Clustering High Dimensional Data: A Survey on Subspace Clustering, Pattern-based Clustering, and Correlation Clustering
ACM Transactions on Knowledge Discovery from Data (TKDD), 3(1): 1–58, 2009.
392A. Zimek
Correlation Clustering
ACM SIGKDD Explorations, 11(1): 53–54, 2009.
391G. Moise, A. Zimek, P. Kröger, H.-P. Kriegel, J. Sander
Subspace and Projected Clustering: Experimental Evaluation and Analysis
Knowledge and Information Systems (KAIS), 21(3): 299–326, 2009.
390J. Aßfalg, J. Gong, H.-P. Kriegel, A. Pryakhin, T. Wei, A. Zimek
Supervised Ensembles of Prediction Methods for Subcellular Localization
Journal of Bioinformatics and Computational Biology, 7(2): 269–285, 2009.
389H.-P. Kriegel, M. Schubert
KDD Pipeline
In L. Liu, M. T. Özsu (ed.): Encyclopedia of Database Systems, Springer: 1586–1587, 2009.
388P. Kröger, M. Renz
Multi-Step Query Processing
In L. Liu, M. T. Özsu (ed.): Encyclopedia of Database Systems, Springer: 1858–1862, 2009.
387P. Kröger, A. Zimek
Subspace Clustering Techniques
In L. Liu, M. T. Özsu (ed.): Encyclopedia of Database Systems, Springer: 2873–2875, 2009.
386H.-P. Kriegel, T. Bernecker, M. Renz, A. Züfle
Probabilistic Join Queries in Uncertain Databases (A Survey of Join Methods for uncertain data)
In C. C. Aggarwal (ed.): Managing and Mining Uncertain Data, Springer: 257–298, 2009.
385T. Emrich, H.-P. Kriegel, P. Kröger, M. Renz, A. Züfle
Incremental Reverse Nearest Neighbor Ranking in Vector Spaces
In Proceedings of the 11th International Symposium on Spatial and Temporal Databases (SSTD), Aalborg, Denmark: 265–282, 2009.
384E. Achtert, T. Bernecker, H.-P. Kriegel, E. Schubert, A. Zimek
ELKI in Time: ELKI 0.2 for the Performance Evaluation of Distance Measures for Time Series
In Proceedings of the 11th International Symposium on Spatial and Temporal Databases (SSTD), Aalborg, Denmark: 436–440, 2009.
383E. Achtert, H.-P. Kriegel, P. Kröger, M. Renz, A. Züfle
Reverse k-nearest neighbor search in dynamic and general metric databases
In Proceedings of the 12th International Conference on Extending Database Technology (EDBT), Saint-Petersburg, Russia: 886–897, 2009.
382T. Bernecker, H.-P. Kriegel, M. Renz, A. Züfle
Hot Item Detection in Uncertain Data
In Proceedings of the 13th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Bangkok, Thailand: 673–680, 2009.
381H.-P. Kriegel, P. Kröger, E. Schubert, A. Zimek
Outlier Detection in Axis-Parallel Subspaces of High Dimensional Data
In Proceedings of the 13th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Bangkok, Thailand: 831–838, 2009.
380J. Aßfalg, T. Bernecker, H.-P. Kriegel, P. Kröger, M. Renz
Periodic Pattern Analysis in Time Series Databases
In Proceedings of the 14th International Conference on Database Systems for Advanced Applications (DASFAA), Brisbane, Australia: 354–368, 2009.
379H.-P. Kriegel, P. Kröger, M. Renz
Techniques for Efficiently Searching in Spatial, Temporal, Spatio-temporal, and Multimedia Databases
In Proceedings of the 14th International Conference on Database Systems for Advanced Applications (DASFAA), Brisbane, Australia: 780–783, 2009.
378T. Bernecker, H.-P. Kriegel, M. Renz, F. Verhein, A. Züfle
Probabilistic Frequent Itemset Mining in Uncertain Databases
In Proceedings of the 15th ACM International Conference on Knowledge Discovery and Data Mining (SIGKDD), Paris, France: 119–128, 2009.
377T. Emrich, H.-P. Kriegel, P. Kröger, M. Renz, A. Züfle
Constrained Reverse Nearest Neighbor Search on Mobile Objects
In Proceedings of the 17th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM GIS), Seattle, WA: 197–206, 2009.
376H.-P. Kriegel, P. Kröger, E. Schubert, A. Zimek
LoOP: Local Outlier Probabilities
In Proceedings of the 18th ACM Conference on Information and Knowledge Management (CIKM), Hong Kong, China: 1649–1652, 2009.
375H.-P. Kriegel, P. Kröger, H. Obermaier, J. Peters, M. Renz, C. H. van der Meijden
OSSOBOOK: database and knowledgemanagement techniques for archaeozoology
In Proceedings of the 18th ACM Conference on Information and Knowledge Management (CIKM), Hong Kong, China: 2091–2092, 2009.
374J. Aßfalg, H.-P. Kriegel, P. Kröger, M. Renz
Probabilistic Similarity Search for Uncertain Time Series
In Proceedings of the 21st International Conference on Scientific and Statistical Database Management (SSDBM), New Orleans, LA: 435–443, 2009.
373H.-P. Kriegel, P. Kröger, M. Renz, A. Züfle, A. Katzdobler
Reverse k-Nearest Neighbor Search based on Aggregate Point Access Methods
In Proceedings of the 21st International Conference on Scientific and Statistical Database Management (SSDBM), New Orleans, LA: 444–460, 2009.
372H.-P. Kriegel, P. Kröger, M. Renz, A. Züfle, A. Katzdobler
Incremental Reverse Nearest Neighbor Ranking
In Proceedings of the 25th International Conference on Data Engineering (ICDE), Shanghai, China: 1560–1567, 2009.
371T. Bernecker, H.-P. Kriegel, M. Renz, A. Züfle
Probabilistic Ranking in Uncertain Vector Spaces
In Proceedings of the 2nd International Workshop on Managing Data Quality in Collaborative Information Systems (MCIS), Brisbane, Australia: 122–136, 2009.
370M. Bundschus, S. P. Yu, V. Tresp, A. Rettinger, M. Dejori, H.-P. Kriegel
Hierarchical Bayesian Models for Collaborative Tagging Systems
In Proceedings of the 9th IEEE International Conference on Data Mining (ICDM), Miami, FL: 728–733, 2009.
369M. Thoma, H. Cheng, A. Gretton, J. Han, H.-P. Kriegel, A. Smola, L. Song, P. S. Yu, X. Yan, K. M. Borgwardt
Near-optimal supervised feature selection among frequent subgraphs
In Proceedings of the 9th SIAM International Conference on Data Mining (SDM), Sparks, NV: 1075–1087, 2009.
368Y. Huang, V. Tresp, H.-P. Kriegel
Multivariate Prediction for Learning in Relational Graphs
In Proceedings of the Workshop on Analyzing Networks and Learning with Graphs at the 23rd Annual Conference on Neural Information Processing Systems (NIPS), Whistler, Canada, 2009.
367H.-P. Kriegel, P. Kröger, A. Zimek
Outlier Detection Techniques
Tutorial at the 13th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Bangkok, Thailand, 2009.
2008
366H.-P. Kriegel, P. Kröger, A. Zimek
Detecting clusters in moderate-to-high dimensional data: subspace clustering, pattern-based clustering, and correlation clustering
Proceedings of the VLDB Endowment, 1(2): 1528–1529, 2008.
365M. Bundschus, M. Dejori, M. Stetter, V. Tresp, H.-P. Kriegel
Extraction of semantic biomedical relations from text using conditional random fields
BMC Bioinformatics, 9, 2008.
364E. Achtert, C. Böhm, J. David, P. Kröger, A. Zimek
Global Correlation Clustering Based on the Hough Transform
Statistical Analysis and Data Mining, 1(3): 111–127, 2008.
363D. A. Keim, B. Bustos, S. Berchtold, H.-P. Kriegel
Indexing, X-Tree
In: Encyclopedia of GIS, Springer: 543–547, 2008.
362H.-P. Kriegel, P. Kunath, M. Renz
R*-Tree
In: Encyclopedia of GIS, Springer: 987–992, 2008.
361H.-P. Kriegel, P. Kröger, A. Pryakhin, M. Renz
Analysis of Time Series Using Compact Model-Based Descriptions
In Proceedings of the 13th International Conference on Database Systems for Advanced Applications (DASFAA), New Delhi, India: 698–701, 2008.
360H.-P. Kriegel, P. Kröger, A. Pryakhin, M. Renz, A. Zherdin
Approximate Clustering of Time Series using Compact Model-based Descriptions
In Proceedings of the 13th International Conference on Database Systems for Advanced Applications (DASFAA), New Delhi, India: 364–379, 2008.
359J. Aßfalg, M. Kats, H.-P. Kriegel, P. Kunath, A. Pryakhin
Index-Supported Similarity Search Using Multiple Representations
In Proceedings of the 13th International Conference on Database Systems for Advanced Applications (DASFAA), New Delhi, India: 504–511, 2008.
358H.-P. Kriegel, M. Schubert, A. Zimek
Angle-Based Outlier Detection in High-dimensional Data
In Proceedings of the 14th ACM International Conference on Knowledge Discovery and Data Mining (SIGKDD), Las Vegas, NV: 444–452, 2008.
357H.-P. Kriegel, P. Kunath, A. Pryakhin, M. Schubert
Distribution-Based Similarity for Multi-Represented Multimedia Objects
In Proceedings of the 14th IEEE International MultiMedia Modeling Conference (MMM), Kyoto, Japan: 155–164, 2008.
356J. Aßfalg, H.-P. Kriegel, P. Kröger, P. Kunath, A. Pryakhin, M. Renz
Similarity Search in Multimedia Time Series Data using Amplitude-Level Features
In Proceedings of the 14th IEEE International MultiMedia Modeling Conference (MMM), Kyoto, Japan: 123–133, 2008.
355H.-P. Kriegel, P. Kröger, M. Renz
Continuous Proximity Monitoring in Road Networks
In Proceedings of the 16th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM GIS), Irvine, CA: 12, 2008.
354H.-P. Kriegel, P. Kröger, E. Schubert, A. Zimek
A General Framework for Increasing the Robustness of PCA-based Correlation Clustering Algorithms
In Proceedings of the 20th International Conference on Scientific and Statistical Database Management (SSDBM), Hong Kong, China: 418–435, 2008.
353H.-P. Kriegel, P. Kröger, M. Renz, T. Schmidt
Hierarchical Graph Embedding for Efficient Query Processing in Very Large Traffic Networks
In Proceedings of the 20th International Conference on Scientific and Statistical Database Management (SSDBM), Hong Kong, China: 150–167, 2008.
352E. Achtert, H.-P. Kriegel, A. Zimek
ELKI: A Software System for Evaluation of Subspace Clustering Algorithms
In Proceedings of the 20th International Conference on Scientific and Statistical Database Management (SSDBM), Hong Kong, China: 580–585, 2008.
351T. Bernecker, H.-P. Kriegel, M. Renz
ProUD: Probabilistic Ranking in Uncertain Databases
In Proceedings of the 20th International Conference on Scientific and Statistical Database Management (SSDBM), Hong Kong, China: 558–565, 2008.
350H.-P. Kriegel, P. Kröger, P. Kunath, M. Renz, T. Schmidt
Efficient Query Processing in Large Traffic Networks
In Proceedings of the 24th International Conference on Data Engineering (ICDE), Cancun, Mexico: 1451–1453, 2008.
349H.-P. Kriegel, P. Kunath, A. Pryakhin, M. Schubert
MUSE: Multi-Represented Similarity Estimation
In Proceedings of the 24th International Conference on Data Engineering (ICDE), Cancun, Mexico: 1340–1342, 2008.
348J. Aßfalg, H.-P. Kriegel, P. Kröger, P. Kunath, A. Pryakhin, M. Renz
T-Time: Threshold-Based Data Mining on Time Series
In Proceedings of the 24th International Conference on Data Engineering (ICDE), Cancun, Mexico: 1620–1623, 2008.
347J. Aßfalg, J. Gong, H.-P. Kriegel, A. Pryakhin, T. Wei, A. Zimek
Supervised Ensembles of Prediction Methods for Subcellular Localization
In Proceedings of the 6th Annual Asia Pacific Bioinformatics Conference (APBC), Kyoto, Japan: 29–38, 2008.
346K. M. Borgwardt, X. Yan, M. Thoma, H. Cheng, A. Gretton, L. Song, A. Smola, J. Han, P. S. Yu, H.-P. Kriegel
Combining near-optimal feature selection with gSpan
In Proceedings of the 6th International Workshop on Mining and Learning with Graphs (MLG), Helsinki, Finland, 2008.
345C. Hübler, H.-P. Kriegel, K. M. Borgwardt, Z. Ghahramani
Metropolis Algorithms for Representative Subgraph Sampling
In Proceedings of the 8th IEEE International Conference on Data Mining (ICDM), Pisa, Italy: 283–292, 2008.
344E. Achtert, C. Böhm, J. David, P. Kröger, A. Zimek
Robust Clustering in Arbitrarily Oriented Subspaces
In Proceedings of the 8th SIAM International Conference on Data Mining (SDM), Atlanta, GA: 763–774, 2008.
343H.-P. Kriegel, M. Renz, M. Schubert, A. Züfle
Statistical Density Prediction in Traffic Networks
In Proceedings of the 8th SIAM International Conference on Data Mining (SDM), Atlanta, GA: 692–703, 2008.
342H.-P. Kriegel, P. Kröger, A. Zimek
Detecting Clusters in Moderate-to-High Dimensional Data: Subspace Clustering, Pattern-based Clustering, and Correlation Clustering
Tutorial at the 14th ACM International Conference on Knowledge Discovery and Data Mining (SIGKDD), Las Vegas, NV, 2008.
341H.-P. Kriegel, P. Kröger, A. Zimek
Detecting Clusters in Moderate-to-High Dimensional Data: Subspace Clustering, Pattern-based Clustering, and Correlation Clustering
Tutorial at the 12th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Osaka, Japan, 2008.
340H.-P. Kriegel, P. Kröger, A. Zimek
Detecting Clusters in Moderate-to-High Dimensional Data: Subspace Clustering, Pattern-based Clustering, and Correlation Clustering
Tutorial at the 34nd International Conference on Very Large Data Bases (VLDB), Auckland, New Zealand, 2008.
2007
339E. Achtert, C. Böhm, P. Kröger, P. Kunath, A. Pryakhin, M. Renz
Efficient Reverse k-Nearest Neighbor Estimation (extended version)
Informatik - Forschung und Entwicklung, 21(3-4): 179–195, 2007.
338H.-P. Kriegel, K. M. Borgwardt, P. Kröger, A. Pryakhin, M. Schubert, A. Zimek
Future Trends in Data Mining
Data Mining and Knowledge Discovery, 15(1): 87–97, 2007.
337S. Brecheisen, H.-P. Kriegel, P. Kröger, M. Pfeifle, M. Schubert, A. Zimek
Density-Based Data Analysis and Similarity Search
In V. A. Petrushin, L. Khan (ed.): Multimedia Data Mining and Knowledge Discovery, Springer: 94–115, 2007.
336H.-P. Kriegel, P. Kröger, P. Kunath, M. Renz
Generalizing the Optimality of Multi-step k-Nearest Neighbor Query Processing
In Proceedings of the 10th International Symposium on Spatial and Temporal Databases (SSTD), Boston, MA: 75–92, 2007.
335C. Böhm, P. Kunath, A. Pryakhin, M. Schubert
Querying Objects modeled by Arbitrary Probability Distributions
In Proceedings of the 10th International Symposium on Spatial and Temporal Databases (SSTD), Boston, MA: 294–311, 2007.
334J. Aßfalg, H.-P. Kriegel, A. Pryakhin, M. Schubert
Multi-Represented Classification based on Confidence Estimation
In Proceedings of the 11th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Nanjing, China: 23–34, 2007.
333C. Böhm, P. Kunath, A. Pryakhin, M. Schubert
Effective and Efficient Indexing for Large Video Databases
In Proceedings of the 12th GI-Fachtagung für Datenbanksysteme in Business, Technologie und Web (BTW), Aachen, Germany: 132–151, 2007.
332E. Achtert, C. Böhm, P. Kröger, P. Kunath, A. Pryakhin, M. Renz
Efficient Reverse k-Nearest Neighbor Estimation
In Proceedings of the 12th GI-Fachtagung für Datenbanksysteme in Business, Technologie und Web (BTW), Aachen, Germany: 344–363, 2007.
331E. Achtert, C. Böhm, H.-P. Kriegel, P. Kröger, I. Müller-Gorman, A. Zimek
Detection and Visualization of Subspace Cluster Hierarchies
In Proceedings of the 12th International Conference on Database Systems for Advanced Applications (DASFAA), Bangkok, Thailand: 152–163, 2007.
330J. Aßfalg, H.-P. Kriegel, P. Kröger, P. Kunath, A. Pryakhin, M. Renz
Interval-focused Similarity Search in Time Series Databases
In Proceedings of the 12th International Conference on Database Systems for Advanced Applications (DASFAA), Bangkok, Thailand: 586–597, 2007.
329H.-P. Kriegel, P. Kunath, M. Renz
Probabilistic Nearest-Neighbor Query on Uncertain Objects
In Proceedings of the 12th International Conference on Database Systems for Advanced Applications (DASFAA), Bangkok, Thailand: 337–348, 2007.
328O. Hilliges, P. Kunath, A. Pryakhin, A. Butz, H.-P. Kriegel
Browsing and Sorting Digital Pictures using Automatic Image Classification and Quality Analysis
In Proceedings of the 12th International Conference on Human-Computer Interaction (HCII), Beijing, China: 882–891, 2007.
327K. M. Borgwardt, H.-P. Kriegel, S.~V.~N. Vishwanathan, N. Schraudolph
Graph kernels for disease outcome prediction from protein-protein interaction networks
In Proceedings of the 12th Pacific Symposium on Biocomputing (PSB), Maui, HI: 4–15, 2007.
326H.-P. Kriegel, P. Kröger, P. Kunath, M. Renz, T. Schmidt
Proximity Queries in Large Traffic Networks
In Proceedings of the 15th ACM International Symposium on Advances in Geographic Information Systems (ACM GIS), Seattle, WA: 21, 2007.
325H. Gao, R. Sollacher, H.-P. Kriegel
Spiral Recurrent Neural Network for Online Learning
In Proceedings of the 15th European Symposium on Artificial Neural Networks (ESANN), Bruges, Belgium: 483–488, 2007.
324E. Achtert, C. Böhm, H.-P. Kriegel, P. Kröger, A. Zimek
On Exploring Complex Relationships of Correlation Clusters
In Proceedings of the 19th International Conference on Scientific and Statistical Database Management (SSDBM), Banff, Canada: 7–16, 2007.
323C. Böhm, M. Gruber, P. Kunath, A. Pryakhin, M. Schubert
ProVeR: Probabilistic Video Retrieval Using the Gauss-Tree
In Proceedings of the 23rd International Conference on Data Engineering (ICDE), Istanbul, Turkey: 1521–1522, 2007.
322K. M. Borgwardt, T. Petri, S. V. N. Vishwanathan, H.-P. Kriegel
An Efficient Sampling Scheme for Comparison of Large Graphs
In Proceedings of the 5th International Workshop on Mining and Learning with Graphs (MLG), Firenze, Italy, 2007.
321Z. Xu, V. Tresp, S. Yu, K. Yu, H.-P. Kriegel
Fast Inference in Infinite Hidden Relational Models
In Proceedings of the 5th International Workshop on Mining and Learning with Graphs (MLG), Firenze, Italy, 2007.
320E. Achtert, C. Böhm, H.-P. Kriegel, P. Kröger, A. Zimek
Robust, Complete, and Efficient Correlation Clustering
In Proceedings of the 7th SIAM International Conference on Data Mining (SDM), Minneapolis, MN: 413–418, 2007.
319H.-P. Kriegel, P. Kröger, A. Zimek
Detecting Clusters in Moderate-to-High Dimensional Data: Subspace Clustering, Pattern-based Clustering, and Correlation Clustering
Tutorial at the 7th International Conference on Data Mining (ICDM), Omaha, NE, 2007.
2006
318K. Kailing, H.-P. Kriegel, M. Pfeifle, S. Schönauer
Extending Metric Index Structures for Efficient Range Query Processing
Knowledge and Information Systems (KAIS), 10(2): 211–227, 2006.
317S. V. Vishwanathan, K. M. Borgwardt, O. Guttman, A. J. Smola
Kernel Extrapolation
Neurocomputing, 6(7–9): 721–729, 2006.
316E. Achtert, C. Böhm, S. Brecheisen, H.-P. Kriegel, P. Kunath, A. Pryakhin, M. Renz, M. Schubert
Komplexe Objektbeschreibungen zur Suche in Multimedia-Datenbanken
Datenbank-Spektrum, 6(19): 32–39, 2006.
315S. Yu, K. Yu, V. Tresp, H.-P. Kriegel
Multi-Output Regularized Feature Projection
IEEE Transactions on Knowledge and Data Engineering, 18(12): 1600–1613, 2006.
314S. Brecheisen, H.-P. Kriegel, M. Pfeifle
Multi-Step Density-Based Clustering
Knowledge and Information Systems (KAIS), 9(3): 284–308, 2006.
313H.-P. Kriegel, P. Kröger, M. Pfeifle, S. Brecheisen, M. Pötke, M. Schubert, T. Seidl
Similarity Search for Voxelized CAD Objects
In Z. Ma (ed.): Database Modeling for Industrial Data Management: Emerging Technologies and Applications, Idea Group Inc.: 115–147, 2006.
312E. Achtert, C. Böhm, H.-P. Kriegel, P. Kröger, I. Müller-Gorman, A. Zimek
Finding Hierarchies of Subspace Clusters
In Proceedings of the 10th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD), Berlin, Germany: 446–453, 2006.
311J. Aßfalg, H.-P. Kriegel, P. Kröger, P. Kunath, A. Pryakhin, M. Renz
Similarity Search on Time Series based on Threshold Queries
In Proceedings of the 10th International Conference on Extending Database Technology (EDBT), Munich, Germany: 276–294, 2006.
310S. Brecheisen, H.-P. Kriegel, P. Kunath, A. Pryakhin, F. Vorberger
MUSCLE: Music Classification Engine with User Feedback
In Proceedings of the 10th International Conference on Extending Database Technology (EDBT), Munich, Germany: 1164–1167, 2006.
309J. Aßfalg, H.-P. Kriegel, P. Kröger, P. Kunath, A. Pryakhin, M. Renz
TQuEST: Threshold Query Execution for Large Sets of Time Series
In Proceedings of the 10th International Conference on Extending Database Technology (EDBT), Munich, Germany: 1147–1150, 2006.
308S. Brecheisen, M. Gruber, H.-P. Kriegel, M. Schubert
VICO: Visualizing Connected Objects Orderings
In Proceedings of the 10th International Conference on Extending Database Technology (EDBT), Munich, Germany: 1151–1154, 2006.
307H.-P Kriegel, A. Pryakhin, M. Schubert
An EM-Approach for Clustering Multi-Instance Objects
In Proceedings of the 10th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Singapore: 139–148, 2006.
306E. Achtert, H.-P. Kriegel, A. Pryakhin, M. Schubert
Clustering Multi-Represented Objects Using Combination Trees
In Proceedings of the 10th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Singapore: 174–178, 2006.
305S. Brecheisen, H.-P. Kriegel, M. Pfeifle
Parallel Density-Based Clustering of Complex Objects
In Proceedings of the 10th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Singapore: 179–188, 2006.
304E. Achtert, C. Böhm, P. Kröger
DeLiClu: Boosting Robustness, Completeness, Usability, and Efficiency of Hierarchical Clustering by a Closest Pair Ranking
In Proceedings of the 10th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Singapore: 119–128, 2006.
303H.-P. Kriegel, P. Kunath, M. Pfeifle, M. Renz
Probabilistic Similarity Join on Uncertain Data
In Proceedings of the 11th International Conference on Database Systems for Advanced Applications (DASFAA), Singapore: 295–309, 2006.
302K. M. Borgwardt, S. V. N. Vishwanathan, H.-P. Kriegel
Class prediction from time series gene expression profiles using dynamical systems kernels
In Proceedings of the 11th Pacific Symposium on Biocomputing (PSB), Maui, HI: 547–558, 2006.
301E. Achtert, C. Böhm, H.-P. Kriegel, P. Kröger, A. Zimek
Deriving Quantitative Models for Correlation Clusters
In Proceedings of the 12th ACM International Conference on Knowledge Discovery and Data Mining (SIGKDD), Philadelphia, PA: 4–13, 2006.
300S. Yu, K. Yu, V Tresp, H.-P. Kriegel, M. Wu
Supervised Probabilistic Principal Component Analysis
In Proceedings of the 12th ACM International Conference on Knowledge Discovery and Data Mining (SIGKDD), Philadelphia, PA: 464–473, 2006.
299H.-P. Kriegel, P. Kröger, P. Kunath, A. Pryakhin
Effective Similarity Search in Multimedia Databases using Multiple Representations
In Proceedings of the 12th IEEE International MultiMedia Modeling Conference (MMM), Beijing, China: 389–392, 2006.
298K. M. Borgwardt, A. Gretton, M. Rasch, H.-P. Kriegel, B. Schölkopf, A. J. Smola
Integrating structured biological data by Kernel Maximum Mean Discrepancy
In Proceedings of the 14th International Conference on Intelligent Systems for Molecular Biology (ISMB), Fortaleza, Brazil: 49–57, 2006.
297E. Achtert, C. Böhm, P. Kröger, P. Kunath, A. Pryakhin, M. Renz
Approximate Reverse k-Nearest Neighbor Queries in General Metric Spaces
In Proceedings of the 15th ACM Conference on Information and Knowledge Management (CIKM), Arlington, VA: 788–789, 2006.
296J. Aßfalg, K. M. Borgwardt, H.-P. Kriegel
3DString: A Feature String Kernel for 3D Object Classification on Voxelized Data
In Proceedings of the 15th ACM Conference on Information and Knowledge Management (CIKM), Arlington, VA: 198–207, 2006.
295S. Yu, K. Yu, V. Tresp, H.-P. Kriegel
Variational Bayesian Dirichlet-Multinomial Allocation for Exponential Family Mixtures
In Proceedings of the 17th European Conference on Machine Learning (ECML), Berlin, Germany: 841–848, 2006.
294 H.-P. Kriegel, P. Kröger, M. Schubert, Z. Zhu
Efficient Query Processing in Arbitrary Subspaces Using Vector Approximations
In Proceedings of the 18th International Conference on Scientific and Statistical Database Management (SSDBM), Vienna, Austria: 184–190, 2006.
293E. Achtert, C. Böhm, P. Kröger, A. Zimek
Mining Hierarchies of Correlation Clusters
In Proceedings of the 18th International Conference on Scientific and Statistical Database Management (SSDBM), Vienna, Austria: 119–128, 2006.
292C. Böhm, A. Pryakhin, M. Schubert
Probabilistic Ranking Queries on Gaussians
In Proceedings of the 18th International Conference on Scientific and Statistical Database Management (SSDBM), Vienna, Austria: 169–178, 2006.
291J. Aßfalg, H.-P. Kriegel, P. Kröger, P. Kunath, A. Pryakhin, M. Renz
Time Series Analysis Using the Concept of Adaptable Threshold Similarity
In Proceedings of the 18th International Conference on Scientific and Statistical Database Management (SSDBM), Vienna, Austria: 251–260, 2006.
290A. Gretton, K. M. Borgwardt, M. Rasch, B. Schölkopf, A. Smola
A Kernel Method for the Two-Sample-Problem
In Proceedings of the 20th Annual Conference on Neural Information Processing Systems (NIPS), Vancouver, BC: 513–520, 2006.
289J. Huang, A. Smola, A. Gretton, K. M. Borgwardt, B. Schölkopf
Correcting Sample Selection Bias by Unlabeled Data
In Proceedings of the 20th Annual Conference on Neural Information Processing Systems (NIPS), Vancouver, BC: 601–608, 2006.
288S. V. N. Vishwanathan, K. M. Borgwardt, N. Schraudolph
Fast Computation of Graph Kernels
In Proceedings of the 20th Annual Conference on Neural Information Processing Systems (NIPS), Vancouver, BC: 1449–1456, 2006.
287C. Böhm, A. Pryakhin, M. Schubert
The Gauss-Tree: Efficient Object Identification of Probabilistic Feature Vectors
In Proceedings of the 22nd International Conference on Data Engineering (ICDE), Atlanta, GA: 9, 2006.
286J. Aßfalg, H.-P. Kriegel, P. Kröger, P. Kunath, A. Pryakhin, M. Renz
Threshold Similarity Queries in Large Time Series Databases
In Proceedings of the 22nd International Conference on Data Engineering (ICDE), Atlanta, GA: 149, 2006.
285H.-P. Kriegel, P. Kunath, M. Pfeifle, M. Renz
ViEWNet: Visual Exploration of Region-Wide Traffic Networks
In Proceedings of the 22nd International Conference on Data Engineering (ICDE), Atlanta, GA: 166, 2006.
284Z. Xu, V. Tresp, K. Yu, H.-P. Kriegel
Infinite Hidden Relational Models
In Proceedings of the 22nd International Conference on Uncertainty in Artificial Intelligence (UAI), Cambridge, MA, 2006.
283S. Yu, K. Yu, V. Tresp, H.-P. Kriegel
Collaborative Ordinal Regression
In Proceedings of the 23rd International Conference on Machine Learning (ICML), Pittsburgh, PA: 1089–1096, 2006.
282J. Aßfalg, H.-P. Kriegel, P. Kröger, P. Kunath, A. Pryakhin, M. Renz
Semi-supervised Threshold Queries on Pharmacogenomics Time Series
In Proceedings of the 4th Annual Asia Pacific Bioinformatics Conference (APBC), Taipei, Taiwan: 307–316, 2006.
281K. M. Borgwardt, H.-P. Kriegel, P. Wackersreuther
Pattern Mining in Frequent Dynamic Subgraphs
In Proceedings of the 6th IEEE International Conference on Data Mining (ICDM), Hong Kong, China: 818–822, 2006.
280H.-P. Kriegel, A. Pryakhin, M. Schubert, A. Zimek
COSMIC: Conceptually Specified Multi-Instance Clusters
In Proceedings of the 6th IEEE International Conference on Data Mining (ICDM), Hong Kong, China: 917–921, 2006.
279H.-P. Kriegel, M. Schubert
Advanced Prototype Machines: Exploring Prototypes for Classification
In Proceedings of the 6th SIAM International Conference on Data Mining (SDM), Bethesda, MD: 176–188, 2006.
278E. Achtert, C. Böhm, P. Kröger, P. Kunath, A. Pryakhin, M. Renz
Efficient Reverse k-Nearest Neighbor Search in Arbitrary Metric Spaces
In Proceedings of the ACM International Conference on Management of Data (SIGMOD), Chicago, IL: 515–526, 2006.
277K. M. Borgwardt, S. Boettger, H.-P. Kriegel
VGM: Visual Graph Mining
In Proceedings of the ACM International Conference on Management of Data (SIGMOD), Chicago, IL: 733–735, 2006.
276S. Brecheisen, H.-P. Kriegel, P. Kunath, A. Pryakhin
Hierarchical Genre Classification for Large Music Collections
In Proceedings of the IEEE International Conference on Multimedia and Expo (ICME), Toronto, ON, Canada: 1385–1388, 2006.
275Z. Xu, V. Tresp, K. Yu, H.-P. Kriegel
Learning Infinite Hidden Relational Models
In Proceedings of the Workshop on Statistical Relational Learning (SRL) at the 23rd International Conference on Machine Learning (ICML), Pittsburgh, PA, 2006.
2005
274K. M. Borgwardt, C. S. Ong, S. Schönauer, S. V. N. Vishwanathan, A. J. Smola, H.-P. Kriegel
Protein function prediction via graph kernels
Bioinformatics, 21(Suppl 1): i47–i56, 2005.
273H.-P. Kriegel, M. Pfeifle, M. Pötke, T. Seidl, J. Enderle
Object-Relational Spatial Indexing
In Y. Manolopoulos, A. Papadopoulos, M. Vassilakopoulos (ed.): Spatial Databases: Technologies, Techniques and Trends, Idea Group Inc.: 49–80, 2005.
272R. Ramakrishnan, R. Agrawal, J.Ch. Freytag, T. Bollinger, C. W. Clifton, S. Dzeroski, J. Hipp, D. Keim, St. Kramer, H.-P. Kriegel, U. Leser, B. Liu, H. Mannila, R. Meo, S. Morishita, R. Ng, J. Pei, P. Raghavan, M. Spiliopoulou, J. Srivastava, V. Torra
Data Mining: The Next Generation
In Perspectives Workshop: Data Mining: The Next Generation, 2005.
271H.-P. Kriegel, P. Kunath, M. Pfeifle, M. Renz
Distributed Intersection Join of Complex Interval Sequences
In Proceedings of the 10th International Conference on Database Systems for Advanced Applications (DASFAA), Beijing, China: 748–760, 2005.
270H.-P. Kriegel, A. Pryakhin, M. Schubert
Multi-represented kNN-Classification for Large Class Sets
In Proceedings of the 10th International Conference on Database Systems for Advanced Applications (DASFAA), Beijing, China: 511–522, 2005.
269H.-P. Kriegel, M. Pfeifle
Density-based clustering of uncertain data
In Proceedings of the 11th ACM International Conference on Knowledge Discovery and Data Mining (SIGKDD), Chicago, IL: 672–677, 2005.
268S. Brecheisen, H.-P. Kriegel, M. Pfeifle
Efficient Similarity Search on Vector Sets
In Proceedings of the 11th GI-Fachtagung für Datenbanksysteme in Business, Technologie und Web (BTW), Karlsruhe, Germany: 425–443, 2005.
267H.-P. Kriegel, M. Pfeifle
Measuring the Quality of Approximated Clusterings
In Proceedings of the 11th GI-Fachtagung für Datenbanksysteme in Business, Technologie und Web (BTW), Karlsruhe, Germany: 415–424, 2005.
266H.-P. Kriegel, P. Kunath, M. Pfeifle, M. Renz
Database Support for Haptic Exploration in Very Large Virtual Environments
In Proceedings of the 11th IEEE International MultiMedia Modeling Conference (MMM), Melbourne, Australia: 352–357, 2005.
265K. M. Borgwardt, O. Guttman, S. V. N. Vishwanathan, A. J. Smola
Joint Regularization
In Proceedings of the 13th European Symposium on Artificial Neural Networks (ESANN), Bruges, Belgium: 455–460, 2005.
264K. M. Borgwardt, C. S. Ong, S. Schönauer, S. V. N. Vishwanathan, A. J. Smola, H.-P. Kriegel
Protein Function Prediction via Graph Kernels
In Proceedings of the 13th International Conference on Intelligent Systems for Molecular Biology (ISMB), Detroit, MI: 47–56, 2005.
263H.-P. Kriegel, M. Pfeifle
Efficient and effective server-sided distributed clustering
In Proceedings of the 14th ACM Conference on Information and Knowledge Management (CIKM), Bremen, Germany: 339–340, 2005.
262H.-P. Kriegel, M. Pfeifle
Clustering Moving Objects via Medoid Clusterings
In Proceedings of the 17th International Conference on Scientific and Statistical Database Management (SSDBM), Santa Barbara, CA: 153–162, 2005.
261H.-P. Kriegel, M. Pfeifle
Fuzzy Decomposition of Spatially Extended Objects
In Proceedings of the 17th International Conference on Scientific and Statistical Database Management (SSDBM), Santa Barbara, CA: 293–296, 2005.
260Z. Xu, V. Tresp, K. Yu, S. Yu, H.-P. Kriegel
Dirichlet Enhanced Relational Learning
In Proceedings of the 22nd International Conference on Machine Learning (ICML), Bonn, Germany: 1004–1011, 2005.
259 H.-P. Kriegel, P. Kröger, M. Renz, S. Wurst
A Generic Framework for Efficient Subspace Clustering of High-Dimensional Data
In Proceedings of the 5th IEEE International Conference on Data Mining (ICDM), Houston, TX: 250–257, 2005.
258H.-P. Kriegel, P. Kröger, A. Pryakhin, M. Schubert
Effective and Efficient Distributed Model-based Clustering
In Proceedings of the 5th IEEE International Conference on Data Mining (ICDM), Houston, TX: 258–265, 2005.
257H.-P. Kriegel, M. Pfeifle
Hierarchical Density-Based Clustering of Uncertain Data
In Proceedings of the 5th IEEE International Conference on Data Mining (ICDM), Houston, TX: 689–692, 2005.
256Y. Huang, K. Yu, M. Schubert, S. Yu, H.-P. Kriegel
Hierarchy-Regularized Latent Semantic Indexing
In Proceedings of the 5th IEEE International Conference on Data Mining (ICDM), Houston, TX: 178–185, 2005.
255E. Achtert, C. Böhm, H.-P. Kriegel, P. Kröger
Online Hierarchical Clustering in a Data Warehouse Environment
In Proceedings of the 5th IEEE International Conference on Data Mining (ICDM), Houston, TX: 10–17, 2005.
254K. M. Borgwardt, H.-P. Kriegel
Shortest-Path Kernels on Graphs
In Proceedings of the 5th IEEE International Conference on Data Mining (ICDM), Houston, TX: 74–81, 2005.
253H.-P. Kriegel, P. Kunath, M. Pfeifle, M. Renz
Efficient Join Processing for Complex Rasterized Objects
In Proceedings of the 7th International Conference on Enterprise Information Systems (ICEIS), Miami, FL: 20–30, 2005.
252S. Yu, K. Yu, V. Tresp, H.-P. Kriegel
A Probabilistic Clustering-Projection Model for Discrete Data
In Proceedings of the 9th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD), Porto, Portugal: 417–428, 2005.
251J. Aßfalg, H.-P. Kriegel, P. Kröger, M. Pötke
Accurate and Efficient Similarity Search on 3D Objects Using Point Sampling, Redundancy, and Proportionality
In Proceedings of the 9th International Symposium on Spatial and Temporal Databases (SSTD), Angra dos Reis, Brazil: 200–217, 2005.
250C. Böhm, H.-P. Kriegel, P. Kröger, P. Linhart
Selectivity Estimation of High Dimensional Window Queries Via Clustering
In Proceedings of the 9th International Symposium on Spatial and Temporal Databases (SSTD), Angra dos Reis, Brazil: 1–18, 2005.
249H.-P. Kriegel, P. Kunath, M. Pfeifle, M. Renz
Approximated Clustering of Distributed High-Dimensional Data
In Proceedings of the 9th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Hanoi, Vietnam: 432–441, 2005.
248K. M. Borgwardt, H.-P. Kriegel
Kernel Methods for Protein Function Prediction
In Proceedings of the Automated Function Prediction (AFP) at the International Conference on Intelligent Systems for Molecular Biology (ISMB), Detroit, MI, 2005.
247E. Achtert, H.-P. Kriegel, A. Pryakhin, M. Schubert
Hierarchical Density-Based Clustering for Multi-Represented Objects
In Workshop on Mining Complex Data (MCD) on the 5th IEEE International Conference on Data Mining (ICDM), Houston, TX: 9, 2005.
2004
246S. Brecheisen, H.-P. Kriegel, P. Kunath, M. Pfeifle
Der virtuelle Prototyp: Datenbankunterstützung für CAD-Anwendungen
Datenbank-Spektrum, 4(10): 22–29, 2004.
245C. Böhm, K. Kailing, P. Kröger, H.-P. Kriegel
Immer größere und komplexere Datenmengen: Herausforderungen für Clustering-Algorithmen
Datenbank-Spektrum, 4(9): 11–17, 2004.
244K. Yu, A. Schwaighofer, V. Tresp, X. Xu, H.-P. Kriegel
Probabilistic Memory-based Collaborative Filtering
IEEE Transactions on Knowledge and Data Engineering, 16(1): 56–69, 2004.
243H.-P. Kriegel, M. Pfeifle, S. Schönauer
Similarity Search in Biological and Engineering Databases
IEEE Data Engineering Bulletin, 27(4): 37–44, 2004.
242C. Böhm, F. Krebs
The k-Nearest Neighbor Join: Turbo Charging the KDD Process
Knowledge and Information Systems (KAIS), 6(6): 728–749, 2004.
241H.-P. Kriegel, P. Kunath, M. Pfeifle, M. Renz
Object-Relational Management of Complex Geographical Objects
In Proceedings of the 12th ACM International Workshop on Geographic Information Systems (ACM GIS), Washington, DC: 109–117, 2004.
240H.-P. Kriegel, P. Kunath, M. Pfeifle, M. Renz
Efficient Query Processing on Relational Data-Partitioning Index Structures
In Proceedings of the 16th International Conference on Scientific and Statistical Database Management (SSDBM), Santorini Island, Greece: 119–122, 2004.
239H.-P. Kriegel, P. Kunath, M. Pfeifle, M. Renz
Spatial Join for High-Resolution Objects
In Proceedings of the 16th International Conference on Scientific and Statistical Database Management (SSDBM), Santorini Island, Greece: 151–160, 2004.
238K. Kailing, H.-P. Kriegel, S. Schönauer, T. Seidl
Efficient Similarity Search in Large Databases of Tree Structured Objects
In Proceedings of the 20th International Conference on Data Engineering (ICDE), Boston, MA: 835–836, 2004.
237S. Brecheisen, H.-P. Kriegel, P. Kröger, M. Pfeifle, M. Pötke, M. Viermetz
BOSS: Browsing OPTICS-Plots for Similarity Search
In Proceedings of the 20th International Conference on Data Engineering (ICDE), Boston, MA: 858, 2004.
236M. Ester, H.-P. Kriegel, M. Schubert
Accurate and Efficient Crawling for Relevant Websites
In Proceedings of the 30th International Conference on Very Large Data Bases (VLDB), Toronto, Canada: 396–407, 2004.
235C. Böhm, K. Kailing, H.-P. Kriegel, P. Kröger
Density Connected Clustering with Local Subspace Preferences
In Proceedings of the 4th IEEE International Conference on Data Mining (ICDM), Brighton, UK: 27–34, 2004.
234S. Brecheisen, H.-P. Kriegel, M. Pfeifle
Efficient Density-Based Clustering of Complex Objects
In Proceedings of the 4th IEEE International Conference on Data Mining (ICDM), Brighton, UK: 43–50, 2004.
233C. Baumgartner, K. Kailing, H.-P. Kriegel, P. Kröger, C. Plant
Subspace Selection for Clustering High-Dimensional Data
In Proceedings of the 4th IEEE International Conference on Data Mining (ICDM), Brighton, UK: 11–18, 2004.
232K. Kailing, H.-P. Kriegel, P. Kröger
Density-Connected Subspace Clustering for High-Dimensional Data
In Proceedings of the 4th SIAM International Conference on Data Mining (SDM), Lake Buena Vista, FL: 246–257, 2004.
231H.-P. Kriegel, P. Kröger, A. Pryakhin, M. Schubert
Using Support Vector Machines for Classifying Large Sets of Multi-Represented Objects
In Proceedings of the 4th SIAM International Conference on Data Mining (SDM), Lake Buena Vista, FL: 102–114, 2004.
230 S. Brecheisen, H.-P. Kriegel, P. Kröger, M. Pfeifle
Visually Mining Through Cluster Hierarchies
In Proceedings of the 4th SIAM International Conference on Data Mining (SDM), Lake Buena Vista, FL: 400–412, 2004.
229K. Kailing, H.-P. Kriegel, M. Pfeifle, S. Schönauer
Efficient Indexing of Complex Objects for Density-based Clustering
In Proceedings of the 5th International Workshop on Multimedia Data Mining (MDM/KDD), Seattle, WA: 28–37, 2004.
228E. Januzaj, H.-P. Kriegel, M. Pfeifle
Scalable Density-Based Distributed Clustering
In Proceedings of the 8th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD), Pisa, Italy: 231–244, 2004.
227K. Kailing, H.-P. Kriegel, S. Schönauer
Content-Based Image Retrieval Using Multiple Representations
In Proceedings of the 8th International Conference on Knowledge-Based Intelligent Information and Engineering Systems (KES), Wellington, New Zealand: 982–988, 2004.
226K. Kailing, H.-P. Kriegel, A. Pryakhin, M. Schubert
Clustering Multi-Represented Objects with Noise
In Proceedings of the 8th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Sydney, Australia: 394–403, 2004.
225H.-P. Kriegel, M. Pfeifle, M. Pötke, T. Seidl
A Cost Model for Spatial Intersection Queries on RI-Tree
In Proceedings of the 9th International Conference on Database Systems for Advanced Applications (DASFAA), Jeju Island, Korea: 331–338, 2004.
224H.-P. Kriegel, P. Kunath, M. Pfeifle, M. Renz
Statistic Driven Acceleration of Object-Relational Spatial Index Structures
In Proceedings of the 9th International Conference on Database Systems for Advanced Applications (DASFAA), Jeju Island, Korea: 169–183, 2004.
223K. Kailing, H.-P. Kriegel, S. Schönauer, T. Seidl
Efficient Similarity Search for Hierarchical Data in Large Databases
In Proceedings of the 9th International Conference on Extending Database Technology (EDBT), Heraklion, Greece: 676–693, 2004.
222E. Januzaj, H.-P. Kriegel, M. Pfeifle
DBDC: Density Based Distributed Clustering
In Proceedings of the 9th International Conference on Extending Database Technology (EDBT), Heraklion, Greece: 88–105, 2004.
221C. Böhm, K. Kailing, P. Kröger, A. Zimek
Computing Clusters of Correlation Connected Objects
In Proceedings of the ACM International Conference on Management of Data (SIGMOD), Paris, France: 455–466, 2004.
220E. Januzaj, H.-P. Kriegel, M. Pfeifle
A Quality Measure for Distributed Clustering
In Proceedings of the IASTED International Conference on Databases and Applications (DBA), Innsbruck, Austria: 133–138, 2004.
219H.-P. Kriegel, M. Schubert
Classification of Websites as Sets of Feature Vectors
In Proceedings of the IASTED International Conference on Databases and Applications (DBA), Innsbruck, Austria: 127–132, 2004.
218H.-P. Kriegel, P. Kunath, M. Pfeifle, M. Renz
Effective Decompositioning of Complex Spatial Objects into Intervals
In Proceedings of the IASTED International Conference on Databases and Applications (DBA), Innsbruck, Austria: 19–24, 2004.
2003
217K. Yu, X. Xu, M. Ester, H.-P. Kriegel
Feature Weighting and Instance Selection for Collaborative Filtering: An Information-Theoretic Approach
Knowledge and Information Systems (KAIS), 5(2): 201–224, 2003.
216H.-P. Kriegel, M. Pfeifle, M. Pötke, M. Renz, T. Seidl
Spatial Data Management for Virtual Product Development
In R. Klein, H.-W. Six, L. Wegener (ed.): Computer Science in Perspective: Essays Dedicated to Thomas Ottmann, Springer, 2598: 216–230, 2003.
215H.-P. Kriegel, M. Pfeifle, M. Pötke, T. Seidl
The Paradigm of Relational Indexing: A Survey
In Proceedings of the 10th GI-Fachtagung für Datenbanksysteme in Business, Technologie und Web (BTW), Leipzig, Germany: 285–304, 2003.
214K. Yu, W.-Y. Ma, V. Tresp, Z. Xu, X. He, H. J. Zhang, H.-P. Kriegel
Knowing a Tree from the Forest: Art Image Retrieval using a Society of Profiles
In Proceedings of the 11th ACM International Conference on Multimedia (ACM MM), Berkeley, CA: 622–631, 2003.
213C. Böhm, F. Krebs
Supporting KDD Applications by the k-Nearest Neighbor Join
In Proceedings of the 14th International Conference on Database and Expert Systems Applications (DEXA), Prague, Czech Republic: 504–516, 2003.
212H.-P. Kriegel, P. Kunath, M. Pfeifle, M. Renz
Acceleration of Relational Index Structures Based on Statistics
In Proceedings of the 15th International Conference on Scientific and Statistical Database Management (SSDBM), Cambridge, MA: 258–261, 2003.
211H.-P. Kriegel, S. Brecheisen, E. Januzaj, P. Kröger, M. Pfeifle
Visual Mining of Cluster Hierarchies
In Proceedings of the 3rd International Workshop on Visual Data Mining (VDM), Melbourne, FL: 151–165, 2003.
210S. Brecheisen, H.-P. Kriegel, P. Kröger, M. Pfeifle, M. Viermetz
Representatives for Visually Analyzing Cluster Hierarchies
In Proceedings of the 4th International Workshop on Multimedia Data Mining (MDM/KDD), Washington, DC: 64–71, 2003.
209H.-P. Kriegel, P. Kunath, M. Pfeifle, M. Renz
Efficient Query Processing on the Relational Quadtree
In Proceedings of the 5th Brazilian Symposium on GeoInformatics (GEOINFO), Campos do Jordao, Brazil, 2003.
208H.-P. Kriegel, P. Kunath, M. Pfeifle, M. Pötke, M. Renz, P.-M. Strauß
Stochastic Driven Relational R-Tree
In Proceedings of the 5th Brazilian Symposium on GeoInformatics (GEOINFO), Campos do Jordao, Brazil, 2003.
207H.-P. Kriegel, S. Schönauer
Similarity Search in Structured Data
In Proceedings of the 5th International Conference on Data Warehousing and Knowledge Discovery (DaWaK), Prague, Czech Republic: 309–319, 2003.
206H.-P. Kriegel, P. Kröger, I. Gotlibovich
Incremental OPTICS: Efficient Computation of Updates in a Hierarchical Cluster Ordering
In Proceedings of the 5th International Conference on Data Warehousing and Knowledge Discovery (DaWaK), Prague, Czech Republic: 224–233, 2003.
205K. Kailing, H.-P. Kriegel, P. Kröger, S. Wanka
Ranking Interesting Subspaces for Clustering High Dimensional Data
In Proceedings of the 7th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD), Cavtat-Dubrovnik, Croatia: 241–252, 2003.
204H.-P. Kriegel, P. Kröger, Z. Mashael, M. Pfeifle, M. Pötke, S. Seidl
Effective Similarity Search on Voxelized CAD Objects
In Proceedings of the 8th International Conference on Database Systems for Advanced Applications (DASFAA), Kyoto, Japan: 27–36, 2003.
203H.-P. Kriegel, M. Pfeifle, M. Pötke, S. Seidl
Spatial Query Processing for High Resolutions
In Proceedings of the 8th International Conference on Database Systems for Advanced Applications (DASFAA), Kyoto, Japan: 17–26, 2003.
202H.-P. Kriegel, S. Brecheisen, P. Kröger, M. Pfeifle, M. Schubert
Using Sets of Feature Vectors for Similarity Search on Voxelized CAD Objects
In Proceedings of the ACM International Conference on Management of Data (SIGMOD), San Diego, CA: 587–598, 2003.
201E. Januzaj, H.-P. Kriegel, M. Pfeifle
Towards Effective and Efficient Distributed Clustering
In Proceedings of the International Workshop on Clustering Large Data Sets at the 3rd IEEE International Conference on Data Mining (ICDM), Melbourne, FL: 49–58, 2003.
2002
200C. Böhm, H.-P. Kriegel, T. Seidl
Combining Approximation Techniques and Vector Quantization for Adaptable Similarity Search
Journal of Intelligent Information Systems, 19(2): 207–230, 2002.
199S. Conrad
Schemaintegration - Integrationskonflikte, Lösungsansätze, aktuelle Herausforderungen
Informatik - Forschung und Entwicklung, 17(3): 101–111, 2002.
198K. Yu, X. Xu, A. Schwaighofer, H.-P. Kriegel
Removing Redundancy and Inconsistency in Memory-Based Collaborative Filtering
In Proceedings of the 11th ACM Conference on Information and Knowledge Management (CIKM), McLean, VA: 52–59, 2002.
197H.-P. Kriegel, M. Pfeifle, M. Pötke, T. Seidl
A Cost Model for Interval Intersection Queries on RI-Trees
In Proceedings of the 14th International Conference on Scientific and Statistical Database Management (SSDBM), Edinburgh, Scotland: 131–141, 2002.
196C. Böhm, F. Krebs
High Performance Data Mining Using the Nearest Neighbor Join
In Proceedings of the 2nd IEEE International Conference on Data Mining (ICDM), Maebashi City, Japan: 43–50, 2002.
195K. Yu, X. Xu, J. Tao, M. Ester, H.-P. Kriegel
Instance Selection Techniques for Memory-Based Collaborative Filtering
In Proceedings of the 2nd SIAM International Conference on Data Mining (SDM), Arlington, VA: 59–74, 2002.
194C. Böhm, F. Krebs, H.-P. Kriegel
Optimal Dimension Order: A Generic Technique for the Similarity Join
In Proceedings of the 4th International Conference on Data Warehousing and Knowledge Discovery (DaWaK), Aix-en-Provence, France: 135–149, 2002.
193C. Böhm
Similarity Search and Data Mining Database Techniques Supporting Next Decade's Applications (Keynote speech)
In Proceedings of the 4th International Conference on Information Integration and Web-based Applications and Services (IIWAS), Bandung, Indonesia, 2002.
192M. Ester, H.-P. Kriegel, M. Schubert
Web Site Mining: A new way to spot Competitors, Customers and Suppliers in the World Wide Web
In Proceedings of the 8th ACM International Conference on Knowledge Discovery and Data Mining (SIGKDD), Edmonton, AB: 249–258, 2002.
191E. Altareva
Uncertain Information in Data Integration
In Proceedings of the PhD Workshop at the 8th International Conference on Extending Database Technology (EDBT), Prague, Czech Republic: 111–114, 2002.
190C. Böhm
Powerful Database Primitives to Support High Performance Data Mining
Tutorial at the 2nd International Conference on Data Mining (ICDM), Maebashi City, Japan, 2002.
2001
189M. Ester, H.-P. Kriegel, J. Sander
Algorithms and Applications for Spatial Data Mining
Geographic Data Mining and Knowledge Discoverys, 1(4): 160–187, 2001.
188H. Oakasha, S. Conrad, G. Saake
Consistency Management in Object-Oriented Databases
Concurrency and Computation: Practice and Experience, 13(11): 955–985, 2001.
187M. Ester, H.-P. Kriegel
Focused Web Crawling: A Generic Framework for Specifying the User Interest and for Adaptive Crawling Strategies
journal: 321–329, 2001.
186B. Braunmüller, M. Ester, H.-P. Kriegel, J. Sander
Multiple Similarity Queries: A Basic DBMS Operation for Mining in Metric Databases
IEEE Transactions on Knowledge and Data Engineering, 13(1): 79–95, 2001.
185C. Böhm, S. Berchtold, D. A. Keim
Searching in High-dimensional Spaces: Index Structures for Improving the Performance of Multimedia Databases
ACM Computing Surveys, 33(3): 322–373, 2001.
184G. Preuner, S. Conrad, M. Schrefl
View Integration of Behavior in Object-oriented Databases
Data & Knowledge Engineering, 36(1): 153–183, 2001.
183R. Veltkamp, H. Burkhardt, H.-P. Kriegel (eds),
State-of-the-Art in Content-Based Image and Video Retrieval
Kluwer Publishers, 2001.
182K.-U. Sattler, O. Dunemann, I. Geist, G. Saake, S. Conrad
Limiting Result Cardinalities for Multidatabase Queries Using Histograms
In B. J. Read (ed.): Advances in Databases, Springer: 152–167, 2001.
181T. Seidl, H.-P. Kriegel
Adaptable Similarity Search in Large Image Databases
In R. Veltkamp, H. Burkhardt, H.-P. Kriegel (ed.): State-of-the Art in Content-Based Image and Video Retrieval, Kluwer Publishers: 297–317, 2001.
180S. Conrad, K. Turowski
Temporal OCL: Meeting Specifications Demands for Business Components
In K. Siau, T. Halpin (ed.): Unified Modeling Language: Systems Analysis, Design, and Development Issues, IDEA Group Publishing: 151–165, 2001.
179K. Yu, X. Xu, M. Ester, H.-P. Kriegel
Selecting Relevant Instances for Efficient and Accurate Collaborative Filtering
In Proceedings of the 10th ACM Conference on Information and Knowledge Management (CIKM), Atlanta, GA: 239–246, 2001.
178C. Böhm, H.-P. Kriegel
A Cost Model and Index Architecture for the Similarity Join
In Proceedings of the 17th International Conference on Data Engineering (ICDE), Heidelberg, Germany: 411–420, 2001.
177H.-P. Kriegel, A. Müller, M. Pötke, T. Seidl
DIVE: Database Integration for Virtual Engineering
In Proceedings of the 17th International Conference on Data Engineering (ICDE), Heidelberg, Germany: 15–16, 2001.
176K. Yu, Z. Wen, X. Xu, M. Ester
Feature Weighting and Instance Selection for Collaborative Filtering
In Proceedings of the 2nd International Workshop on Management of Information on the Web - Web Data and Text Mining (MIW), Munich, Germany: 285–290, 2001.
175C. Böhm, H.-P. Kriegel, T. Seidl
Adaptable Similarity Search Using Vector Quantization
In Proceedings of the 3rd International Conference on Data Warehousing and Knowledge Discovery (DaWaK), Munich, Germany: 317–327, 2001.
174C. Böhm, H.-P. Kriegel, T. Seidl
Determining the Convex Hull in Large Multidimensional Databases
In Proceedings of the 3rd International Conference on Data Warehousing and Knowledge Discovery (DaWaK), Munich, Germany: 294–306, 2001.
173E. Altareva, S. Conrad
The Problem of Uncertainty and Database Integration
In Proceedings of the 4th International Workshop on Engineering Federated Information Systems (EFIS), Berlin, Germany: 92–99, 2001.
172H.-P. Kriegel, M. Pötke, T. Seidl
Interval Sequences: An Object-Relational Approach to Manage Spatial Data
In Proceedings of the 7th International Symposium on Spatial and Temporal Databases (SSTD), Redondo Beach, CA: 481–501, 2001.
171H.-P. Kriegel, M. Pötke, T. Seidl
Object-Relational Indexing for General Interval Relationships
In Proceedings of the 7th International Symposium on Spatial and Temporal Databases (SSTD), Redondo Beach, CA: 522–542, 2001.
170S. Berchtold, C. Böhm, D. A. Keim, F. Krebs, H.-P. Kriegel
On Optimizing Nearest Neighbor Queries in High-Dimensional Data Spaces
In Proceedings of the 8th International Conference on Database Theory (ICDT), London, UK: 435–449, 2001.
169C. Böhm, B. Braunmüller, F. Krebs, H.-P. Kriegel
Epsilon Grid Order: An Algorithm for the Similarity Join on Massive High-Dimensional Data
In Proceedings of the ACM International Conference on Management of Data (SIGMOD), Santa Barbara, CA: 379–388, 2001.
168H.-P. Kriegel, A. Müller, M. Pötke, T. Seidl
Spatial Data Management for Computer Aided Design
In Proceedings of the ACM International Conference on Management of Data (SIGMOD), Santa Barbara, CA: 614, 2001.
167M. M. Breunig, H.-P. Kriegel, P. Kröger, J. Sander
Data Bubbles: Quality Preserving Performance Boosting for Hierarchical Clustering
In Proceedings of the ACM International Conference on Management of Data (SIGMOD), Santa Barbara, CA: 79–90, 2001.
166M. Renz, C. Preusche, M. Pötke, H.-P. Kriegel, G. Hirzinger
Stable Haptic Interaction with Virtual Environments Using an Adapted Voxmap-PointShell Algorithm
In Proceedings of the International Conference on Eurohaptics (EuroHaptics), Birmingham, UK: 149–154, 2001.
165C. Böhm
The Similarity Join: A Powerful Database Primitive for High Performance Data Mining
Tutorial at the 17th International Conference on Data Engineering (ICDE), Heidelberg, Germany, 2001.
164H. Balsters, B. de Brock, S. Conrad (eds),
Database Schema Evolution and Meta-Modeling
In FMLDO, 2001, Springer.
163R.-D. Kutsche, S. Conrad, W. Hasselbring (eds),
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2000
162C. Böhm
A Cost Model for Query Processing in High-Dimensional Data Spaces
ACM Transactions on Database Systems (TODS), 25(2): 129–178, 2000.
161S. Berchtold, D. A. Keim, H.-P. Kriegel, T. Seidl
Indexing the Solution Space: A New Technique for Nearest Neighbor Search in High-Dimensional Space
IEEE Transactions on Knowledge and Data Engineering, 12(1): 45–57, 2000.
160C. Böhm, S. Berchtold, H.-P. Kriegel, U. Michel
Multidimensional Index Structures in Relational Databases
Journal of Intelligent Information Systems, 15(1): 51–70, 2000.
159M. Ester, A. Frommelt, H.-P. Kriegel, J. Sander
Spatial Data Mining: Database Primitives, Algorithms and Efficient DBMS Support
Data Mining and Knowledge Discovery, 4(2–3): 193–216, 2000.
158M. Ester, J. Sander
Knowledge Discovery in Databases: Techniken und Anwendungen
Springer, ISBN: 3-540-67328-8, 2000.
157S. Conrad, C. Türker, G. Saake
Towards an Agent-Oriented Framework for Specification of Information Systems
In: Formal Models of Agents, Springer: 57–73, 2000.
156H.-P. Kriegel
Datenbanktechniken zur Unterstützung des Wissenserwerbs
In G. Reinmann-Rothmeier (ed.): Wissensmanagement, Oldenbourg Verlag: 47–72, 2000.
155C. Böhm, H.-P. Kriegel
Efficient Construction of Large High-Dimensional Indexes
In Proceedings of the 16th International Conference on Data Engineering (ICDE), San Diego, CA, 2000.
154B. Braunmüller, M. Ester, H.-P. Kriegel, J. Sander
Efficiently Supporting Multiple Similarity Queries for Mining in Metric Databases
In Proceedings of the 16th International Conference on Data Engineering (ICDE), San Diego, CA: 256–267, 2000.
153S. Berchtold, C. Böhm, H. V. Jagadish, H.-P. Kriegel, J. Sander
Independent Quantization: An Index Compression Technique for High-Dimensional Data Spaces
In Proceedings of the 16th International Conference on Data Engineering (ICDE), San Diego, CA: 577–588, 2000.
152M. Ester, J. Kohlhammer, H.-P. Kriegel
The DC-tree: A Fully Dynamic Index Structure for Data Warehouses
In Proceedings of the 16th International Conference on Data Engineering (ICDE), San Diego, CA: 379–388, 2000.
151H.-P. Kriegel, M. Pötke, T. Seidl
Managing Intervals Efficiently in Object-Relational Databases
In Proceedings of the 26th International Conference on Very Large Data Bases (VLDB), Cairo, Egypt: 407–418, 2000.
150S. Berchtold, C Böhm, D. A. Keim, H.-P. Kriegel, X. Xu
Optimal Multidimensional Query Processing Using Tree Striping
In Proceedings of the 2nd International Conference on Data Warehousing and Knowledge Discovery (DaWaK), Greenwich, UK: 244–257, 2000.
149C. Böhm, B. Braunmüller, H.-P. Kriegel
The Pruning Power: Theory and Heuristics for Mining Databases with Multiple k-Nearest-Neighbor Queries
In Proceedings of the 2nd International Conference on Data Warehousing and Knowledge Discovery (DaWaK), Greenwich, UK: 372–381, 2000.
148J. Fischer, S. Conrad
Formalizing Timing Diagrams as Causal Dependencies for Verification Purposes
In Proceedings of the 2nd International Conference on Integrated Formal Methods (IFM), Schloss Dagstuhl, Germany: 45–60, 2000.
147J. Fischer, S. Conrad
Representing Timing Diagrams by Causal Dependencies
In Proceedings of the 30rd GI-Jahrestagung Informatik, Berlin, Germany, 2000.
146K.-U. Sattler, S. Conrad, G. Saake
Adding Conflict Resolution Features to a Query Language for Database Federations
In Proceedings of the 3rd International Workshop on Engineering Federated Information Systems (EFIS), Dublin, Ireland: 41–52, 2000.
145M. Breunig, H.-P. Kriegel, J. Sander
Fast Hierarchical Clustering Based on Compressed Data and OPTICS
In Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery (PKDD), Lyon, France: 232–242, 2000.
144M. Ankerst, M. Ester, H.-P. Kriegel
Towards an Effective Cooperation of the Computer and the User for Classification
In Proceedings of the 6th ACM International Conference on Knowledge Discovery and Data Mining (SIGKDD), Boston, MA: 179–188, 2000.
143C. Böhm, H.-P. Kriegel
Dynamically Optimizing High-Dimensional Index Structures
In Proceedings of the 7th International Conference on Extending Database Technology (EDBT), Konstanz, Germany: 36–50, 2000.
142C. Böhm, B. Braunmüller, M. Breunig, H.-P. Kriegel
High Performance Clustering Based on the Similarity Join
In Proceedings of the 9th ACM Conference on Information and Knowledge Management (CIKM), Washington, DC: 298–305, 2000.
141G. Saake, C. Türker, S. Conrad
Evolving Objects: Conceptual Description of Adaptive Information Systems
In Proceedings of the 9th International Workshop on Foundations of Models and Languages for Data and Objects: Database Schema Evolution and Meta Modeling (DEMM 2000), University of Twente, Netherlands: 163–181, 2000.
140M. M. Breunig, H.-P. Kriegel, R.T. Ng, J. Sander
LOF: Identifying Density-based Local Outliers
In Proceedings of the ACM International Conference on Management of Data (SIGMOD), Dallas, TX: 93–104, 2000.
139C. Böhm, B. Braunmüller, H.-P. Kriegel, M. Schubert
Efficient Similarity Search in Digital Libraries
In Proceedings of the IEEE Advances in Digital Libraries (ADL), Washington, DC: 193–206, 2000.
138S. Conrad, K. Turowski
Vereinheitlichung der Spezifikation von Fachkomponenten auf der Basis eines Notationsstandards
In Proceedings of the Workshop Modellierung 2000, St.~Goar, Germany: 197–194, 2000.
137M. Roantree, W. Hasselbring, S. Conrad (eds),
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1999
136X. Xu, J. Jäger, H.-P. Kriegel
A Fast Parallel Clustering Algorithm for Large Spatial Databases
Data Mining and Knowledge Discovery, 3(3): 263–290, 1999.
135R. Backofen, F. Bry, P. Clote, H.-P. Kriegel, T. Seidl, K. Schulz
Bioinformatik
Informatik-Spektrum, 22(5): 376–378, 1999.
134M. Ankerst, C. Elsen, M. Ester, H.-P. Kriegel
Perception-Based Classification
Informatica, 23(4): 493–499, 1999.
133C. Böhm, H.-P. Kriegel
Efficient Bulk Loading of Large High-Dimensional Indexes
In Proceedings of the 1st International Conference on Data Warehousing and Knowledge Discovery (DaWaK), Florence, Italy: 251–260, 1999.
132S. Berchtold, C. Böhm, H.-P. Kriegel, U. Michel
Implementation of Multidimensional Index Structures for Knowledge Discovery in Relational Databases
In Proceedings of the 1st International Conference on Data Warehousing and Knowledge Discovery (DaWaK), Florence, Italy: 261–270, 1999.
131M. Ester, H.-P. Kriegel, J. Sander
Knowledge Discovery in Spatial Databases
In Proceedings of the 23rd Annual German Conference on Artificial Intelligence (KI), Bonn, Germany: 61–74, 1999.
130M. M. Breunig, H.-P. Kriegel, R. Ng, J. Sander
OPTICS-OF: Identifying Local Outliers
In Proceedings of the 3rd European Conference on Principles of Data Mining and Knowledge Discovery (PKDD), Prague, Czech Republic: 262–270, 1999.
129M. Ankerst, C. Elsen, M. Ester, H.-P. Kriegel
Visual Classification: An Interactive Approach to Decision Tree Construction
In Proceedings of the 5th ACM International Conference on Knowledge Discovery and Data Mining (SIGKDD), San Diego, CA: 392–396, 1999.
128M. Ankerst, G. Kastenmüller, H.-P. Kriegel, T. Seidl
3D Shape Histograms for Similarity Search and Classification in Spatial Databases
In Proceedings of the 6th International Symposium on Large Spatial Databases (SSD), Hong-Kong: 207–226, 1999.
127C. Böhm, G. Klump, H.-P. Kriegel
XZ-Ordering: A Space-Filling Curve for Objects with Spatial Extension
In Proceedings of the 6th International Symposium on Large Spatial Databases (SSD), Hong-Kong: 75–90, 1999.
126M. Ankerst, G. Kastenmüller, H.-P. Kriegel, T. Seidl
Nearest Neighbor Classification in 3D Protein Databases
In Proceedings of the 7th International Conference on Intelligent Systems for Molecular Biology (ISMB), Heidelberg, Germany: 34–43, 1999.
125M. Ester, S. Gundlach, H.-P. Kriegel, J. Sander
Database Primitives for Spatial Data Mining
In Proceedings of the 8th GI-Fachtagung für Datenbanksysteme in Büro, Technik und Wissenschaft (BTW), Freiburg, Germany: 137–150, 1999.
124M. Ankerst, M. M. Breunig, H.-P. Kriegel, J. Sander
OPTICS: Ordering Points To Identify the Clustering Structure
In Proceedings of the ACM International Conference on Management of Data (SIGMOD), Philadelphia, PA: 49–60, 1999.
123T. Seidl, H.-P. Kriegel
Mining Protein Databases
In Proceedings of the Tag der Informatik (TdI), University of Munich, Germany, 1999.
1998
122M. Ankerst, H.-P. Kriegel, T. Seidl
A Multi-Step Approach for Shape Similarity Search in Image Databases
IEEE Transactions on Knowledge and Data Engineering, 10(6): 996–1004, 1998.
121H.-P. Kriegel, T. Seidl
Approximation-based Similarity Search for 3D Surface Segments
GeoInformatica, 2(2): 113–147, 1998.
120M. Ester, H.-P. Kriegel, J. Sander, X. Xu
Clustering for Mining in Large Spatial Databases
KI - Zeitschrift Künstliche Intelligenz, 1: 18–24, 1998.
119J. Sander, M. Ester, H.-P. Kriegel, X. Xu
Density-Based Clustering in Spatial Databases: The Algorithm GDBSCAN and its Applications
Data Mining and Knowledge Discovery, 2(2): 169–194, 1998.
118S. Berchtold, H.-P. Kriegel, M. Pötke
Database Support for Concurrent Digital Mock-Up
In Proceedings of the 10th International IFIP WG5.2/WG5.3 Conference on Globalization of Manufacturing in the Digital Communications Era of the 21st Century: Innovation, Agility, and the Virtual Enterprise (PROLAMAT), Trento, Italy: 499–510, 1998.
117X. Xu, M. Ester, H.-P. Kriegel, J. Sander
A Distribution-Based Clustering Algorithm for Mining in Large Spatial Databases
In Proceedings of the 14th International Conference on Data Engineering (ICDE), Orlando, FL: 324–331, 1998.
116S. Berchtold, B. Ertl, D. A. Keim, H.-P. Kriegel, T. Seidl
Fast Nearest Neighbor Search in High-Dimensional Spaces
In Proceedings of the 14th International Conference on Data Engineering (ICDE), Orlando, FL: 209–218, 1998.
115M. Ankerst, B. Braunmüller, H.-P. Kriegel, T. Seidl
Improving Adaptable Similarity Query Processing by Using Approximations
In Proceedings of the 24th International Conference on Very Large Data Bases (VLDB), New York City, NY: 206–217, 1998.
114M. Ester, H.-P. Kriegel, J. Sander, M. Wimmer, X. Xu
Incremental Clustering for Mining in a Data Warehousing Environment
In Proceedings of the 24th International Conference on Very Large Data Bases (VLDB), New York City, NY: 323–333, 1998.
113M. Ester, A. Frommelt, H.-P. Kriegel, J. Sander
Algorithms for Characterization and Trend Detection in Spatial Databases
In Proceedings of the 4th ACM International Conference on Knowledge Discovery and Data Mining (KDD), New York City, NY: 44–50, 1998.
112S. Berchtold, C. Böhm, H.-P. Kriegel
Improving the Query Performance of High-Dimensional Index Structures
In Proceedings of the 6th International Conference on Extending Database Technology (EDBT), Valencia, Spain: 216–230, 1998.
111 M. Ester, R. Wittman
Incremental Generalization for Mining in a Data Warehousing Environment
In Proceedings of the 6th International Conference on Extending Database Technology (EDBT), Valencia, Spain: 135–149, 1998.
110T. Seidl, H.-P. Kriegel
Optimal Multi-Step k-Nearest Neighbor Search
In Proceedings of the ACM International Conference on Management of Data (SIGMOD), Seattle, WA: 154–165, 1998.
109S. Berchtold, C. Böhm, H.-P. Kriegel
The Pyramid Technique: Towards Breaking the Curse of Dimensionality
In Proceedings of the ACM International Conference on Management of Data (SIGMOD), Seattle, WA: 142–153, 1998.
108G. Kastenmüller, H.-P. Kriegel, T. Seidl
Similarity Search in 3D Protein Databases
In Proceedings of the German Conference on Bioinformatics (GCB), Cologne, Germany: 3–5, 1998.
107M. Ankerst, S. Berchtold, D. A. Keim
Similarity Clustering of Dimensions for an Enhanced Visualization of Multidimensional Data
In Proceedings of the IEEE Symposium on Information Visualization (INFOVIS), Phoenix, AZ: 52–60, 1998.
1997
106X. Xu, M. Ester, H.-P. Kriegel, J. Sander
Clustering and Knowledge Discovery in Spatial Databases
Vistas in Astronomy, 41(3): 397–403, 1997.
105S. Berchtold, D. A. Keim, H.-P. Kriegel
Using Extended Feature Objects for Partial Similarity Retrieval
The VLDB Journal, 6(4): 333–348, 1997.
104S. Berchtold, C. Böhm, D. A. Keim, H.-P. Kriegel
A Cost Model For Nearest Neighbor Search in High-Dimensional Data Space
In Proceedings of the 16th ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, Tucson, AZ: 78–86, 1997.
103T. Seidl, H.-P. Kriegel
Efficient User-Adaptable Similarity Search in Large Multimedia Databases
In Proceedings of the 23rd International Conference on Very Large Data Bases (VLDB), Athens, Greece: 506–515, 1997.
102M. Ester, H.-P. Kriegel, J. Sander, X. Xu
Density-Connected Sets and their Application for Trend Detection in Spatial Databases
In Proceedings of the 3rd ACM International Conference on Knowledge Discovery and Data Mining (KDD), Newport Beach, CA: 10–15, 1997.
101H.-P. Kriegel, T. Schmidt, T. Seidl
3D Similarity Search by Shape Approximation
In Proceedings of the 5th International Symposium on Large Spatial Databases (SSD), Berlin, Germany: 11–28, 1997.
100M. Ester, H.-P. Kriegel, J. Sander
Spatial Data Mining: A Database Approach
In Proceedings of the 5th International Symposium on Large Spatial Databases (SSD), Berlin, Germany: 47–66, 1997.
99S. Berchtold, D. A. Keim, H.-P. Kriegel
Section Coding: Ein Verfahren zur Ähnlichkeitssuche in CAD-Datenbanken
In Proceedings of the 7th GI-Fachtagung für Datenbanksysteme in Büro, Technik und Wissenschaft (BTW), Ulm, Germany: 152–171, 1997.
98S. Berchtold, C. Böhm, B. Braunmüller, D. A. Keim, H.-P. Kriegel
Fast Parallel Similarity Search in Multimedia Databases
In Proceedings of the ACM International Conference on Management of Data (SIGMOD), Tucson, AZ: 1–12, 1997.
97S. Berchtold, H.-P. Kriegel
S3: Similarity Search in CAD Database Systems
In Proceedings of the ACM International Conference on Management of Data (SIGMOD), Tucson, AZ: 564–567, 1997.
96H.-P. Kriegel, T. Schmidt, T. Seidl
Biomolekulare Wechselwirkungen von Proteinen – Datenbankunterstützung für das Proteindocking
Final Report, BMBF joint project BIOWEPRO, 1997.
1996
95H.-P. Kriegel, T. Schmidt, T. Seidl
Können Proteine im Computer docken?
Einsichten (University of Munich), 2: 26–29, 1996.
94D. A. Keim
Pixel-oriented Database Visualizations
ACM SIGMOD Record, 25(4): 35–39, 1996.
93D. A. Keim
Pixel-oriented Visualization Techniques for Exploring Very Large Databases
Journal of Computational and Graphical Statistics, 5(1): 58–77, 1996.
92H.-P. Kriegel, D. A. Keim
Visualisierung großer Datenbanken
Data Warehouse und Management Informations Systeme: 203–212, 1996.
91H.-P. Kriegel, D. A. Keim
Visualisierung großer Datenbanken
Einsichten (University of Munich), 1: 32–35, 1996.
90D. A. Keim, H.-P. Kriegel
Visualization Techniques for Mining Large Databases: A Comparison
IEEE Transactions on Knowledge and Data Engineering, 8(6): 923–938, 1996.
89T. Brinkhoff, H.-P. Kriegel, B. Seeger
Parallel Processing of Spatial Joins Using R-trees
In Proceedings of the 12th International Conference on Data Engineering (ICDE), New Orleans, LA: 258–265, 1996.
88S. Berchtold, D. A. Keim, H.-P. Kriegel
The X-Tree: An Index Structure for High-Dimensional Data
In Proceedings of the 22nd International Conference on Very Large Data Bases (VLDB), Bombay, India: 28–39, 1996.
87M. Ester, H.-P. Kriegel, J. Sander, X. Xu
A Density-Based Algorithm for Discovering Clusters in Large Spatial Databases with Noise
In Proceedings of the 2nd ACM International Conference on Knowledge Discovery and Data Mining (KDD), Portland, OR: 226–231, 1996.
86D. A. Keim
Databases and Visualization
In Proceedings of the ACM International Conference on Management of Data (SIGMOD), Montreal, QC, Canada: 543, 1996.
85M. Ester, H.-P. Kriegel, S. Wirth
Feature Based Classification of Protein Docking Sites: An Algorithm for Large Databases and Experimental Results
In Proceedings of the German Conference on Bioinformatics (GCB), Leipzig, Germany: 193–196, 1996.
84M. Ankerst, D. A. Keim, H.-P. Kriegel
Circle Segments: A Technique for Visually Exploring Large Multidimensional Data Sets
In Proceedings of the IEEE Visualization Conference (VIS), San Francisco, CA, 1996.
1995
83M. Ester, H.-P. Kriegel, X. Xu
A Database Interface for Clustering in Large Spatial Databases
In Proceedings of the 1st ACM International Conference on Knowledge Discovery and Data Mining (KDD), Montreal, QC, Canada: 94–99, 1995.
82T. Brinkhoff, H.-P. Kriegel, R. Schneider, A. Braun
Measuring the Complexity of Polygonal Objects
In Proceedings of the 3rd ACM International Symposium on Advances in Geographic Information Systems (ACM GIS), Baltimore, MD: 109–, 1995.
81H.-P. Kriegel, T. Schmidt, T. Seidl
Moleküloberflächen in einer objektorientierten Proteindatenbank
In Proceedings of the 3rd GI-Fachtagung Bioinformatik - Informatik in den Biowissenschaften, Braunschweig, Germany, 1995.
80D. A. Keim, H.-P. Kriegel
Issues in Visualizing Large Databases
In Proceedings of the 3rd IFIP 2.6 Working Conference on Visual Database Systems (VDB), Lausanne, Switzerland: 203–214, 1995.
79T. Seidl, H.-P. Kriegel
Solvent Accessible Surface Representation in a Database System for Protein Docking
In Proceedings of the 3rd International Conference on Intelligent Systems for Molecular Biology (ISMB), Cambridge, UK: 350–358, 1995.
78T. Seidl, H.-P. Kriegel
A 3D Molecular Surface Representation Supporting Neighborhood Queries
In Proceedings of the 4th International Symposium on Large Spatial Databases (SSD), Portland, ME: 240–258, 1995.
77M. Ester, H.-P. Kriegel, X. Xu
Knowledge Discovery in Large Spatial Databases: Focusing Techniques for Efficient Class Identification
In Proceedings of the 4th International Symposium on Large Spatial Databases (SSD), Portland, ME: 67–82, 1995.
76M. Ester, H.-P. Kriegel, T. Seidl, X. Xu
Formbasierte Suche nach komplementären 3D-Oberflächen in einer Protein-Datenbank
In Proceedings of the 6th GI-Fachtagung für Datenbanksysteme in Büro, Technik und Wissenschaft (BTW), Dresden, Germany: 373–382, 1995.
75D. A. Keim, H.-P. Kriegel
Visualisierungstechniken zur Exploration und Analyse sehr großer Datenbanken
In Proceedings of the 6th GI-Fachtagung für Datenbanksysteme in Büro, Technik und Wissenschaft (BTW), Dresden, Germany: 262–281, 1995.
74D. A. Keim, H.-P. Kriegel
VisDB: A System for Visualizing Large Databases
In Proceedings of the ACM International Conference on Management of Data (SIGMOD), San Jose, CA: 482, 1995.
73D. Schomburg, U. Jakob, M. Meyer, P. Wilson, G. Sagerer, F. Ackermann, G. Herrmann, S. Posch, M. Soumpasis, G. Grimm, B. Ihmels, M. Strahm, H.-P. Kriegel, T. Seidl, T. Schmidt, M. Ester, X. Xu
'BIOWEPRO' Wechselwirkungen von Proteinen
In Proceedings of the German Ministry of Science and Technology on Molekular Bioinformatics and Evolutionary Algorithms, Braunschweig, Germany, 1995.
72D. A. Keim, H.-P. Kriegel, M. Ankerst
Recursive Pattern: A Technique for Visualizing Very Large Amounts of Data
In Proceedings of the IEEE Visualization Conference (VIS), Atlanta, GA: 279–286, 1995.
71D. A. Keim, J. P. Lee, B. Thuraisinghaman, C. Wittenbrink
Database Issues for Data Visualization: Supporting Interactive Database Exploration
In Proceedings of the IEEE Visualization Workshop on Database Issues for Data Visualization (VIS), Atlanta, GA: 12–25, 1995.
70D. A. Keim
Enhancing the Visual Clustering of Query-dependent Database Visualization Techniques using Screen-Filling Curves
In Proceedings of the IEEE Visualization Workshop on Database Issues for Data Visualization (VIS), Atlanta, GA: 101–110, 1995.
1994
69D. A. Keim, H.-P. Kriegel
Possibilities and Limits in Visualizing Large Amounts of Multidimensional Data
Perceptual Issues in Visualization: 127–141, 1994.
68D. A. Keim, R. D. Bergeron, R. M. Pickett
Test Data Sets for Evaluating Data Visualization Techniques
Perceptual Issues in Visualization: 9–22, 1994.
67D. A. Keim, H.-P. Kriegel
VisDB: Database Exploration using Multidimensional Visualization
Computer Graphics and Applications: 44–49, 1994.
66D. A. Keim, H.-P. Kriegel, T. Seidl
Supporting Data Mining of Large Databases by Visual Feedback Queries
In Proceedings of the 10th International Conference on Data Engineering (ICDE), Houston, TX: 302–313, 1994.
65T. Brinkhoff, H.-P. Kriegel
The Impact of Global Clustering on Spatial Database Systems
In Proceedings of the 20th International Conference on Very Large Data Bases (VLDB), Santiago de Chile, Chile: 168–179, 1994.
64K. Aldinger, M. Ester, G. Förstner, H.-P. Kriegel, T. Seidl
Datenbankunterstützung für das Protein-Protein-Docking: ein effizienter und robuster Feature-Index
In Proceedings of the 2nd GI-Fachtagung Informatik in den Biowissenschaften, Jena, Germany: 41–52, 1994.
63D. A. Keim, H.-P. Kriegel, A. Miethsam
Query Translation Supporting the Migration of Legacy Databases into Cooperative Information Systems
In Proceedings of the 2nd International Conference on Cooperative Information Systems (CoopIS), Toronto, Canada: 203–214, 1994.
62T. Brinkhoff, H.-P. Kriegel, R. Schneider, B. Seeger
Multi-Step Processing of Spatial Joins
In Proceedings of the ACM International Conference on Management of Data (SIGMOD), Minneapolis, MN: 197–208, 1994.
61T. Brinkhoff, H.-P. Kriegel, R. Schneider, B. Seeger
GENESYS: A System for Efficient Spatial Query Processing
In Proceedings of the ACM International Conference on Management of Data (SIGMOD), Minneapolis, MN: 519, 1994.
60T. Brinkhoff, H.-P. Kriegel
Approximations for a Multi-Step Processing of Spatial Joins
In Proceedings of the International Workshop on Advanced Research in Geographic Information Systems (IGIS), Monte Verita, Ascona, Switzerland: 25–34, 1994.
1993
59H.-P. Kriegel, T. Brinkhoff, R. Schneider
Efficient Spatial Query Processing in Geographic Database Systems
IEEE Data Engineering Bulletin, 16(3): 10–15, 1993.
58H.-P. Kriegel, S. Heep, A. Fahldiek, N. Mysliwietz
Handling Geometric Objects with Free Form Surfaces in Spatial Databases
In Proceedings of the 2nd ACM Symposium on Solid Modeling Foundations and CAD/CAM Applications (SMA), Montreal, QC, Canada: 471–472, 1993.
57T. Brinkhoff, H. Horn, H.-P. Kriegel, R. Schneider
A Storage and Access Architecture for Efficient Query Processing in Spatial Database Systems
In Proceedings of the 3rd International Symposium on Large Spatial Databases (SSD), Singapore: 357–376, 1993.
56M. Schiwietz, H.-P. Kriegel
Query Processing of Spatial Objects: Complexity versus Redundancy
In Proceedings of the 3rd International Symposium on Large Spatial Databases (SSD), Singapore: 377–396, 1993.
55D. A. Keim, H.-P. Kriegel, A. Miethsam
Integration of Relational Databases in a Multidatabase System based on Schema Enrichment
In Proceedings of the 3rd International Workshop on Interoperability in Multidatabase Systems (RIDE-IMS), Vienna, Austria: 96–104, 1993.
54D. A. Keim, H.-P. Kriegel, A. Miethsam
Object-Oriented Querying of Existing Relational Databases
In Proceedings of the 4th International Conference on Database and Expert Systems Applications (DEXA), Prague, Czech Republic: 325–336, 1993.
53T. Brinkhoff, H. Horn, H.-P. Kriegel, R. Schneider
Eine Speicher- und Zugriffsarchitektur für effiziente Anfragebearbeitung in Geo-Datenbanksystemen
In Proceedings of the 5th GI-Fachtagung für Datenbanksysteme in Büro, Technik und Wissenschaft (BTW), Braunschweig, Germany: 356–374, 1993.
52H.-P. Kriegel, R. Schneider, T. Brinkhoff
Potentials for Improving Query Processing in Spatial Database Systems
In Proceedings of the 9iemes Journees Bases de Donnees Avoncees (9th Conference on Advanced Databases) (JBDA), Toulouse, France): 11–31, 1993.
51T. Brinkhoff, H.-P. Kriegel, R. Schneider
Comparison of Approximations of Complex Objects Used for Approximation-based Query Processing in Spatial Database Systems
In Proceedings of the 9th International Conference on Data Engineering (ICDE), Vienna, Austria: 40–49, 1993.
50M. Ankerst, H.-P. Kriegel, T. Seidl
Pixel-based shape similarity search in large image databases
.
1993
49H.-P. Kriegel, S. Heep, A. Fahldiek, N. Mysliwietz
Query Processing of Geometric Objects with Free Form Boundaries in Spatial Databases
In Proceedings of the 4th International Conference on Database and Expert Systems Applications (DEXA), Prague, Czech Republic: 349–360, 1993.
48T. Brinkhoff, H.-P. Kriegel, B. Seeger
Efficient Processing of Spatial Joins Using R-trees
In Proceedings of the ACM International Conference on Management of Data (SIGMOD), Washington, DC: 237–246, 1993.
47D. A. Keim, H.-P. Kriegel, T. Seidl
Visual Feedback in Querying Large Databases
In Proceedings of the IEEE Visualization Conference (VIS), San Jose, CA: 158–165, 1993.
46D. A. Keim, H.-P. Kriegel
Using Visualization to Support Data Mining of Large Existing Databases
In Proceedings of the IEEE Visualization Workshop on Database Issues for Data Visualization (VIS), San Jose, CA: 210–229, 1993.
45P. Rigaux, M. Scholl, A. Voisard
A Map Editing Kernel Implementation: Application to Multiple Scale Display
Technical Report, Ludwig-Maximilians-Universität München, Munich, Germany, 1993.
44D. Benoit, A. Voisard
A Unified Approach to Geographic Data Modeling
Technical Report, Ludwig-Maximilians-Universität München, Munich, Germany, 1993.
43B. Seeger
An Analysis of Schedules for Performing Multi-Page Requests
Technical Report, No. 9416, Institute for Informatics, Ludwig-Maximilians-University, Munich, Germany, 1993.
42D. A. Keim, H.-P. Kriegel, A. Miethsam
Object-Oriented Modeling of Meta-Information for Semantic Schema Enrichment and (Semi)Automated Schema Transformation
Technical Report, No. 9306, Institute for Informatics, Ludwig-Maximilians-University, Munich, Germany, 1993.
41D. A. Keim, H.-P. Kriegel, A. Miethsam
Query Translation of an Object-Oriented into a Relational Query Language
Technical Report, No. 9325, Institute for Informatics, Ludwig-Maximilians-University, Munich, Germany, 1993.
40D. A. Keim, H.-P. Kriegel, T. Seidl
Supporting Data Mining of Large Databases by Visual Feedback Queries
Technical Report, No. 9310, Institute for Informatics, Ludwig-Maximilians-University, Munich, Germany, 1993.
39B. Seeger
Tuning Access Methods to Supporting Data Intensive Queries
Technical Report, No. 9419, Institute for Informatics, Ludwig-Maximilians-University, Munich, Germany, 1993.
1992
38D. A. Keim, V. Lum
GRADI: A Graphical Database Interface for a Multimedia DBMS
In Proceedings of the 1st International Workshop on Interfaces to Database Systems (IDS), Glasgow, UK: 95–112, 1992.
37R. Schneider, H.-P. Kriegel
Indexing the Spatiotemporal Monitoring of a Polygonal Object
In Proceedings of the 5th International Symposium on Spatial Data Handling (SDH), Charleston, SC: 200–209, 1992.
36D. A. Keim, V. Lum
Visual Query Specification in a Multimedia Database System
In Proceedings of the IEEE Visualization Conference (VIS), Boston, MA: 194–201, 1992.
1991
35H.-P. Kriegel, P. Heep, S. Heep, M. Schiwietz, R. Schneider
A Flexible and Extensible Index Manager for Spatial Database Systems
In Proceedings of the 2nd International Conference on Database and Expert Systems Applications (DEXA), Berlin, Germany: 179–184, 1991.
34H.-P. Kriegel, T. Brinkhoff, R. Schneider
The Combination of Spatial Access Methods and Computational Geometry in Geographic Database Systems
In Proceedings of the 2nd International Symposium on Large Spatial Databases (SSD), Zurich, Switzerland: 5–21, 1991.
33H.-P. Kriegel, H. Horn, M. Schiwietz
The Performance of Object Decomposition Techniques for Spatial Query Processing
In Proceedings of the 2nd International Symposium on Large Spatial Databases (SSD), Zurich, Switzerland: 257–276, 1991.
32R. Schneider, H.-P. Kriegel
The TR*-tree: A New Representation of Polygonal Objects Supporting Spatial Queries and Operations
In Proceedings of the 7th European Workshop on Computational Geometry (EuroCG), Bern, Switzerland: 249–263, 1991.
31H.-P. Kriegel, P. Heep, S. Heep, M. Schiwietz, R. Schneider
An Access Method Based Query Processor for Spatial Database Systems
In Proceedings of the International Workshop on Database Management Systems for Geographical Applications, Capri, Italy: 273–292, 1991.
30H.-P. Kriegel, T. Brinkhoff, R. Schneider
An Efficient Map Overlay Algorithm based on Spatial Access Methods and Computational Geometry
In Proceedings of the International Workshop on Database Management Systems for Geographical Applications, Capri, Italy: 12–17, 1991.
29H.-P. Kriegel
Query Processing in Spatial Database Systems
In Proceedings on occasion of H. Maurer's 50th birthday, New Results and New Trends in Computer Science, Graz, Austria: 172–191, 1991.
1990
28H.-P. Kriegel, P. Heep, S. Heep, M. Schiewitz, R. Schneider, B. Seeger
Datenbanksysteme im Umweltbereich: Anforderungen und Konzepte
Impulse aus der Forschung (University of Bremen), 1990.
27B. Seeger, H.-P. Kriegel
The Buddy Tree: An Efficient and Robust Access Method for Spatial Data Base Systems
In Proceedings of the 16th International Conference on Very Large Data Bases (VLDB), Brisbane, Australia: 590–601, 1990.
26B. Seeger, H.-P. Kriegel
Design, Implementation and Performance Comparison of the Buddy Tree
In Proceedings of the 1st International Conference on Database and Expert Systems Applications (DEXA), Vienna, Austria: 203–207, 1990.
25H.-P. Kriegel, R. Schneider
Entwurf eines Bioindikations-Datenbanksystems
In Proceedings of the 5th International Symposium on Informatik für den Umweltschutz, Vienna, Austria: 17–26, 1990.
24N. Beckmann, H.-P. Kriegel, R. Schneider, B. Seeger
The R*-Tree: An Efficient and Robust Access Method for Points and Rectangles
In Proceedings of the ACM International Conference on Management of Data (SIGMOD), Atlantic City, NJ: 322–331, 1990.
23H.-P. Kriegel, B. Seeger, R. Schneider, N. Beckmann
The R*-tree: An Efficient Access Method for Geographic Information Systems
In Proceedings of the International Conference on Geographic Information Systems, Ottawa, Canada, 1990.
1989
22 R. Schneider, H.-P. Kriegel, B. Seeger, S. Heep
Retrieving of parts with geometric similarity
Foundations of Data Organization and Algorithms: 241–245, 1989.
21A. Becker, A. Bücker, R. Janßen, H.-P. Kriegel, K. Matthes, W. F. Henschel
Ein System zur postoperativen Erfassung von Narkoseprotokollen
In GI-Jahrestagung: 688–703, 1989.
20R. Schneider, H.-P. Kriegel, B. Seeger, S. Heep
Geometry-based similarity retrieval of rotational parts
, 1989.
19H.-P. Kriegel, M. Schiwietz, R. Schneider, B. Seeger
Effiziente Punkt- und Raumzugriffsstrukturen für Geo-Datenbanksysteme - Ein Leistungsvergleich
, 1989.
1988
18B. Seeger, H.-P. Kriegel
Spatial Access Methods based on Dynamic Hashing
In Data Base Workshops: 22–36, 1988.
17H.-P. Kriegel, B. Seeger
PLOP-Hashing: A Grid File without Directory
In International Conference on Data Engineering: 369–376, 1988.
16 S. Heep, H.-P. Kriegel, R. Schneider, B. Seeger
Konzepte zur Suche geometrisch ähnlicher Bauteile
In Non-Standard Datenbanken für Anwendungen der Graphischen Datenverarbeitung, GI-Fachgespräch: 166–183, 1988.
15B. Seeger, H.-P. Kriegel
Techniques for Design and Implementation of Efficient Spatial Access Methods
In Proceedings of the 14th International Conference on Very Large Data Bases (VLDB), Los Angeles, CA: 360–371, 1988.
1987
14H.-P. Kriegel, B. Seeger
Multidimensional Dynamic Quantile Hashing is Very Efficient for Non-Uniform Record Distributions
In International Conference on Data Engineering: 10–17, 1987.
1986
13H.-P. Kriegel, B. Seeger
Multidimensional Order Preserving Linear Hashing with Partial Expansions
In International Conference on Database Theory: 203–220, 1986.
1985
12H.-P. Kriegel, R. Mannss, M. H. Overmars
The Inverted File Tree Machine: Efficient Multi-Key Retrieval for VLSI
In Conference on Foundations of Data Organization and Algorithms: 279–291, 1985.
1983
11 H.-P. Kriegel, Y.S. Kwong
Insertion-safeness in balanced trees
Information Processing Letters, 16(5): 259–264, 1983.
1982
10A. B. Cremers, H.-P. Kriegel
Theoretical Computer Science, 6th GI-Conference
, 1982.
1981
9H.-P. Kriegel, V. K. Vaishnavi
Weighted Multidimensional B-trees Used as Nearly Optimal Dynamic Dictionaries
In: Mathematical Foundations of Computer Science, Springer: 410–417, 1981.
8R. H. Güting, H.-P. Kriegel
Dynamic k-Dimensional Multiway Search under Time-Varying Access Frequencies
In: Theoretical Computer Science, Springer: 135–145, 1981.
1980
7V. K. Vaishnavi, H.-P. Kriegel, D. Wood
Optimum Multiway Search Trees
Acta Informatica, 14(2): 119–133, 1980.
6V. K. Vaishnavi, H.-P. Kriegel, D. Wood
Space and time optimal algorithms for a class of rectangle intersection problems
Information Sciences, 21(1): 59–67, 1980.
5R. H. Güting, H.-P. Kriegel
Multidimensional B-tree: An Efficient Dynamic File Structure for Exact Match Queries
In GI-Jahrestagung: 375–388, 1980.
1979
4V. K. Vaishnavi, H.-P. Kriegel, D. Wood
Height Balanced 2–3 Trees
Computing, 21(3): 195–211, 1979.
1977
3H.-P. Kriegel, T. Ottmann
Left-Fitting Translations
In International Colloquium on Automata, Languages and Programming: 309–322, 1977.
1976
2H.-P. Kriegel, H. A. Maurer
Formal Translations and Szilard Languages
Information and Computation/information and Control, 30(2): 187–198, 1976.
1975
1H.-P. Kriegel, H. A. Maurer
Formal translations and the containment problem for Szilard languages
In: Automata Theory and Formal Languages, Springer: 233–238, 1975.
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