Inhaltsverzeichnis |
[ Prof. Dr. Matthias Renz | Research | Teaching | Publications | Services | Links ]
Research
My current research interests are:
- Uncertain Databases
- Modeling and Querying Uncertain Spatio-Temporal Data
- Probabilistic Query Processing and Similarity Search in Uncertain Data
- Uncertain Sensor Networks
- Uncertain Data Stream Processing
- Data Mining in Uncertain Data
- Searching in Scientific, Spatial and Spatio-Temporal Data
- Nearest Neighbor and Reverse Nearest Neighbor Query Processing
- Similarity Search and Data Mining in Time Series Databases, Data Streams, Multi-Media Databases and CAD-databases
- Traffic Data Management and Mining
- Spatial and Spatio-Temproal Query Processing in Traffic Networks
- Route Search in Multi-Attribute Network Graphs
- Traffic mining
My Projects (Funding)
- DFG (German Research Foundation)
- ProQUeST: Probabilistic Query Processing in Uncertain Spatio-Temporal Data (2013, 2 years)
- DAAD (German Academic Exchange Service)
- PPP Germany/Hongkong: Advanced Similarity Search in Uncertain Databases. (2010, 2 years), Project partner: Prof. Nikos Mamoulis, HKU, Hong Kong
- PPP Germany/Canada: Data Management in Static and Dynamic Sensor Networks in Consideration of Uncertain Sensor Data. (2011, 2 years), Project partner: Prof. Mario Nascimento, UofA, Edmonton, Canada
- PPP Germany/USA: Consistent Data Management of Inconsistent Spatio-Temporal Data. (2013, 2 years), Project partner: Prof. Goce Trajevsky, North-Western University, Evanston, IL, USA
- PPP Germany/USA: Geo-Social Network Query Processing and Data Analysis. (2014, 2 years), Project partner: Prof. Cyrus Shahabi, USC, Los Angeles, CA, USA
- PPP Germany/Hongkong: Analysis of Semantically Enriched Geo-Spatial Data. (2014, 2 years), Project partner: Prof. Nikos Mamoulis, HKU, Hong Kong
- PPP Germany/Hongkong: Geo-Multimedial Data Analysis based on User Generated Multimedia. (2015, 2 years), Project partner: Prof. Lei Chen, HKUST, Hong Kong
Current PhD Students and Postdocs
- Dr. Andreas Züfle (Postdoc)
- Klaus Schmid (PhD student)
- Christian Frey (PhD student)
- Sebastian Mattheis (PhD student, BMW Car IT)
- Maximilian Franzke (PhD student)
Recent PhD Students and Postdocs
- George Skoumas (PhD student, internship)
- Matthias Jakob (PhD student, Co-PI: H.-P. Kriegel, M. Schubert, P. Kröger)