معرفی
Professor Hillol Kargupta is a faculty member in the Department of Computer Science and Electrical Engineering at the University of Maryland Baltimore County. He received his Ph.D. in Computer Science from the University of Illinois at Urbana-Champaign in 1996 and co-founded AGNIK LLC, a ubiquitous data analytics company. His research spans distributed and ubiquitous data mining, sensor networks, privacy-preserving techniques, sustainable computing, and security applications.
- Research Interests: Mobile/distributed data mining, vehicular sensor networks, peer-to-peer systems, privacy-preserving algorithms, data stream analysis, and societal impacts of knowledge discovery
- Education: Ph.D. in Computer Science (1996), University of Illinois at Urbana-Champaign
His work addresses privacy-preserving data mining with random perturbation techniques, distributed eigen-monitoring for astronomy data streams, and asynchronous P2P algorithms for clustering/classification. Recent publications focus on greenhouse emissions analysis, scalable outlier detection, and secure distributed inferencing.
Scientific awards include:
- 2013 Frost & Sullivan Award (Agnik LLC)
- 2010 IEEE Fellow
- Top-10 Data Mining Case Study (ICDM'2010)
- 2008 IBM Innovation Award
- 2007 NSF Next Generation Data Mining Symposium
- 2003 IEEE Data Mining Best Paper Award
