News:
2007 NSF Next Generation Data Mining Symposium
Thought-Highlights:
Economics of privacy-preserving data mining (ICDE'07 panel)
Data Mining in Vehicular Sensor Networks: Technical and Marketing Challenges (KDD'07 talk)
Thoughts on Human Emotions, Communication Breakthroughs, and the Next Generation of Data Mining (NGDM'07 talk)
Books


Data Mining: Next Generation Challenges and Future Directions
H. Kargupta, A. Joshi, K. Sivakumar, and Y. Yesha
MIT/AAAI Press (to be released in early 2004)

Advances in Distributed and Parallel Knowledge Discovery
Edited by Hillol Kargupta and Philip Chan

Research Interests

  • My work on data analytics for connected cars has resulted in a market leading product called Vyncs
  • Distributed and ubiquitous data mining: Algorithm and experimental system development
  • Distributed computation, knowledge discovery, and how it influences the society
  • Peer-to-peer data mining
  • Privacy issues in mining multi-party distributed data.
  • Data stream mining for resource-constrained devices.
  • Distributed computation in gene expression, genetic algorithms and evolutionary systems
Research Projects

 

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