Kamalika Das

Role: Student
Affiliation: UMBC
Department: Computer Science
Email: kdas1 AT umbc DOT edu
Business Address: ITE 363, Dept of CSEE, 1000 Hilltop Circle, Baltimore, Maryland 21250, USA
Currently I am a member of the DIADIC Research Lab at UMBC. My advisor is Dr. Hillol Kargupta. Before joining UMBC, I completed my undergraduate education in Computer Science and Engineering from BPPIMT, Calcutta. I received my MS in Computer Science from UMBC in 2005.

My areas of interest include:

  • Privacy Preserving Data Mining
  • Distributed Mining in Large-scale (P2P) Networks
  • Web Mining and Social Network Analysis

Author of 15 resources

  1. Kamalika Das, Kanishka Bhaduri, Hillol Kargupta, "Privacy Preserving Local Asynchronous Algorithm for Feature Selection in a Peer-to-Peer Network", Article, Knowledge and Information Systems, July 20, 2010.
  2. Hillol Kargupta, Chris Giannella, Kirk Borne, Wesley Griffin, Sugandha Arora, Kanishka Bhaduri, Kamalika Das, "Scalable Distributed Change Detection from Astronomy Data Streams using Local, Asynchronous Eigen Monitoring Algorithms", Article, Ninth SIAM International Conference on Data Mining (SDM), November 01, 2009, 561 downloads.
  3. Kamalika Das, "Mechanisms for distributed privacy-preserving data mining", Presentation, September 18, 2009, 1086 downloads.
  4. Kamalika Das, Kanishka Bhaduri, Hillol Kargupta, "A Distributed Asynchronous Local Algorithm using Multi-party Optimization based Privacy Preservation", InProceedings, Proceedings of the 2009 IEEE International Conference on Peer-to-Peer Computing, September 09, 2009.
  5. Kamalika Das, Hillol Kargupta, "A Local Distributed Peer-to-Peer Data Mining Algorithm Using Multi-Party Optimization Based Privacy Preservation", InProceedings, International Conference on Peer-to-Peer Computing, September 08, 2009.
  6. Kamalika Das, "Game-theoretic approach toward privacy preserving distributed data mining", PhdThesis, August 21, 2009.
  7. Kamalika Das, Hillol Kargupta, Kanishka Bhaduri, "Privacy Preserving Local Asynchronous Algorithm for Feature Selection in a Peer-to-Peer Network", Article, November 30, 2008.
  8. Kamalika Das, Kanishka Bhaduri, Sugandha Arora, Wesley Griffin, Kirk Borne, Chris Giannella, Hillol Kargupta, "Scalable Distributed Change Detection from Astronomy Data Streams using Local, Asynchronous Eigen Monitoring Algorithms", Article, 2009 SIAM Data Mining Conference, November 30, 2008.
  9. Kun Liu, Kamalika Das, Tyrone Grandison, Hillol Kargupta, "Preserving Data Analysis on Graphs and Social Networks", Article, Next Generation Data Mining. Edited by Hillol Kargupta, Jiawei Han, Philip Yu, Rajeev Motwani, and Vipin Kumar, CRC Press, 2008, November 18, 2008.
  10. Kamalika Das, Hillol Kargupta, "Privacy Preserving Distributed Data Mining: A Game-Theoretic Approach", Poster, September 11, 2008, 1014 downloads.
  11. Kamalika Das, Kanishka Bhaduri, Kun Liu, Hillol Kargupta, "Distributed Identification of Top-/l/ Inner Product Elements and its Application in a Peer-to-Peer Network", Article, Transactions on Knowledge and Data Engineering. Volume 20, Issue 4, pp. 475-488, April 18, 2008.
  12. Hillol Kargupta, Kun Liu, Kamalika Das, Kanishka Bhaduri, "Distributed Identification of Top-l Inner Product Elements and its Application in a Peer-to-Peer Network", Article, IEEE Transactions on Knowledge and Data Engineering., April 02, 2008, 407 downloads.
  13. Kamalika Das, Hillol Kargupta, "A Game Theoretic Framework for Distributed Privacy Preserving Data Mining", Article, February 18, 2008.
  14. Kanishka Bhaduri, Kamalika Das, Hillol Kargupta, "Peer-to-Peer Data Mining", Article, Autonomous Intelligent Systems: Agents and Data Mining. V. Gorodetsky, C. Zhang, V. Skormin, L. Cao (Editors), LNAI 4476, Springer. pp. 1-10. 2007, November 18, 2007.
  15. Hillol Kargupta, Kamalika Das, Kun Liu, "A Game Theoretic Approach toward Multi-Party Privacy-Preserving Distributed Data Mining", Proceedings, Proceedings of the 11th European Conference on Principles and Practice of Knowledge Discovery in Databases, Warsaw, Poland, September 2007, Pages 523-531, Springer Berlin / Heidelberg, September 18, 2007.