Kamalika Das

Role: Other
Affiliation: Other
VCard: KamalikaDas.vcf
URL: http://www.csee.umbc.edu/~kdas1/
Email: kdas1 AT umbc DOT edu

Author of 12 resources

  1. 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, 33 downloads.
  2. Kamalika Das, "Mechanisms for distributed privacy-preserving data mining", Presentation, September 18, 2009, 73 downloads.
  3. 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.
  4. Kamalika Das, "Game-theoretic approach toward privacy preserving distributed data mining", PhdThesis, August 21, 2009.
  5. Kamalika Das, Hillol Kargupta, Kanishka Bhaduri, "Privacy Preserving Local Asynchronous Algorithm for Feature Selection in a Peer-to-Peer Network", Article, November 30, 2008.
  6. 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.
  7. 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.
  8. Kamalika Das, Hillol Kargupta, "Privacy Preserving Distributed Data Mining: A Game-Theoretic Approach", Poster, September 11, 2008, 131 downloads.
  9. 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.
  10. 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, 20 downloads.
  11. Kamalika Das, Hillol Kargupta, "A Game Theoretic Framework for Distributed Privacy Preserving Data Mining", Article, February 18, 2008.
  12. 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.