My research is in Data Mining. Starting Summer 2004, I am working as a research assistant under Dr. Hillol Kargupta. My research interest is Distributed Data Mining, Statistical Data Mining, Web Mining, and Distributed Data Stream Mining.

In the past I had been interested in Computer Graphics and Visualization. I had been researching on computational geometry and optimization-based animation under Dr. Victor Milenkovic at University of Miami.

Project Name : Peer-to-Peer Web Mining
Supervisor : Dr. Hillol Kargupta, University of Maryland, Baltimore County
Funded By :
Spring 2006 - Present

Project Name : Peer-to-Peer Regression Analysis
Supervisor : Dr. Hillol Kargupta, University of Maryland, Baltimore County
Funded By :
Dec 2006 - Present

Project Name : Peer-to-Peer Data Mining
Supervisor : Ran Wolff and Dr. Hillol Kargupta, University of Maryland, Baltimore County
Funded By : NSF
Summer 2005 - Present

Project Name : Computation in Gene Expression and Quasi-Linear Function Representation
Supervisor : Dr. Hillol Kargupta, University of Maryland, Baltimore County
Funded By : NSF
Summer 2004 - Present

Project Name : Privacy Preserving Random Encoding Techniques
Supervisor : Dr. Hillol Kargupta, University of Maryland, Baltimore County
Course : Foundations of Data Mining, University of Maryland, Baltimore County
Spring 2005

• Academic Version 
• Professional Version

Journals:

• K. Bhaduri, H. Kargupta. A Scalable Local Algorithm for Distributed Multivariate Regression. Statistical Analysis and Data Mining Journal (accepted in press). 2008. [pdf]

• K. Bhaduri, R. Wolff, C. Giannella, H. Kargupta. Distributed Decision Tree Induction in Peer-to-Peer Systems. Statistical Analysis and Data Mining. Volume 1, Issue 2, pp. 85-103. June 2008. [pdf]

• K. Das, K. Bhaduri, K. Liu, H. Kargupta. Distributed Identification of Top-l Inner Product Elements and its Application in a Peer-to-Peer Network. IEEE Transactions on Knowledge and Data Engineering. Volume 20, Issue 4, pp. 475-488. April 2008. [pdf]

• K. Liu, K. Bhaduri, K. Das, P. Nguyen, H. Kargupta. Client-side Web Mining for Community Formation in Peer-to-Peer Environments. SIGKDD Explorations. Volume 8, Issue 2, pp. 11-20. December 2006. [pdf]

• R. Wolff, K. Bhaduri, H. Kargupta. A Generic Local Algorithm for Mining Data Streams in Large Distributed Systems. 2006. (In communication)

Conferences:

• K. Das, K. Bhaduri, H. Kargupta. A Distributed Privacy Preserving Local Algorithm for Peer-to-Peer Data Mining. (In Communication). 2008.

• K. Bhaduri, H. Kargupta. An Efficient Local Algorithm for Distributed Multivariate Regression in Peer-to-Peer Networks. SIAM International Conference on Data Mining, Atlanta, Georgia. pp. 153-164. 2008. (Best of SDM'08). [pdf]

• R. Wolff, K. Bhaduri, H. Kargupta. Local L2 Thresholding Based Data Mining in Peer-to-Peer Systems. SIAM International Conference in Data Mining, Bethesda, Maryland, USA. pp. 430-441. 2006. [pdf]

Workshops:

• K. Liu, K Bhaduri, K. Das, P. Nguyen, H. Kargupta. Client-side Web Mining for Community Formation in Peer-to-Peer Environments. SIGKDD workshop on web usage and analysis (WebKDD). Philadelphia, Pennsylvania, USA. 2006. [pdf] (Selected as the most interesting paper from the WebKDD workshop)

• S. Datta, K. Bhaduri, C. Giannella, R. Wolff, H. Kargupta. Distributed Data Mining in Peer-to-Peer Networks. IEEE Internet Computing special issue on Distributed Data Mining. Volume 10, Number 4, pp. 18-26. 2006. [pdf]

• K. Bhaduri, K. Das, K. SivaKumar, H. Kargupta, R. Wolff, R. Chen. Algorithms for Distributed Data Stream Mining. A chapter in Data Streams: Models and Algorithms, Charu Aggarwal (Editor), Springer. pp. 309-332. 2006.

• K. Bhaduri, K. Das, H. Kargupta. Peer-to-Peer Data Mining. Autonomous Intelligent Systems: Agents and Data Mining. V. Gorodetsky, C. Zhang, V. Skormin, L. Cao (Editors), LNAI 4476, Springer. pp. 1-10. 2007. [pdf]

• M.P. Birla Smarak Kosh Scholarship, South Point High School - Air fare to USA, July 2003

• Designed web page for AID Baltimore chapter