Souptik Datta

Publication Activity (10 Years)

Years Active: 2003-2009
Publications (10 Years): 0

Publications

Souptik Datta, Chris Giannella, Hillol Kargupta
Approximate Distributed K-Means Clustering over a Peer-to-Peer Network. IEEE Trans. Knowl. Data Eng. 21 (10) (2009)
Souptik Datta, Hillol Kargupta
A communication efficient probabilistic algorithm for mining frequent itemsets from a peer-to-peer network. Stat. Anal. Data Min. 2 (1) (2009)
Souptik Datta, Hillol Kargupta
Uniform Data Sampling from a Peer-to-Peer Network. ICDCS (2007)
Souptik Datta, Chris Giannella, Hillol Kargupta
K-Means Clustering Over a Large, Dynamic Network. SDM (2006)
Souptik Datta, Kanishka Bhaduri, Chris Giannella, Ran Wolff, Hillol Kargupta
Distributed Data Mining in Peer-to-Peer Networks. IEEE Internet Comput. 10 (4) (2006)
Sanghamitra Bandyopadhyay, Chris Giannella, Ujjwal Maulik, Hillol Kargupta, Kun Liu, Souptik Datta
Clustering distributed data streams in peer-to-peer environments. Inf. Sci. 176 (14) (2006)
Hillol Kargupta, Souptik Datta, Qi Wang, Krishnamoorthy Sivakumar
Random-data perturbation techniques and privacy-preserving data mining. Knowl. Inf. Syst. 7 (4) (2005)
Haimonti Dutta, Hillol Kargupta, Souptik Datta, Krishnamoorthy Sivakumar
Analysis of privacy preserving random perturbation techniques: further explorations. WPES (2003)
Hillol Kargupta, Kun Liu, Souptik Datta, Jessica Ryan, Krishnamoorthy Sivakumar
Homeland security and privacy sensitive data mining from multi-party distributed resources. FUZZ-IEEE (2003)
Hillol Kargupta, Souptik Datta, Qi Wang, Krishnamoorthy Sivakumar
On the Privacy Preserving Properties of Random Data Perturbation Techniques. ICDM (2003)