Souptik Datta

According to our database, Souptik Datta authored at least 10 papers between 2003 and 2009.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2009

Approximate Distributed K-Means Clustering over a Peer-to-Peer Network.

Souptik Datta, Chris Giannella, Hillol Kargupta

IEEE Trans. Knowl. Data Eng., 2009

A communication efficient probabilistic algorithm for mining frequent itemsets from a peer-to-peer network.

Souptik Datta, Hillol Kargupta

Stat. Anal. Data Min., 2009

2007

Uniform Data Sampling from a Peer-to-Peer Network.

Souptik Datta, Hillol Kargupta

Proceedings of the 27th IEEE International Conference on Distributed Computing Systems (ICDCS 2007), 2007

2006

Clustering distributed data streams in peer-to-peer environments.

Sanghamitra Bandyopadhyay, Chris Giannella, Ujjwal Maulik, Hillol Kargupta, Kun Liu, Souptik Datta

Inf. Sci., 2006

Distributed Data Mining in Peer-to-Peer Networks.

Souptik Datta, Kanishka Bhaduri, Chris Giannella, Ran Wolff, Hillol Kargupta

IEEE Internet Comput., 2006

K-Means Clustering Over a Large, Dynamic Network.

Souptik Datta, Chris Giannella, Hillol Kargupta

Proceedings of the Sixth SIAM International Conference on Data Mining, 2006

2005

Random-data perturbation techniques and privacy-preserving data mining.

Hillol Kargupta, Souptik Datta, Qi Wang, Krishnamoorthy Sivakumar

Knowl. Inf. Syst., 2005

2003

Analysis of privacy preserving random perturbation techniques: further explorations.

Haimonti Dutta, Hillol Kargupta, Souptik Datta, Krishnamoorthy Sivakumar

Proceedings of the 2003 ACM Workshop on Privacy in the Electronic Society, 2003

On the Privacy Preserving Properties of Random Data Perturbation Techniques.

Hillol Kargupta, Souptik Datta, Qi Wang, Krishnamoorthy Sivakumar

Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 2003

Homeland security and privacy sensitive data mining from multi-party distributed resources.

Hillol Kargupta, Kun Liu, Souptik Datta, Jessica Ryan, Krishnamoorthy Sivakumar

Proceedings of the 12th IEEE International Conference on Fuzzy Systems, 2003