S. Datta

K-Means Clustering over Peer-to-peer Networks

H. Kargupta, S. Datta, C. Giannella, 2005 .

An Integrated Approach For Efficient Privacy Preserving Distributed Data

S. Datta, Qi Wang, Souptik Datta, 2022 .

K-Means Clustering Over a Large, Dynamic Network

Hillol Kargupta, Chris Giannella, Souptik Datta, 2006, SDM.

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

Hillol Kargupta, Chris Giannella, Souptik Datta, 2009, IEEE Transactions on Knowledge and Data Engineering.

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

Hillol Kargupta, Souptik Datta, H. Kargupta, 2009, Stat. Anal. Data Min..

Clustering distributed data streams in peer-to-peer environments

Ujjwal Maulik, Sanghamitra Bandyopadhyay, Kun Liu, 2006, Inf. Sci..

Distributed Data Mining in Peer-to-Peer Networks

Ran Wolff, Hillol Kargupta, Kanishka Bhaduri, 2006, IEEE Internet Computing.

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

Kun Liu, Hillol Kargupta, Krishnamoorthy Sivakumar, 2003, The 12th IEEE International Conference on Fuzzy Systems, 2003. FUZZ '03..

Random-data perturbation techniques and privacy-preserving data mining

Qi Wang, Hillol Kargupta, Krishnamoorthy Sivakumar, 2005, Knowledge and Information Systems.

On the privacy preserving properties of random data perturbation techniques

Qi Wang, Hillol Kargupta, Krishnamoorthy Sivakumar, 2003, Third IEEE International Conference on Data Mining.

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

Hillol Kargupta, Souptik Datta, H. Kargupta, 2009 .