Kanishka Bhaduri

Katharina Morik, Kanishka Bhaduri, Hillol Kargupta: Introduction to data mining for sustainability. Data Min. Knowl. Discov. 24(2): 311-324 (2012)

Kamalika Das, Kanishka Bhaduri, Hillol Kargupta: Multi-objective optimization based privacy preserving distributed data mining in Peer-to-Peer networks. Peer-to-Peer Networking and Applications 4(2): 192-209 (2011)

Kanishka Bhaduri, Kamalika Das, Kirk D. Borne, Chris Giannella, Tushar Mahule, Hillol Kargupta: Scalable, asynchronous, distributed eigen monitoring of astronomy data streams. Statistical Analysis and Data Mining 4(3): 336-352 (2011)

Kamalika Das, Kanishka Bhaduri, Petr Votava: Distributed anomaly detection using 1-class SVM for vertically partitioned data. Statistical Analysis and Data Mining 4(4): 393-406 (2011)

Kanishka Bhaduri, Mark D. Stefanski, Ashok N. Srivastava: Privacy-Preserving Outlier Detection Through Random Nonlinear Data Distortion. IEEE Transactions on Systems, Man, and Cybernetics, Part B 41(1): 260-272 (2011)

Laurent El Ghanoui, Guan-Cheng Li, Viet-An Duong, Vu Pham, Ashok N. Srivastava, Kanishka Bhaduri: Sparse Machine Learning Methods for Understanding Large Text Corpora. CIDU 2011: 159-173

Kanishka Bhaduri, Kamalika Das, Bryan L. Matthews: Detecting Abnormal Machine Characteristics in Cloud Infrastructures. ICDM Workshops 2011: 137-144

Kanishka Bhaduri, Bryan L. Matthews, Chris Giannella: Algorithms for speeding up distance-based outlier detection. KDD 2011: 859-867

Kanishka Bhaduri, Kamalika Das, Chris Giannella: Distributed Monitoring of the R2 Statistic for Linear Regression. SDM 2011: 438-449

Kamalika Das, Kanishka Bhaduri, Hillol Kargupta: A local asynchronous distributed privacy preserving feature selection algorithm for large peer-to-peer networks. Knowl. Inf. Syst. 24(3): 341-367 (2010)

Kanishka Bhaduri, Kamalika Das, Petr Votava: Distributed Anomaly Detection using Satellite Data From Multiple Modalitie. CIDU 2010: 109-123

Kanishka Bhaduri, Qiang Zhu, Nikunj C. Oza, Ashok N. Srivastava: Fast and Flexible Multivariate Time Series Subsequence Search. ICDM 2010: 48-57

Ran Wolff, Kanishka Bhaduri, Hillol Kargupta: A Generic Local Algorithm for Mining Data Streams in Large Distributed Systems. IEEE Trans. Knowl. Data Eng. 21(4): 465-478 (2009)

Kanishka Bhaduri, Ashok N. Srivastava: A Local Scalable Distributed Expectation Maximization Algorithm for Large Peer-to-Peer Networks. ICDM 2009: 31-40

Santanu Das, Kanishka Bhaduri, Nikunj C. Oza, Ashok N. Srivastava: ?-Anomica: A Fast Support Vector Based Novelty Detection Technique. ICDM 2009: 101-109

Kamalika Das, Kanishka Bhaduri, Hillol Kargupta: A Local Distributed Peer-to-Peer Algorithm Using Multi-Party Optimization Based Privacy Preservation for Data Mining Primitive Computation. Peer-to-Peer Computing 2009: 212-221

Kamalika Das, Kanishka Bhaduri, Sugandha Arora, Wesley Griffin, Kirk D. Borne, Chris Giannella, Hillol Kargupta: Scalable Distributed Change Detection from Astronomy Data Streams Using Local, Asynchronous Eigen Monitoring Algorithms. SDM 2009: 245-156

Kanishka Bhaduri, Ran Wolff, Chris Giannella, Hillol Kargupta: Distributed Decision-Tree Induction in Peer-to-Peer Systems. Statistical Analysis and Data Mining 1(2): 85-103 (2008)

Kanishka Bhaduri, Hillol Kargupta: A Scalable Local Algorithm for Distributed Multivariate Regression. Statistical Analysis and Data Mining 1(3): 177-194 (2008)

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. IEEE Trans. Knowl. Data Eng. 20(4): 475-488 (2008)

Kanishka Bhaduri, Hillol Kargupta: An Efficient Local Algorithm for Distributed Multivariate Regression in Peer-to-Peer Networks. SDM 2008: 153-164

Kanishka Bhaduri, Kamalika Das, Hillol Kargupta: Peer-to-Peer Data Mining, Privacy Issues, and Games. AIS-ADM 2007: 1-10

Kanishka Bhaduri, Kamalika Das, Krishnamoorthy Sivakumar, Hillol Kargupta, Ran Wolff, Rong Chen: Algorithms for Distributed Data Stream Mining. Data Streams - Models and Algorithms 2007: 309-331

Souptik Datta, Kanishka Bhaduri, Chris Giannella, Ran Wolff, Hillol Kargupta: Distributed Data Mining in Peer-to-Peer Networks. IEEE Internet Computing 10(4): 18-26 (2006)

Kun Liu, Kanishka Bhaduri, Kamalika Das, Phuong Nguyen, Hillol Kargupta: Client-side web mining for community formation in peer-to-peer environments. SIGKDD Explorations 8(2): 11-20 (2006)

Ran Wolff, Kanishka Bhaduri, Hillol Kargupta: Local L2-Thresholding Based Data Mining in Peer-to-Peer Systems. SDM 2006