Kanishka Bhaduri

35 papers A* 4A 4Journal 17Unranked 8

Year	Rank	Type	Title / Venue / Authors
2017	J	`jnl`	Collaborative Filtering for Binary, Positiveonly Data. SIGKDD Explor. Koen Verstrepen, Kanishka Bhaduri, Boris Cule, Bart Goethals
2016	—	`conf`	Distributed Support Vector Machines: An Overview. Solving Large Scale Learning Tasks Marco Stolpe, Kanishka Bhaduri, Kamalika Das
2015	—	`conf`	Large scale support vector regression for aviation safety. IEEE BigData Kamalika Das, Kanishka Bhaduri, Bryan L. Matthews, Nikunj C. Oza
2014	J	`jnl`	Discovering Anomalous Aviation Safety Events Using Scalable Data Mining Algorithms. J. Aerosp. Inf. Syst. Bryan L. Matthews, Santanu Das, Kanishka Bhaduri, Kamalika Das, Rodney Martin, Nikunj C. Oza
2014	J	`jnl`	Exploiting graph-theoretic tools for matching in carpooling applications. J. Ambient Intell. Humaniz. Comput. Luk Knapen, Ansar-Ul-Haque Yasar, Sungjin Cho, Daniel Keren, Abed Abu Dbai, Tom Bellemans, Davy Janssens, Geert Wets, Assaf Schuster, Izchak Sharfman, Kanishka Bhaduri
2013	—	`conf`	Anomaly Detection in Vertically Partitioned Data by Distributed Core Vector Machines. ECML/PKDD (3) Marco Stolpe, Kanishka Bhaduri, Kamalika Das, Katharina Morik
2013	J	`jnl`	Discovering Anomalous Aviation Safety Events Using Scalable Data Mining Algorithms. J. Aerosp. Inf. Syst. Bryan L. Matthews, Santanu Das, Kanishka Bhaduri, Kamalika Das, Rodney Martin, Nikunj C. Oza
2013	—	`ch.`	Distributed Data Mining in Sensor Networks. Managing and Mining Sensor Data Kanishka Bhaduri, Marco Stolpe
2013	J	`jnl`	Understanding large text corpora via sparse machine learning. Stat. Anal. Data Min. Laurent El Ghaoui, Vu Pham, Guan-Cheng Li, Viet-An Duong, Ashok N. Srivastava, Kanishka Bhaduri
2012	J	`jnl`	Introduction to data mining for sustainability. Data Min. Knowl. Discov. Katharina Morik, Kanishka Bhaduri, Hillol Kargupta
2011	A*	`conf`	Algorithms for speeding up distance-based outlier detection. KDD Kanishka Bhaduri, Bryan L. Matthews, Chris Giannella
2011	—	`conf`	Detecting Abnormal Machine Characteristics in Cloud Infrastructures. ICDM Workshops Kanishka Bhaduri, Kamalika Das, Bryan L. Matthews
2011	A	`conf`	Distributed Monitoring of the R2 Statistic for Linear Regression. SDM Kanishka Bhaduri, Kamalika Das, Chris Giannella
2011	J	`jnl`	Distributed anomaly detection using 1-class SVM for vertically partitioned data. Stat. Anal. Data Min. Kamalika Das, Kanishka Bhaduri, Petr Votava
2011	J	`jnl`	Multi-objective optimization based privacy preserving distributed data mining in Peer-to-Peer networks. Peer-to-Peer Netw. Appl. Kamalika Das, Kanishka Bhaduri, Hillol Kargupta
2011	J	`jnl`	Privacy-Preserving Outlier Detection Through Random Nonlinear Data Distortion. IEEE Trans. Syst. Man Cybern. Part B Kanishka Bhaduri, Mark D. Stefanski, Ashok N. Srivastava
2011	J	`jnl`	Scalable, asynchronous, distributed eigen monitoring of astronomy data streams. Stat. Anal. Data Min. Kanishka Bhaduri, Kamalika Das, Kirk D. Borne, Chris Giannella, Tushar Mahule, Hillol Kargupta
2011	—	`conf`	Sparse Machine Learning Methods for Understanding Large Text Corpora. CIDU Laurent El Ghaoui, Guan-Cheng Li, Viet-An Duong, Vu Pham, Ashok N. Srivastava, Kanishka Bhaduri
2010	J	`jnl`	A local asynchronous distributed privacy preserving feature selection algorithm for large peer-to-peer networks. Knowl. Inf. Syst. Kamalika Das, Kanishka Bhaduri, Hillol Kargupta
2010	—	`conf`	Distributed Anomaly Detection using Satellite Data From Multiple Modalitie. CIDU Kanishka Bhaduri, Kamalika Das, Petr Votava
2010	A*	`conf`	Fast and Flexible Multivariate Time Series Subsequence Search. ICDM Kanishka Bhaduri, Qiang Zhu, Nikunj C. Oza, Ashok N. Srivastava
2009	A*	`conf`	?-Anomica: A Fast Support Vector Based Novelty Detection Technique. ICDM Santanu Das, Kanishka Bhaduri, Nikunj C. Oza, Ashok N. Srivastava
2009	J	`jnl`	A Generic Local Algorithm for Mining Data Streams in Large Distributed Systems. IEEE Trans. Knowl. Data Eng. Ran Wolff, Kanishka Bhaduri, Hillol Kargupta
2009	—	`conf`	A Local Distributed Peer-to-Peer Algorithm Using Multi-Party Optimization Based Privacy Preservation for Data Mining Primitive Computation. Peer-to-Peer Computing Kamalika Das, Kanishka Bhaduri, Hillol Kargupta
2009	A*	`conf`	A Local Scalable Distributed Expectation Maximization Algorithm for Large Peer-to-Peer Networks. ICDM Kanishka Bhaduri, Ashok N. Srivastava
2009	A	`conf`	Scalable Distributed Change Detection from Astronomy Data Streams Using Local, Asynchronous Eigen Monitoring Algorithms. SDM Kamalika Das, Kanishka Bhaduri, Sugandha Arora, Wesley Griffin, Kirk D. Borne, Chris Giannella, Hillol Kargupta
2008	J	`jnl`	A Scalable Local Algorithm for Distributed Multivariate Regression. Stat. Anal. Data Min. Kanishka Bhaduri, Hillol Kargupta
2008	A	`conf`	An Efficient Local Algorithm for Distributed Multivariate Regression in Peer-to-Peer Networks. SDM Kanishka Bhaduri, Hillol Kargupta
2008	J	`jnl`	Distributed Decision-Tree Induction in Peer-to-Peer Systems. Stat. Anal. Data Min. Kanishka Bhaduri, Ran Wolff, Chris Giannella, Hillol Kargupta
2008	J	`jnl`	Distributed Identification of Top-l Inner Product Elements and its Application in a Peer-to-Peer Network. IEEE Trans. Knowl. Data Eng. Kamalika Das, Kanishka Bhaduri, Kun Liu, Hillol Kargupta
2007	—	`ch.`	Algorithms for Distributed Data Stream Mining. Data Streams - Models and Algorithms Kanishka Bhaduri, Kamalika Das, Krishnamoorthy Sivakumar, Hillol Kargupta, Ran Wolff, Rong Chen
2007	—	`conf`	Peer-to-Peer Data Mining, Privacy Issues, and Games. AIS-ADM Kanishka Bhaduri, Kamalika Das, Hillol Kargupta
2006	J	`jnl`	Client-side web mining for community formation in peer-to-peer environments. SIGKDD Explor. Kun Liu, Kanishka Bhaduri, Kamalika Das, Phuong Nguyen, Hillol Kargupta
2006	J	`jnl`	Distributed Data Mining in Peer-to-Peer Networks. IEEE Internet Comput. Souptik Datta, Kanishka Bhaduri, Chris Giannella, Ran Wolff, Hillol Kargupta
2006	A	`conf`	Local L2-Thresholding Based Data Mining in Peer-to-Peer Systems. SDM Ran Wolff, Kanishka Bhaduri, Hillol Kargupta