Kanishka Bhaduri

According to our database, Kanishka Bhaduri authored at least 34 papers between 2006 and 2017.

Collaborative distances:

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

2017

Collaborative Filtering for Binary, Positiveonly Data.

Koen Verstrepen, Kanishka Bhaduri, Boris Cule, Bart Goethals

SIGKDD Explor., 2017

2016

Distributed Support Vector Machines: An Overview.

Marco Stolpe, Kanishka Bhaduri, Kamalika Das

Proceedings of the Solving Large Scale Learning Tasks. Challenges and Algorithms, 2016

2015

Large scale support vector regression for aviation safety.

Kamalika Das, Kanishka Bhaduri, Bryan L. Matthews, Nikunj C. Oza

Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

2014

Exploiting graph-theoretic tools for matching in carpooling applications.

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

J. Ambient Intell. Humaniz. Comput., 2014

2013

Understanding large text corpora via sparse machine learning.

Laurent El Ghaoui, Vu Pham, Guan-Cheng Li, Viet-An Duong, Ashok N. Srivastava, Kanishka Bhaduri

Stat. Anal. Data Min., 2013

Discovering Anomalous Aviation Safety Events Using Scalable Data Mining Algorithms.

Bryan L. Matthews, Santanu Das, Kanishka Bhaduri, Kamalika Das, Rodney Martin, Nikunj C. Oza

J. Aerosp. Inf. Syst., 2013

Anomaly Detection in Vertically Partitioned Data by Distributed Core Vector Machines.

Marco Stolpe, Kanishka Bhaduri, Kamalika Das, Katharina Morik

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013

Distributed Data Mining in Sensor Networks.

Kanishka Bhaduri, Marco Stolpe

Proceedings of the Managing and Mining Sensor Data, 2013

2012

Introduction to data mining for sustainability.

Katharina Morik, Kanishka Bhaduri, Hillol Kargupta

Data Min. Knowl. Discov., 2012

2011

Privacy-Preserving Outlier Detection Through Random Nonlinear Data Distortion.

Kanishka Bhaduri, Mark D. Stefanski, Ashok N. Srivastava

IEEE Trans. Syst. Man Cybern. Part B, 2011

Distributed anomaly detection using 1-class SVM for vertically partitioned data.

Kamalika Das, Kanishka Bhaduri, Petr Votava

Stat. Anal. Data Min., 2011

Scalable, asynchronous, distributed eigen monitoring of astronomy data streams.

Kanishka Bhaduri, Kamalika Das, Kirk D. Borne, Chris Giannella, Tushar Mahule, Hillol Kargupta

Stat. Anal. Data Min., 2011

Multi-objective optimization based privacy preserving distributed data mining in Peer-to-Peer networks.

Kamalika Das, Kanishka Bhaduri, Hillol Kargupta

Peer-to-Peer Netw. Appl., 2011

Distributed Monitoring of the R2 Statistic for Linear Regression.

Kanishka Bhaduri, Kamalika Das, Chris Giannella

Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011

Algorithms for speeding up distance-based outlier detection.

Kanishka Bhaduri, Bryan L. Matthews, Chris Giannella

Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

Detecting Abnormal Machine Characteristics in Cloud Infrastructures.

Kanishka Bhaduri, Kamalika Das, Bryan L. Matthews

Proceedings of the Data Mining Workshops (ICDMW), 2011

Sparse Machine Learning Methods for Understanding Large Text Corpora.

Laurent El Ghaoui, Guan-Cheng Li, Viet-An Duong, Vu Pham, Ashok N. Srivastava, Kanishka Bhaduri

Proceedings of the 2011 Conference on Intelligent Data Understanding, 2011

2010

A local asynchronous distributed privacy preserving feature selection algorithm for large peer-to-peer networks.

Kamalika Das, Kanishka Bhaduri, Hillol Kargupta

Knowl. Inf. Syst., 2010

Fast and Flexible Multivariate Time Series Subsequence Search.

Kanishka Bhaduri, Qiang Zhu, Nikunj C. Oza, Ashok N. Srivastava

Proceedings of the ICDM 2010, 2010

Distributed Anomaly Detection using Satellite Data From Multiple Modalitie.

Kanishka Bhaduri, Kamalika Das, Petr Votava

Proceedings of the 2010 Conference on Intelligent Data Understanding, 2010

2009

A Generic Local Algorithm for Mining Data Streams in Large Distributed Systems.

Ran Wolff, Kanishka Bhaduri, Hillol Kargupta

IEEE Trans. Knowl. Data Eng., 2009

Scalable Distributed Change Detection from Astronomy Data Streams Using Local, Asynchronous Eigen Monitoring Algorithms.

Kamalika Das, Kanishka Bhaduri, Sugandha Arora, Wesley Griffin, Kirk D. Borne, Chris Giannella, Hillol Kargupta

Proceedings of the SIAM International Conference on Data Mining, 2009

A Local Distributed Peer-to-Peer Algorithm Using Multi-Party Optimization Based Privacy Preservation for Data Mining Primitive Computation.

Kamalika Das, Kanishka Bhaduri, Hillol Kargupta

Proceedings of the Proceedings P2P 2009, 2009

?-Anomica: A Fast Support Vector Based Novelty Detection Technique.

Santanu Das, Kanishka Bhaduri, Nikunj C. Oza, Ashok N. Srivastava

Proceedings of the ICDM 2009, 2009

A Local Scalable Distributed Expectation Maximization Algorithm for Large Peer-to-Peer Networks.

Kanishka Bhaduri, Ashok N. Srivastava

Proceedings of the ICDM 2009, 2009

2008

Distributed Identification of Top-l Inner Product Elements and its Application in a Peer-to-Peer Network.

Kamalika Das, Kanishka Bhaduri, Kun Liu, Hillol Kargupta

IEEE Trans. Knowl. Data Eng., 2008

Distributed Decision-Tree Induction in Peer-to-Peer Systems.

Kanishka Bhaduri, Ran Wolff, Chris Giannella, Hillol Kargupta

Stat. Anal. Data Min., 2008

A Scalable Local Algorithm for Distributed Multivariate Regression.

Kanishka Bhaduri, Hillol Kargupta

Stat. Anal. Data Min., 2008

An Efficient Local Algorithm for Distributed Multivariate Regression in Peer-to-Peer Networks.

Kanishka Bhaduri, Hillol Kargupta

Proceedings of the SIAM International Conference on Data Mining, 2008

2007

Algorithms for Distributed Data Stream Mining.

Kanishka Bhaduri, Kamalika Das, Krishnamoorthy Sivakumar, Hillol Kargupta, Ran Wolff, Rong Chen

Proceedings of the Data Streams - Models and Algorithms, 2007

Peer-to-Peer Data Mining, Privacy Issues, and Games.

Kanishka Bhaduri, Kamalika Das, Hillol Kargupta

Proceedings of the Autonomous Intelligent Systems: Multi-Agents and Data Mining, 2007

2006

Client-side web mining for community formation in peer-to-peer environments.

Kun Liu, Kanishka Bhaduri, Kamalika Das, Phuong Nguyen, Hillol Kargupta

SIGKDD Explor., 2006

Distributed Data Mining in Peer-to-Peer Networks.

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

IEEE Internet Comput., 2006

Local L2-Thresholding Based Data Mining in Peer-to-Peer Systems.

Ran Wolff, Kanishka Bhaduri, Hillol Kargupta

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