# Kanishka Bhaduri

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^{1}, Kanishka Bhaduri## Timeline

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## Bibliography

2017

Collaborative Filtering for Binary, Positiveonly Data.

SIGKDD Explorations, 2017

2016

Distributed Support Vector Machines: An Overview.

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

2015

Large scale support vector regression for aviation safety.

Proceedings of the 2015 IEEE International Conference on Big Data, 2015

2014

Exploiting graph-theoretic tools for matching in carpooling applications.

J. Ambient Intelligence and Humanized Computing, 2014

Discovering Anomalous Aviation Safety Events Using Scalable Data Mining Algorithms.

J. Aerospace Inf. Sys., 2014

2013

Understanding large text corpora via sparse machine learning.

Statistical Analysis and Data Mining, 2013

Discovering Anomalous Aviation Safety Events Using Scalable Data Mining Algorithms.

J. Aerospace Inf. Sys., 2013

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

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

Distributed Data Mining in Sensor Networks.

Proceedings of the Managing and Mining Sensor Data, 2013

2012

Introduction to data mining for sustainability.

Data Min. Knowl. Discov., 2012

2011

Privacy-Preserving Outlier Detection Through Random Nonlinear Data Distortion.

IEEE Trans. Systems, Man, and Cybernetics, Part B, 2011

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

Statistical Analysis and Data Mining, 2011

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

Statistical Analysis and Data Mining, 2011

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

Peer-to-Peer Networking and Applications, 2011

Distributed Monitoring of the R2 Statistic for Linear Regression.

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

Algorithms for speeding up distance-based outlier detection.

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

Detecting Abnormal Machine Characteristics in Cloud Infrastructures.

Proceedings of the Data Mining Workshops (ICDMW), 2011

Sparse Machine Learning Methods for Understanding Large Text Corpora.

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.

Knowl. Inf. Syst., 2010

Fast and Flexible Multivariate Time Series Subsequence Search.

Proceedings of the ICDM 2010, 2010

Distributed Anomaly Detection using Satellite Data From Multiple Modalitie.

Proceedings of the 2010 Conference on Intelligent Data Understanding, 2010

2009

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

IEEE Trans. Knowl. Data Eng., 2009

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

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.

Proceedings of the Proceedings P2P 2009, 2009

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

Proceedings of the ICDM 2009, 2009

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

Proceedings of the ICDM 2009, 2009

2008

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

IEEE Trans. Knowl. Data Eng., 2008

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

Statistical Analysis and Data Mining, 2008

A Scalable Local Algorithm for Distributed Multivariate Regression.

Statistical Analysis and Data Mining, 2008

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

Proceedings of the SIAM International Conference on Data Mining, 2008

2007

Algorithms for Distributed Data Stream Mining.

Proceedings of the Data Streams - Models and Algorithms, 2007

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

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.

SIGKDD Explorations, 2006

Distributed Data Mining in Peer-to-Peer Networks.

IEEE Internet Computing, 2006

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

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