| Distributed data mining in peer-to-peer networks S Datta, K Bhaduri, C Giannella, R Wolff, H Kargupta IEEE internet computing 10 (4), 18-26, 2006 | 312 | 2006 |
| Algorithms for speeding up distance-based outlier detection K Bhaduri, BL Matthews, CR Giannella Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011 | 124 | 2011 |
| Distributed decision‐tree induction in peer‐to‐peer systems K Bhaduri, R Wolff, C Giannella, H Kargupta Statistical Analysis and Data Mining: The ASA Data Science Journal 1 (2), 85-103, 2008 | 109 | 2008 |
| Discovering anomalous aviation safety events using scalable data mining algorithms B Matthews, S Das, K Bhaduri, K Das, R Martin, N Oza Journal of Aerospace Information Systems 10 (10), 467-475, 2013 | 93 | 2013 |
| A generic local algorithm for mining data streams in large distributed systems R Wolff, K Bhaduri, H Kargupta IEEE Transactions on Knowledge and Data Engineering 21 (4), 465-478, 2008 | 77 | 2008 |
| Local l2-thresholding based data mining in peer-to-peer systems R Wolff, K Bhaduri, H Kargupta Proceedings of the 2006 SIAM International Conference on Data Mining, 430-441, 2006 | 62 | 2006 |
| Client-side web mining for community formation in peer-to-peer environments K Liu, K Bhaduri, K Das, P Nguyen, H Kargupta ACM SIGKDD Explorations Newsletter 8 (2), 11-20, 2006 | 61 | 2006 |
| A local asynchronous distributed privacy preserving feature selection algorithm for large peer-to-peer networks K Das, K Bhaduri, H Kargupta Knowledge and information systems 24, 341-367, 2010 | 51 | 2010 |
| Privacy-preserving outlier detection through random nonlinear data distortion K Bhaduri, MD Stefanski, AN Srivastava IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 41 …, 2010 | 51 | 2010 |
| Exploiting graph-theoretic tools for matching in carpooling applications L Knapen, A Yasar, S Cho, D Keren, AA Dbai, T Bellemans, D Janssens, ... Journal of Ambient Intelligence and Humanized Computing 5, 393-407, 2014 | 42 | 2014 |
| Detecting abnormal machine characteristics in cloud infrastructures K Bhaduri, K Das, BL Matthews 2011 IEEE 11th International Conference on Data Mining Workshops, 137-144, 2011 | 41 | 2011 |
| Distributed identification of top-l inner product elements and its application in a peer-to-peer network K Das, K Bhaduri, K Liu, H Kargupta IEEE Transactions on Knowledge and Data Engineering 20 (4), 475-488, 2008 | 40 | 2008 |
| Sparse machine learning methods for understanding large text corpora. L El Ghaoui, GC Li, VA Duong, V Pham, AN Srivastava, K Bhaduri CIDU, 159-173, 2011 | 37 | 2011 |
| Introduction to data mining for sustainability K Morik, K Bhaduri, H Kargupta Data Mining and Knowledge Discovery 24 (2), 311, 2012 | 36 | 2012 |
| A scalable local algorithm for distributed multivariate regression K Bhaduri, H Kargupta Statistical Analysis and Data Mining: The ASA Data Science Journal 1 (3 …, 2008 | 34 | 2008 |
| An efficient local Algorithm for Distributed Multivariate Regression in Peer-to-Peer Networks K Bhaduri, H Kargupta Proceedings of the 2008 SIAM International Conference on Data Mining, 153-164, 2008 | 33 | 2008 |
| Distributed anomaly detection using 1‐class SVM for vertically partitioned data K Das, K Bhaduri, P Votava Statistical Analysis and Data Mining: The ASA Data Science Journal 4 (4 …, 2011 | 32 | 2011 |
| Understanding large text corpora via sparse machine learning L El Ghaoui, V Pham, GC Li, VA Duong, A Srivastava, K Bhaduri Statistical Analysis and Data Mining: The ASA Data Science Journal 6 (3 …, 2013 | 26 | 2013 |
| Anomaly detection in vertically partitioned data by distributed core vector machines M Stolpe, K Bhaduri, K Das, K Morik Machine Learning and Knowledge Discovery in Databases: European Conference …, 2013 | 24 | 2013 |
| Distributed data mining bibliography K Liu, H Kargupta, J Ryan, K Bhaduri On line version, http://www. csee. umbc. edu/~ hillol/DDMBIB, 2006 | 24 | 2006 |
