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Hillol Kargupta - Publications

Affiliations: 
Washington State University, Pullman, WA, United States 
 University of Maryland, Baltimore County, Baltimore, MD, United States 
Area:
Computer Science
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65 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2013 Giannella CR, Liu K, Kargupta H. Breaching Euclidean distance-preserving data perturbation using few known inputs Data and Knowledge Engineering. 83: 93-110. DOI: 10.1016/j.datak.2012.10.004  0.316
2012 Morik K, Bhaduri K, Kargupta H. Introduction to data mining for sustainability Data Mining and Knowledge Discovery. 24: 311-324. DOI: 10.1007/S10618-011-0239-5  0.408
2012 Kargupta H. Making data analysis ubiquitous: My journey through academia and industry Journeys to Data Mining: Experiences From 15 Renowned Researchers. 2147483647: 111-130. DOI: 10.1007/978-3-642-28047-4_10  0.328
2012 Zhu X, Mahule T, Dutta H, Arora S, Kargupta H, Borne K. Peer-to-peer distributed text classifier learning in PADMINI Statistical Analysis and Data Mining. 5: 446-462. DOI: 10.1002/Sam.11155  0.451
2011 Das K, Bhaduri K, Kargupta H. Multi-objective optimization based privacy preserving distributed data mining in Peer-to-Peer networks Peer-to-Peer Networking and Applications. 4: 192-209. DOI: 10.1007/S12083-010-0075-1  0.536
2011 Bhaduri K, Das K, Borne K, Giannella C, Mahule T, Kargupta H. Scalable, asynchronous, distributed eigen monitoring of astronomy data streams Statistical Analysis and Data Mining. 4: 336-352. DOI: 10.1002/Sam.10120  0.508
2010 Kargupta H, Sarkar K, Gilligan M. MineFleet®*: An overview of a widely adopted distributed vehicle performance data mining system Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 37-46. DOI: 10.1145/1835804.1835812  0.356
2010 Das K, Bhaduri K, Kargupta H. A local asynchronous distributed privacy preserving feature selection algorithm for large peer-to-peer networks Knowledge and Information Systems. 24: 341-367. DOI: 10.1007/S10115-009-0274-3  0.479
2010 Kargupta H, Gilligan M, Puttagunta V, Sarkar K, Klein M, Lenzi N, Johnson D. MineFleet®: The vehicle data stream mining system for ubiquitous environments Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6202: 235-254. DOI: 10.1007/978-3-642-16392-0_14  0.374
2010 Mahule T, Borne K, Dey S, Arora S, Kargupta H. Padmini: A peer-to-peer distributed astronomy data mining system and a case study Proceedings of the 2010 Conference On Intelligent Data Understanding, Cidu 2010. 243-257.  0.441
2009 Datta S, Giannella CR, Kargupta H. Approximate distributed K-means clustering over a peer-to-peer network Ieee Transactions On Knowledge and Data Engineering. 21: 1372-1388. DOI: 10.1109/Tkde.2008.222  0.488
2009 Wolff R, Bhaduri K, Kargupta H. A generic local algorithm for mining data streams in large distributed systems Ieee Transactions On Knowledge and Data Engineering. 21: 465-478. DOI: 10.1109/Tkde.2008.169  0.462
2009 Das K, Kargupta H, Bhaduri K. A local distributed peer-to-peer algorithm using multi-party optimization based privacy preservation for data mining primitive computation Ieee P2p'09 - 9th International Conference On Peer-to-Peer Computing. 212-221. DOI: 10.1109/P2P.2009.5284514  0.458
2009 Dutta H, Zhu X, Mahule T, Kargupta H, Borne K, Lauth C, Holz F, Heyer G. TagLearner: A P2P classifier learning system from collaboratively tagged text documents Icdm Workshops 2009 - Ieee International Conference On Data Mining. 495-500. DOI: 10.1109/ICDMW.2009.90  0.368
2009 Datta S, Kargupta H. A communication efficient probabilistic algorithm for mining frequent itemsets from a peer-to-peer network Statistical Analysis and Data Mining. 2: 48-69. DOI: 10.1002/Sam.V2:1  0.491
2009 Datta S, Kargupta H. A communication efficient probabilistic algorithm for mining frequent itemsets from a peer-to-peer network: Probabilistic Frequent Itemsets Mining from a P2P Network Statistical Analysis and Data Mining. 2: 48-69. DOI: 10.1002/Sam.10033  0.4
2009 Das K, Bhaduri K, Arora S, Griffin W, Borne K, Giannella C, Kargupta H. Scalable distributed change detection from astronomy data streams using local, asynchronous eigen monitoring algorithms Society For Industrial and Applied Mathematics - 9th Siam International Conference On Data Mining 2009, Proceedings in Applied Mathematics. 1: 244-255.  0.407
2008 Das K, Bhaduri K, Liu K, Kargupta H. Distributed identification of top-l inner product elements and its application in a peer-to-peer network Ieee Transactions On Knowledge and Data Engineering. 20: 475-488. DOI: 10.1109/Tkde.2007.190714  0.527
2008 Dutta H, Kargupta H. Distributed linear programming and resource management for data mining in distributed environments Proceedings - Ieee International Conference On Data Mining Workshops, Icdm Workshops 2008. 543-552. DOI: 10.1109/ICDMW.2008.137  0.408
2008 Mukherjee S, Kargupta H. Distributed probabilistic inferencing in sensor networks using variational approximation Journal of Parallel and Distributed Computing. 68: 78-92. DOI: 10.1016/J.Jpdc.2007.07.011  0.467
2008 Talia D, Larriba-Pey JL, Kargupta H, Pacitti E. Topic 5: Parallel and distributed databases Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5168: 392-393. DOI: 10.1007/978-3-540-85451-7_42  0.325
2008 Bhaduri K, Kargupta H. A Scalable Local Algorithm for Distributed Multivariate Regression Statistical Analysis and Data Mining. 1: 177-194. DOI: 10.1002/Sam.V1:3  0.521
2008 Bhaduri K, Wolff R, Giannella C, Kargupta H. Distributed decision-tree induction in peer-to-peer systems Statistical Analysis and Data Mining. 1: 85-103. DOI: 10.1002/Sam.V1:2  0.497
2008 Bhaduri K, Wolff R, Giannella C, Kargupta H. Distributed Decision-Tree Induction in Peer-to-Peer Systems: Distributed Decision-Tree Induction in P2P Systems Statistical Analysis and Data Mining. 1: 85-103. DOI: 10.1002/Sam.10006  0.352
2008 Bhaduri K, Kargupta H. An efficient local algorithm for distributed multivariate regression in peer-to-peer networks Society For Industrial and Applied Mathematics - 8th Siam International Conference On Data Mining 2008, Proceedings in Applied Mathematics 130. 1: 153-164.  0.312
2007 Kargupta H, Puttagunta V, Klein M, Sarkar K. On-board vehicle data stream monitoring using mine-fleet and fast resource constrained monitoring of correlation matrices New Generation Computing. 25: 5-32. DOI: 10.1007/S00354-006-0002-4  0.455
2007 Bhaduri K, Das K, Kargupta H. Peer-to-peer data mining, privacy issues, and games Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 4476: 1-10.  0.442
2007 Kargupta H, Das K, Liu K. Multi-party, privacy-preserving distributed data mining using a game theoretic framework Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 4702: 523-531.  0.348
2006 Liu K, Bhaduri K, Das K, Nguyen P, Kargupta H. Client-side web mining for community formation in peer-to-peer environments Acm Sigkdd Explorations Newsletter. 8: 11-20. DOI: 10.1145/1233321.1233323  0.386
2006 Liu K, Kargupta H, Ryan J. Random projection-based multiplicative data perturbation for privacy preserving distributed data mining Ieee Transactions On Knowledge and Data Engineering. 18: 92-106. DOI: 10.1109/Tkde.2006.14  0.485
2006 Datta S, Bhaduri K, Giannella C, Kargupta H, Wolff R. Distributed data mining in peer-to-peer networks Ieee Internet Computing. 10: 18-26. DOI: 10.1109/Mic.2006.74  0.54
2006 Bandyopadhyay S, Giannella C, Maulik U, Kargupta H, Liu K, Datta S. Clustering distributed data streams in peer-to-peer environments Information Sciences. 176: 1952-1985. DOI: 10.1016/J.Ins.2005.11.007  0.484
2006 Branch J, Szymanski B, Giannella C, Wolff R, Kargupta H. In-network outlier detection in wireless sensor networks Proceedings - International Conference On Distributed Computing Systems. 2006. DOI: 10.1007/S10115-011-0474-5  0.365
2006 Liu K, Giannella C, Kargupta H. An attacker's view of distance preserving maps for privacy preserving data mining Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 4213: 297-308.  0.337
2006 Datta S, Giannella C, Kargupta H. K-means clustering over a large, dynamic network Proceedings of the Sixth Siam International Conference On Data Mining. 2006: 153-164.  0.333
2005 Kargupta H, Sarkar K, Aswath D, Handy WD. A collaborative distributed privacy-sensitive decision support system for monitoring heterogeneous data sources Proceedings - 2005 International Symposium On Collaborative Technologies and Systems. 2005: 380-387. DOI: 10.1109/ISCST.2005.1553338  0.352
2005 Da Silva JC, Giannella C, Bhargava R, Kargupta H, Klusch M. Distributed data mining and agents Engineering Applications of Artificial Intelligence. 18: 791-807. DOI: 10.1016/J.Engappai.2005.06.004  0.462
2005 Kargupta H, Datta S, Wang Q, Sivakumar K. Random-data perturbation techniques and privacy-preserving data mining Knowledge and Information Systems. 7: 387-414. DOI: 10.1007/S10115-004-0173-6  0.475
2005 Talia D, Kargupta H, Valduriez P, Camacho R. Topic 5 - Parallel and distributed databases, data mining and knowledge discovery Lecture Notes in Computer Science. 3648: 347.  0.333
2005 Dutta H, Kargupta H, Joshi A. Orthogonal decision trees for resource-constrained physiological data stream monitoring using mobile devices Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 3769: 118-127.  0.358
2004 Kargupta H, Ayyagari R, Ghosh S. Learning functions using randomized genetic code-like transformations: Probabilistic properties and experimentations Ieee Transactions On Knowledge and Data Engineering. 16: 894-908. DOI: 10.1109/Tkde.2004.27  0.313
2004 Kargupta H, Park BH. A Fourier Spectrum-Based Approach to Represent Decision Trees for Mining Data Streams in Mobile Environments Ieee Transactions On Knowledge and Data Engineering. 16: 216-229. DOI: 10.1109/Tkde.2004.1269599  0.621
2004 Giannella C, Liu K, Olsen T, Kargupta H. Communication efficient construction of decision trees over heterogeneously distributed data Proceedings - Fourth Ieee International Conference On Data Mining, Icdm 2004. 67-74. DOI: 10.1109/ICDM.2004.10114  0.35
2004 Kargupta H, Dutta H. Orthogonal decision trees Proceedings - Fourth Ieee International Conference On Data Mining, Icdm 2004. 427-430. DOI: 10.1109/ICDM.2004.10072  0.324
2004 Chen R, Sivakumar K, Kargupta H. Collective Mining of Bayesian Networks from Distributed Heterogeneous Data Knowledge and Information Systems. 6: 164-187. DOI: 10.1007/S10115-003-0107-8  0.399
2004 Kargupta H, Bhargava R, Liu K, Powers M, Blair P, Bushra S, Dull J, Sarkar K, Klein M, Vasa M, Handy D. VEDAS: A mobile and distributed data stream mining system for real-time vehicle monitoring Siam Proceedings Series. 300-311.  0.399
2004 Giannella C, Bhargava R, Kargupta H. Multi-agent systems and distributed data mining Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science). 3191: 1-15.  0.395
2003 Pittie S, Kargupta H, Park BH. Dependency detection in MobiMine: A systems perspective Information Sciences. 155: 227-243. DOI: 10.1016/S0020-0255(03)00171-3  0.607
2003 Kargupta H, Liu K, Ryan J. Privacy sensitive distributed data mining from multi-party data Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2665: 336-342.  0.376
2003 Kargupta H, Liu K, Datta S, Ryan J, Sivakumar K. Homeland security and privacy sensitive data mining from multi-party distributed resources Ieee International Conference On Fuzzy Systems. 2: 1257-1260.  0.378
2002 Kargupta H, Park B, Pittie S, Liu L, Kushraj D, Sarkar K. MobiMine Acm Sigkdd Explorations Newsletter. 3: 37. DOI: 10.1145/507515.507521  0.631
2002 Kargupta H, Ghosh S. Genetic Programming and Evolvable Machines. 3: 231-258. DOI: 10.1023/A:1020130108341  0.327
2002 Park B, Kargupta H, Johnson E, Sanseverino E, Hershberger D, Silvestre L. Distributed, collaborative data analysis from heterogeneous sites using a scalable evolutionary technique Applied Intelligence. 16: 19-42. DOI: 10.1023/A:1012813326519  0.638
2002 Kargupta H, Chan P. Review of Advances in Distributed and Parallel Knowledge Discovery Pattern Analysis and Applications. 5: 399-401. DOI: 10.1007/S100440200035  0.313
2001 Kargupta H, Park BH. Gene expression and fast construction of distributed evolutionary representation. Evolutionary Computation. 9: 43-69. PMID 11290284 DOI: 10.1162/10636560151075112  0.579
2001 Johnson E, Huang W, Sivakumar K, Kargupta H. Collective, unsupervised data mining for heterogeneous wireless integrated network sensor arrays Proceedings of Spie - the International Society For Optical Engineering. 4396: 41-52. DOI: 10.1117/12.438328  0.454
2001 Ayyagari R, Park BH, Hershberger D, Kargupta H. Toward ubiquitous mining of distributed data Proceedings of Spie - the International Society For Optical Engineering. 4384: 138-148. DOI: 10.1117/12.421067  0.496
2001 Kargupta H, Huang W, Sivakumar K, Johnson E. Distributed Clustering Using Collective Principal Component Analysis Knowledge and Information Systems. 3: 422-448. DOI: 10.1007/Pl00011677  0.407
2001 Hershberger DE, Kargupta H. Distributed Multivariate Regression Using Wavelet-Based Collective Data Mining Journal of Parallel and Distributed Computing. 61: 372-400. DOI: 10.1006/Jpdc.2000.1694  0.472
2001 Kargupta H, Park BH. Mining decision trees from data streams in a mobile environment Proceedings - Ieee International Conference On Data Mining, Icdm. 281-288.  0.578
2001 Chen R, Sivakumar K, Kargupta H. Distributed web mining using bayesian networks from multiple data streams Proceedings - Ieee International Conference On Data Mining, Icdm. 75-82.  0.334
2000 Kargupta H, Ghosh J, Kumar V, Obradovic Z. Report from the workshop on distributed and parallel knowledge discovery, ACM SIGKDD-2000 Acm Sigkdd Explorations Newsletter. 2: 108-109. DOI: 10.1145/380995.381057  0.328
2000 Kargupta H, Bandyopadhyay S. A perspective on the foundation and evolution of the linkage learning genetic algorithms Computer Methods in Applied Mechanics and Engineering. 186: 269-294. DOI: 10.1016/S0045-7825(99)00387-4  0.322
2000 Kargupta H, Huang W, Sivakumar K, Park BH, Wang S. Collective principal component analysis from distributed, heterogeneous data Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 1910: 452-457.  0.632
1999 Kargupta H, Chan P. The Distributed Data-Mining Worksho Ai Magazine. 20: 126. DOI: 10.1609/Aimag.V20I1.1447  0.461
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