Hillol Kargupta
Hillol Kargupta
Professor of Computer Science & Electrical Engineering, University of Maryland, Baltimore County
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Cited by
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On the privacy preserving properties of random data perturbation techniques
H Kargupta, S Datta, Q Wang, K Sivakumar
Third IEEE international conference on data mining, 99-106, 2003
Random projection-based multiplicative data perturbation for privacy preserving distributed data mining
K Liu, H Kargupta, J Ryan
IEEE Transactions on knowledge and Data Engineering 18 (1), 92-106, 2005
Rapid, accurate optimization of difficult problems using messy genetic algorithms
DE Goldberg, K Deb, H Kargupta, G Harik
Proceedings of the Fifth International Conference on Genetic Algorithms …, 1993
In-network outlier detection in wireless sensor networks
JW Branch, C Giannella, B Szymanski, R Wolff, H Kargupta
Knowledge and information systems 34 (1), 23-54, 2013
Distributed data mining: Algorithms, systems, and applications
BH Park, H Kargupta
Collective data mining: A new perspective toward distributed data mining
H Kargupta, B Park, D Hershberger, E Johnson
Advances in distributed and parallel knowledge discovery 2, 131-174, 1999
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
Random-data perturbation techniques and privacy-preserving data mining
H Kargupta, S Datta, Q Wang, K Sivakumar
Knowledge and Information Systems 7 (4), 387-414, 2005
Advances in distributed and parallel knowledge discovery
H Kargupta, P Chan
MIT Press, 2000
Distributed clustering using collective principal component analysis
H Kargupta, W Huang, K Sivakumar, E Johnson
Knowledge and Information Systems 3 (4), 422-448, 2001
The gene expression messy genetic algorithm
H Kargupta
Proceedings of IEEE International Conference on Evolutionary Computation …, 1996
Clustering distributed data streams in peer-to-peer environments
S Bandyopadhyay, C Giannella, U Maulik, H Kargupta, K Liu, S Datta
Information Sciences 176 (14), 1952-1985, 2006
VEDAS: A mobile and distributed data stream mining system for real-time vehicle monitoring
H Kargupta, R Bhargava, K Liu, M Powers, P Blair, S Bushra, J Dull, ...
Proceedings of the 2004 SIAM International Conference on Data Mining, 300-311, 2004
Scalable, Distributed Data Mining-An Agent Architecture.
H Kargupta, I Hamzaoglu, B Stafford
KDD, 211-214, 1997
An attacker’s view of distance preserving maps for privacy preserving data mining
K Liu, C Giannella, H Kargupta
European Conference on Principles of Data Mining and Knowledge Discovery …, 2006
Collective, hierarchical clustering from distributed, heterogeneous data
EL Johnson, H Kargupta
Large-Scale Parallel Data Mining, 221-244, 2000
K-means clustering over a large, dynamic network
S Datta, C Giannella, H Kargupta
Proceedings of the 2006 SIAM international conference on data mining, 153-164, 2006
MobiMine: Monitoring the stock market from a PDA
H Kargupta, BH Park, S Pittie, L Liu, D Kushraj, K Sarkar
ACM SIGKDD Explorations Newsletter 3 (2), 37-46, 2002
Onboard driver, vehicle and fleet data mining
H Kargupta
US Patent 7,715,961, 2010
Approximate distributed k-means clustering over a peer-to-peer network
S Datta, C Giannella, H Kargupta
IEEE Transactions on Knowledge and Data Engineering 21 (10), 1372-1388, 2008
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