| 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 | 897 | 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 | 741 | 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 | 618 | 1993 |
| In-network outlier detection in wireless sensor networks JW Branch, C Giannella, B Szymanski, R Wolff, H Kargupta Knowledge and information systems 34, 23-54, 2013 | 586 | 2013 |
| Collective data mining: A new perspective toward distributed data mining H Kargupta, BH Park, D Hershberger, E Johnson Advances in distributed and parallel knowledge discovery 2, 131-174, 1999 | 356 | 1999 |
| Distributed data mining BH Park, H Kargupta The handbook of data mining 356, 341, 2003 | 351 | 2003 |
| 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 | 313 | 2006 |
| Random-data perturbation techniques and privacy-preserving data mining H Kargupta, S Datta, Q Wang, K Sivakumar Knowledge and Information Systems 7, 387-414, 2005 | 290 | 2005 |
| Advances in distributed and parallel knowledge discovery H Kargupta, P Chan MIT Press, 2000 | 281 | 2000 |
| Distributed clustering using collective principal component analysis H Kargupta, W Huang, K Sivakumar, E Johnson Knowledge and Information Systems 3, 422-448, 2001 | 276 | 2001 |
| 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 | 236 | 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 | 231 | 2004 |
| An attacker’s view of distance preserving maps for privacy preserving data mining K Liu, C Giannella, H Kargupta Knowledge Discovery in Databases: PKDD 2006: 10th European Conference on …, 2006 | 224 | 2006 |
| Scalable, Distributed Data Mining-An Agent Architecture. H Kargupta, I Hamzaoglu, B Stafford KDD, 211-214, 1997 | 221 | 1997 |
| The gene expression messy genetic algorithm H Kargupta Proceedings of IEEE International Conference on Evolutionary Computation …, 1996 | 214 | 1996 |
| Collective, hierarchical clustering from distributed, heterogeneous data EL Johnson, H Kargupta Large-Scale Parallel Data Mining, 221-244, 2000 | 198 | 2000 |
| Onboard driver, vehicle and fleet data mining H Kargupta US Patent 7,715,961, 2010 | 195 | 2010 |
| 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 | 188* | 2006 |
| Onboard vehicle data mining, social networking, advertisement H Kargupta US Patent 8,478,514, 2013 | 182 | 2013 |
| 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 | 174 | 2002 |
