Kargupta, Hilol - Department of Computer Science and Electrical Engineering, University of Maryland, Baltimore County

• A Scalable Local Algorithm for Distributed Multivariate Regression
• Uniform Data Sampling from a Peer-to-Peer Network Souptik Datta, Hillol Kargupta
• A SURVEY OF ATTACK TECHNIQUES ON PRIVACY-PRESERVING DATA PERTURBATION
• A Generic Local Algorithm for Mining Data Streams in Large Distributed Systems
• In-Network Outlier Detection in Wireless Sensor Networks Joel Branch and Boleslaw Szymanski
• Orthogonal Decision Trees Hillol Kargupta
• Orthogonal Decision Trees Hillol Kargupta
• Accepted for publication in Knowledge and Information Collective Mining of Bayesian Networks
• myjournal manuscript No. (will be inserted by the editor)
• A Game Theoretic Approach toward Multi-Party Privacy-Preserving Distributed Data Mining
• An Attacker's View of Distance Preserving Maps For Privacy Preserving Data Mining
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• On the Privacy Preserving Properties of Random Data Perturbation Techniques Hillol Kargupta and Souptik Datta
• Dependency Detection in MobiMine and Random Matrices
• Client-side Web Mining for Community Formation in Peer-to-Peer Environments
• Distributed Clustering Using Collective Principal Component Hillol Kargupta
• Gene Expression and Fast Construction of Distributed Evolutionary Representation
• Distributed Identification of Top-l Inner Product Elements and its Application in a Peer-to-Peer
• An efficient local Algorithm for Distributed Multivariate Regression in Peer-to-Peer Networks
• Distributed Multivariate Regression Using Wavelet-based Collective Data Mining.
• Technical Report TR-CS_01_07 A Game Theoretic Approach toward Multi-Party
• Distributed Data Mining in Peer-to-Peer Networks Souptik Datta Kanishka Bhaduri Chris Giannella Ran Wolff
• Scalable Evolutionary Computation Hillol Kargupta
• Energy Consumption in Data Analysis for On-board and Distributed Applications
• Orthogonal Decision Trees for Resource-Constrained Physiological Data Stream Monitoring using Mobile Devices
• Privacy-Sensitive Bayesian Network Parameter Learning D. Meng and K. Sivakumar
• MobiMine: Monitoring the Stock Market from a PDA Hillol Kargupta, ByungHoon Park,
• List of Figures 1 Guessing by exploiting the relations and classes defined by the
• Distributed Decision Tree Induction in Peer-to-Peer Systems
• Random Projection-Based Multiplicative Data Perturbation for Privacy Preserving
• Thoughts on Human Emotions, Breakthroughs in Communication, and the Next Generation of Data Mining
• Communication Efficient Construction of Decision Trees Over Heterogeneously Distributed Data
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• PPNA manuscript No. (will be inserted by the editor)
• Scalable, Asynchronous, Distributed Eigen-Monitoring of Astronomy Data Streams
• A Local Distributed Peer-to-Peer Algorithm Using Multi-Party Optimization Based Privacy Preservation for Data Mining Primitive Computation
• Under consideration for publication in Knowledge and Information A Local Asynchronous Distributed