Hillol Kargupta

114 papers A* 11A 16B 2C 2Misc 2Journal 42Unranked 31
YearRankTypeTitle / Venue / Authors
2019 B conf
Analyzing Driving Data using the ADAPT Distributed Analytics Platform for Connected Vehicles.
DSAA
Hillol Kargupta, Priyanka Kargupta
2013 J jnl
Breaching Euclidean distance-preserving data perturbation using few known inputs.
Data Knowl. Eng.
Chris Giannella, Kun Liu, Hillol Kargupta
2013 J jnl
In-network outlier detection in wireless sensor networks.
Knowl. Inf. Syst.
Joel W. Branch, Chris Giannella, Boleslaw K. Szymanski, Ran Wolff, Hillol Kargupta
2012 — conf
Connected Cars: How Distributed Data Mining Is Changing the Next Generation of Vehicle Telematics Products.
S-CUBE
Hillol Kargupta
2012 J jnl
Introduction to data mining for sustainability.
Data Min. Knowl. Discov.
Katharina Morik, Kanishka Bhaduri, Hillol Kargupta
2012 — ch.
Making Data Analysis Ubiquitous: My Journey Through Academia and Industry.
Journeys to Data Mining
Hillol Kargupta
2012 J jnl
Peer-to-peer distributed text classifier learning in PADMINI.
Stat. Anal. Data Min.
Xianshu Zhu, Tushar Mahule, Haimonti Dutta, Sugandha Arora, Hillol Kargupta, Kirk D. Borne
2011 — conf
A Sustainable Approach for Demand Prediction in Smart Grids using a Distributed Local Asynchronous Algorithm.
CIDU
Rajarshi Mallik, Hillol Kargupta
2011 J jnl
Multi-objective optimization based privacy preserving distributed data mining in Peer-to-Peer networks.
Peer-to-Peer Netw. Appl.
Kamalika Das, Kanishka Bhaduri, Hillol Kargupta
2011 J jnl
Scalable, asynchronous, distributed eigen monitoring of astronomy data streams.
Stat. Anal. Data Min.
Kanishka Bhaduri, Kamalika Das, Kirk D. Borne, Chris Giannella, Tushar Mahule, Hillol Kargupta
2010 J jnl
A local asynchronous distributed privacy preserving feature selection algorithm for large peer-to-peer networks.
Knowl. Inf. Syst.
Kamalika Das, Kanishka Bhaduri, Hillol Kargupta
2010 — ch.
MineFleet®: The Vehicle Data Stream Mining System for Ubiquitous Environments.
Ubiquitous Knowledge Discovery
Hillol Kargupta, Michael Gilligan, Vasundhara Puttagunta, Kakali Sarkar, Martin Klein, Nick Lenzi, Derek Johnson
2010 A* conf
MineFleet®: an overview of a widely adopted distributed vehicle performance data mining system.
KDD
Hillol Kargupta, Kakali Sarkar, Michael Gilligan
2010 — conf
PADMINI: A Peer-to-Peer Distributed Astronomy Data Mining System and a Case Study.
CIDU
Tushar Mahule, Kirk D. Borne, Sandipan Dey, Sugandha Arora, Hillol Kargupta
2010 A* conf
The next generation of transportation systems, greenhouse emissions, and data mining.
KDD
Hillol Kargupta, João Gama, Wei Fan
2009 J jnl
A Generic Local Algorithm for Mining Data Streams in Large Distributed Systems.
IEEE Trans. Knowl. Data Eng.
Ran Wolff, Kanishka Bhaduri, Hillol Kargupta
2009 — conf
A Local Distributed Peer-to-Peer Algorithm Using Multi-Party Optimization Based Privacy Preservation for Data Mining Primitive Computation.
Peer-to-Peer Computing
Kamalika Das, Kanishka Bhaduri, Hillol Kargupta
2009 J jnl
A communication efficient probabilistic algorithm for mining frequent itemsets from a peer-to-peer network.
Stat. Anal. Data Min.
Souptik Datta, Hillol Kargupta
2009 J jnl
Approximate Distributed K-Means Clustering over a Peer-to-Peer Network.
IEEE Trans. Knowl. Data Eng.
Souptik Datta, Chris Giannella, Hillol Kargupta
2009 C conf
Assured Information Sharing Life Cycle.
ISI
Tim Finin, Anupam Joshi, Hillol Kargupta, Yelena Yesha, Joel Sachs, Elisa Bertino, Ninghui Li, Chris Clifton, Gene Spafford, Bhavani Thuraisingham, Murat Kantarcioglu, Alain Bensoussan, Nathan Berg, Latifur Khan, Jiawei Han, ChengXiang Zhai, Ravi S. Sandhu, Shouhuai Xu, Jim Massaro, Lada A. Adamic
2009 A* ed.
ICDM 2009, The Ninth IEEE International Conference on Data Mining, Miami, Florida, USA, 6-9 December 2009
ICDM
Wei Wang, Hillol Kargupta, Sanjay Ranka, Philip S. Yu, Xindong Wu
2009 — ed.
ICDM Workshops 2009, IEEE International Conference on Data Mining Workshops, Miami, Florida, USA, 6 December 2009
ICDM Workshops
Yücel Saygin, Jeffrey Xu Yu, Hillol Kargupta, Wei Wang, Sanjay Ranka, Philip S. Yu, Xindong Wu
2009 J jnl
In-Network Outlier Detection in Wireless Sensor Networks
CoRR
Joel W. Branch, Chris Giannella, Boleslaw K. Szymanski, Ran Wolff, Hillol Kargupta
2009 J jnl
On the Privacy of Euclidean Distance Preserving Data Perturbation
CoRR
Chris Giannella, Kun Liu, Hillol Kargupta
2009 A conf
Scalable Distributed Change Detection from Astronomy Data Streams Using Local, Asynchronous Eigen Monitoring Algorithms.
SDM
Kamalika Das, Kanishka Bhaduri, Sugandha Arora, Wesley Griffin, Kirk D. Borne, Chris Giannella, Hillol Kargupta
2009 — conf
TagLearner: A P2P Classifier Learning System from Collaboratively Tagged Text Documents.
ICDM Workshops
Haimonti Dutta, Xianshu Zhu, Tushar Mahule, Hillol Kargupta, Kirk D. Borne, Codrina Lauth, Florian Holz, Gerhard Heyer
2008 J jnl
A Scalable Local Algorithm for Distributed Multivariate Regression.
Stat. Anal. Data Min.
Kanishka Bhaduri, Hillol Kargupta
2008 — ch.
A Survey of Attack Techniques on Privacy-Preserving Data Perturbation Methods.
Privacy-Preserving Data Mining
Kun Liu, Chris Giannella, Hillol Kargupta
2008 A conf
An Efficient Local Algorithm for Distributed Multivariate Regression in Peer-to-Peer Networks.
SDM
Kanishka Bhaduri, Hillol Kargupta
2008 J jnl
Distributed Decision-Tree Induction in Peer-to-Peer Systems.
Stat. Anal. Data Min.
Kanishka Bhaduri, Ran Wolff, Chris Giannella, Hillol Kargupta
2008 J jnl
Distributed Identification of Top-l Inner Product Elements and its Application in a Peer-to-Peer Network.
IEEE Trans. Knowl. Data Eng.
Kamalika Das, Kanishka Bhaduri, Kun Liu, Hillol Kargupta
2008 — conf
Distributed Linear Programming and Resource Management for Data Mining in Distributed Environments.
ICDM Workshops
Haimonti Dutta, Hillol Kargupta
2008 J jnl
Distributed probabilistic inferencing in sensor networks using variational approximation.
J. Parallel Distributed Comput.
Sourav Mukherjee, Hillol Kargupta
2008 J jnl
Guest Editors' Introduction: Special Section on Intelligence and Security Informatics.
IEEE Trans. Knowl. Data Eng.
Daniel Dajun Zeng, Hsinchun Chen, Fei-Yue Wang, Hillol Kargupta
2008 — book
Next Generation of Data Mining.
Hillol Kargupta, Jiawei Han, Philip S. Yu, Rajeev Motwani, Vipin Kumar
2008 — ch.
Privacy-Preserving Data Analysis on Graphs and Social Networks.
Next Generation of Data Mining
Kun Liu, Kamalika Das, Tyrone Grandison, Hillol Kargupta
2008 — ch.
Thoughts on Human Emotions, Breakthroughs in Communication, and the Next Generation of Data Mining.
Next Generation of Data Mining
Hillol Kargupta
2008 — conf
Topic 5: Parallel and Distributed Databases.
Euro-Par
Domenico Talia, Josep Lluís Larriba-Pey, Hillol Kargupta, Esther Pacitti
2007 — ch.
Algorithms for Distributed Data Stream Mining.
Data Streams - Models and Algorithms
Kanishka Bhaduri, Kamalika Das, Krishnamoorthy Sivakumar, Hillol Kargupta, Ran Wolff, Rong Chen
2007 A conf
Distributed Top-K Outlier Detection from Astronomy Catalogs using the DEMAC System.
SDM
Haimonti Dutta, Chris Giannella, Kirk D. Borne, Hillol Kargupta
2007 — conf
Multi-party, Privacy-Preserving Distributed Data Mining Using a Game Theoretic Framework.
PKDD
Hillol Kargupta, Kamalika Das, Kun Liu
2007 — conf
Peer-to-Peer Data Mining, Privacy Issues, and Games.
AIS-ADM
Kanishka Bhaduri, Kamalika Das, Hillol Kargupta
2007 A conf
Uniform Data Sampling from a Peer-to-Peer Network.
ICDCS
Souptik Datta, Hillol Kargupta
2006 — conf
An Attacker's View of Distance Preserving Maps for Privacy Preserving Data Mining.
PKDD
Kun Liu, Chris Giannella, Hillol Kargupta
2006 J jnl
Client-side web mining for community formation in peer-to-peer environments.
SIGKDD Explor.
Kun Liu, Kanishka Bhaduri, Kamalika Das, Phuong Nguyen, Hillol Kargupta
2006 J jnl
Clustering distributed data streams in peer-to-peer environments.
Inf. Sci.
Sanghamitra Bandyopadhyay, Chris Giannella, Ujjwal Maulik, Hillol Kargupta, Kun Liu, Souptik Datta
2006 J jnl
Distributed Data Mining in Peer-to-Peer Networks.
IEEE Internet Comput.
Souptik Datta, Kanishka Bhaduri, Chris Giannella, Ran Wolff, Hillol Kargupta
2006 A conf
In-Network Outlier Detection in Wireless Sensor Networks.
ICDCS
Joel W. Branch, Boleslaw K. Szymanski, Chris Giannella, Ran Wolff, Hillol Kargupta
2006 A conf
K-Means Clustering Over a Large, Dynamic Network.
SDM
Souptik Datta, Chris Giannella, Hillol Kargupta
2006 A conf
Local L2-Thresholding Based Data Mining in Peer-to-Peer Systems.
SDM
Ran Wolff, Kanishka Bhaduri, Hillol Kargupta
2006 J jnl
On-board Vehicle Data Stream Monitoring Using MineFleet and Fast Resource Constrained Monitoring of Correlation Matrices.
New Gener. Comput.
Hillol Kargupta, Vasundhara Puttagunta, Martin Klein, Kakali Sarkar
2006 J jnl
Orthogonal Decision Trees.
IEEE Trans. Knowl. Data Eng.
Hillol Kargupta, Byung-Hoon Park, Haimonti Dutta
2006 J jnl
Random Projection-Based Multiplicative Data Perturbation for Privacy Preserving Distributed Data Mining.
IEEE Trans. Knowl. Data Eng.
Kun Liu, Hillol Kargupta, Jessica Ryan
2005 — conf
A collaborative distributed privacy-sensitive decision support system for monitoring heterogeneous data sources.
CTS
Hillol Kargupta, Kakali Sarkar, Dipti Aswath, William D. Handy
2005 J jnl
Distributed data mining and agents.
Eng. Appl. Artif. Intell.
Josenildo Costa da Silva, Chris Giannella, Ruchita Bhargava, Hillol Kargupta, Matthias Klusch
2005 Misc conf
Orthogonal Decision Trees for Resource-Constrained Physiological Data Stream Monitoring Using Mobile Devices.
HiPC
Haimonti Dutta, Hillol Kargupta, Anupam Joshi
2005 A ed.
Proceedings of the 2005 SIAM International Conference on Data Mining, SDM 2005, Newport Beach, CA, USA, April 21-23, 2005
SDM
Hillol Kargupta, Jaideep Srivastava, Chandrika Kamath, Arnold Goodman
2005 J jnl
Random-data perturbation techniques and privacy-preserving data mining.
Knowl. Inf. Syst.
Hillol Kargupta, Souptik Datta, Qi Wang, Krishnamoorthy Sivakumar
2005 — conf
Topic 5 - Parallel and Distributed Databases, Data Mining and Knowledge Discovery.
Euro-Par
Domenico Talia, Hillol Kargupta, Patrick Valduriez, Rui Camacho
2004 J jnl
A Fourier Spectrum-Based Approach to Represent Decision Trees for Mining Data Streams in Mobile Environments.
IEEE Trans. Knowl. Data Eng.
Hillol Kargupta, Byung-Hoon Park
2004 J jnl
Collective Mining of Bayesian Networks from Distributed Heterogeneous Data.
Knowl. Inf. Syst.
Rong Chen, Krishnamoorthy Sivakumar, Hillol Kargupta
2004 A* conf
Communication Efficient Construction of Decision Trees Over Heterogeneously Distributed Data.
ICDM
Chris Giannella, Kun Liu, Todd Olsen, Hillol Kargupta
2004 J jnl
Learning Functions Using Randomized Genetic Code-Like Transformations: Probabilistic Properties and Experimentations.
IEEE Trans. Knowl. Data Eng.
Hillol Kargupta, Rajeev Ayyagari, Samiran Ghosh
2004 — conf
Multi-agent Systems and Distributed Data Mining.
CIA
Chris Giannella, Ruchita Bhargava, Hillol Kargupta
2004 A* conf
Orthogonal Decision Trees.
ICDM
Hillol Kargupta, Haimonti Dutta
2004 A* conf
Privacy-Sensitive Bayesian Network Parameter Learning.
ICDM
Da Meng, Krishnamoorthy Sivakumar, Hillol Kargupta
2004 A conf
VEDAS: A Mobile and Distributed Data Stream Mining System for Real-Time Vehicle Monitoring.
SDM
Hillol Kargupta, Ruchita Bhargava, Kun Liu, Michael Powers, Patrick Blair, Samuel Bushra, James Dull, Kakali Sarkar, Martin Klein, Mitesh Vasa, David Handy
2003 — conf
Analysis of privacy preserving random perturbation techniques: further explorations.
WPES
Haimonti Dutta, Hillol Kargupta, Souptik Datta, Krishnamoorthy Sivakumar
2003 J jnl
Dependency detection in MobiMine: a systems perspective.
Inf. Sci.
Sweta Pittie, Hillol Kargupta, Byung-Hoon Park
2003 B conf
Homeland security and privacy sensitive data mining from multi-party distributed resources.
FUZZ-IEEE
Hillol Kargupta, Kun Liu, Souptik Datta, Jessica Ryan, Krishnamoorthy Sivakumar
2003 A* conf
On the Privacy Preserving Properties of Random Data Perturbation Techniques.
ICDM
Hillol Kargupta, Souptik Datta, Qi Wang, Krishnamoorthy Sivakumar
2003 C conf
Privacy Sensitive Distributed Data Mining from Multi-party Data.
ISI
Hillol Kargupta, Kun Liu, Jessica Ryan
2003 A conf
Towards a Pervasive Grid.
IPDPS
Vipul Hingne, Anupam Joshi, Timothy W. Finin, Hillol Kargupta, Elias N. Houstis
2002 — conf
A Random Matrix-Based Approach for Dependency Detection from Data Streams.
DMKD
Hillol Kargupta, Krishnamoorthy Sivakumar, Samiran Ghosh
2002 — conf
A Resampling Technique for Learning the Fourier Spectrum of Skewed Data.
DMKD
Rajeev Ayyagari, Hillol Kargupta
2002 J jnl
Book Reviews. Review of Advances in Distributed and Parallel Knowledge Discovery.
Pattern Anal. Appl.
Hillol Kargupta, Philip Chan
2002 — conf
Constructing Simpler Decision Trees from Ensemble Models Using Fourier Analysis.
DMKD
Byung-Hoon Park, Hillol Kargupta
2002 — conf
Dependency Detection in MobiMine and Random Matrices.
PKDD
Hillol Kargupta, Krishnamoorthy Sivakumar, Samiran Ghosh
2002 J jnl
Distributed, Collaborative Data Analysis from Heterogeneous Sites Using a Scalable Evolutionary Technique.
Appl. Intell.
Byung-Hoon Park, Hillol Kargupta, Erik L. Johnson, Eleonora Riva Sanseverino, Daryl E. Hershberger, Maria Luisa Di Silvestre
2002 J jnl
Editorial: Computation in Gene Expression.
Genet. Program. Evolvable Mach.
Hillol Kargupta
2002 J jnl
MobiMine: Monitoring the Stock Market from a PDA.
SIGKDD Explor.
Hillol Kargupta, Byung-Hoon Park, Sweta Pittie, Lei Liu, Deepali Kushraj, Kakali Sarkar
2002 J jnl
Toward Machine Learning Through Genetic Code-like Transformations.
Genet. Program. Evolvable Mach.
Hillol Kargupta, Samiran Ghosh
2001 A conf
A Fourier Analysis Based Approach to Learning Decision Trees in a Distributed Environment.
SDM
Byung-Hoon Park, Rajeev Ayyagari, Hillol Kargupta
2001 J jnl
A Striking Property of Genetic Code-like Transformations.
Complex Syst.
Hillol Kargupta
2001 J jnl
Computation in Gene Expression.
Complex Syst.
Hillol Kargupta, Dirk Thierens
2001 — conf
Data mining "to go": ubiquitous KDD for mobile and distributed environments.
KDD Tutorials
Hillol Kargupta, Anupam Joshi
2001 J jnl
Distributed Clustering Using Collective Principal Component Analysis.
Knowl. Inf. Syst.
Hillol Kargupta, Weiyun Huang, Krishnamoorthy Sivakumar, Erik L. Johnson
2001 J jnl
Distributed Multivariate Regression Using Wavelet-Based Collective Data Mining.
J. Parallel Distributed Comput.
Daryl E. Hershberger, Hillol Kargupta
2001 A* conf
Distributed Web Mining Using Bayesian Networks from Multiple Data Streams.
ICDM
Rong Chen, Krishnamoorthy Sivakumar, Hillol Kargupta
2001 J jnl
Gene Expression and Fast Construction of Distributed Evolutionary Representation.
Evol. Comput.
Hillol Kargupta, Byung-Hoon Park
2001 A* conf
Mining Decision Trees from Data Streams in a Mobile Environment.
ICDM
Hillol Kargupta, Byung-Hoon Park
2001 — conf
Toward ubiquitous mining of distributed data.
Data Mining and Knowledge Discovery: Theory, Tools, and Technology
Rajeev Ayyagari, Byong-Hoon Park, Daryl E. Hershberger, Hillol Kargupta
2000 — conf
Collective Principal Component Analysis from Distributed, Heterogeneous Data.
PKDD
Hillol Kargupta, Weiyun Huang, Krishnamoorthy Sivakumar, Byung-Hoon Park, Shuren Wang
2000 A conf
Computation in Genetic Code-Like Transformations.
GECCO
Hillol Kargupta
2000 A* conf
Distributed and parallel knowledge discovery (workshop session - title only).
KDD
Hillol Kargupta, Philip Chan, Vipin Kumar, Zoran Obradovic
2000 J jnl
Report from the Workshop on Distributed and Parallel Knowledge Discovery, ACM SIGKDD-2000.
SIGKDD Explor.
Hillol Kargupta, Joydeep Ghosh, Vipin Kumar, Zoran Obradovic
2000 A conf
The Genetic Code-Like Transformations and Their Effect on Learning Functions.
PPSN
Hillol Kargupta
1999 — conf
Collective, Hierarchical Clustering from Distributed, Heterogeneous Data.
Large-Scale Parallel Data Mining
Erik L. Johnson, Hillol Kargupta
1998 A conf
Further Experimentations on the Scalability of the GEMGA.
PPSN
Hillol Kargupta, Sanghamitra Bandyopadhyay
1997 — conf
DNA To Protein: Transformations and Their Possible Role in Linkage Learning.
ICGA
Hillol Kargupta, Brian Stafford
1997 J jnl
SEARCH, Computational Processes in Evolution, and Preliminary Development of the Gene Expression Messy Genetic Algorithm.
Complex Syst.
Hillol Kargupta
1997 A* conf
Scalable, Distributed Data Mining - An Agent Architecture.
KDD
Hillol Kargupta, Ilker Hamzaoglu, Brian Stafford
1997 Misc conf
Web Based Parallel/Distributed Medical Data Mining Using Software Agents.
AMIA
Hillol Kargupta, Brian Stafford, Ilker Hamzaoglu
1996 — conf
Polynominal Complexity Blackbox Search: Lessons From the SEARCH Framework.
International Conference on Evolutionary Computation
Hillol Kargupta, David E. Goldberg
1996 A conf
SEARCH, Blackbox Optimization, And Sample Complexity.
FOGA
Hillol Kargupta, David E. Goldberg
1996 — conf
The Gene Expression Messy Genetic Algorithm.
International Conference on Evolutionary Computation
Hillol Kargupta
1996 — conf
The Performance of the Gene Expression Messy Genetic Algorithm On Real Test Functions.
International Conference on Evolutionary Computation
Hillol Kargupta
1996 — conf
The gene expression messy genetic algorithm for financial applications.
CIFEr
Hillol Kargupta, Kevin Buescher
1995 J jnl
A Temporal Sequence Processor Based on the Biological Reaction-diffusion Process.
Complex Syst.
Sylvian R. Ray, Hillol Kargupta
1995 — conf
Signal-to-noise, Crosstalk, and Long Range Problem Difficulty in Genetic Algorithms.
ICGA
Hillol Kargupta
1993 — conf
Information Transmission in Genetic Algorithm and Shannon's Second Theorem.
ICGA
Hillol Kargupta
1993 — conf
RapidAccurate Optimization of Difficult Problems Using Fast Messy Genetic Algorithms.
ICGA
David E. Goldberg, Kalyanmoy Deb, Hillol Kargupta, Georges R. Harik
1992 A conf
Ordering Genetic Algorithms and Deception.
PPSN
Hillol Kargupta, Kalyanmoy Deb, David E. Goldberg
1991 — conf
System Identification with Evolving Polynomial Networks.
ICGA
Hillol Kargupta, Robert E. Smith