Hillol Kargupta
According to our database^{1},
Hillol Kargupta
authored at least 108 papers
between 1991 and 2019.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 2011, "For contributions to distributed data mining".
Timeline
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Bibliography
2019
Analyzing Driving Data using the ADAPT Distributed Analytics Platform for Connected Vehicles.
Proceedings of the 2019 IEEE International Conference on Data Science and Advanced Analytics, 2019
2013
Innetwork outlier detection in wireless sensor networks.
Knowl. Inf. Syst., 2013
Breaching Euclidean distancepreserving data perturbation using few known inputs.
Data Knowl. Eng., 2013
2012
Peertopeer distributed text classifier learning in PADMINI.
Statistical Analysis and Data Mining, 2012
Introduction to data mining for sustainability.
Data Min. Knowl. Discov., 2012
Connected Cars: How Distributed Data Mining Is Changing the Next Generation of Vehicle Telematics Products.
Proceedings of the Sensor Systems and Software  Third International ICST Conference, 2012
Making Data Analysis Ubiquitous: My Journey Through Academia and Industry.
Proceedings of the Journeys to Data Mining, 2012
2011
Scalable, asynchronous, distributed eigen monitoring of astronomy data streams.
Statistical Analysis and Data Mining, 2011
Multiobjective optimization based privacy preserving distributed data mining in PeertoPeer networks.
Peer Peer Netw. Appl., 2011
A Sustainable Approach for Demand Prediction in Smart Grids using a Distributed Local Asynchronous Algorithm.
Proceedings of the 2011 Conference on Intelligent Data Understanding, 2011
2010
MineFleet®: The Vehicle Data Stream Mining System for Ubiquitous Environments.
Proceedings of the Ubiquitous Knowledge Discovery  Challenges, Techniques, Applications, 2010
A local asynchronous distributed privacy preserving feature selection algorithm for large peertopeer networks.
Knowl. Inf. Syst., 2010
MineFleet®: an overview of a widely adopted distributed vehicle performance data mining system.
Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010
The next generation of transportation systems, greenhouse emissions, and data mining.
Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010
PADMINI: A PeertoPeer Distributed Astronomy Data Mining System and a Case Study.
Proceedings of the 2010 Conference on Intelligent Data Understanding, 2010
2009
A Generic Local Algorithm for Mining Data Streams in Large Distributed Systems.
IEEE Trans. Knowl. Data Eng., 2009
Approximate Distributed KMeans Clustering over a PeertoPeer Network.
IEEE Trans. Knowl. Data Eng., 2009
A communication efficient probabilistic algorithm for mining frequent itemsets from a peertopeer network.
Statistical Analysis and Data Mining, 2009
On the Privacy of Euclidean Distance Preserving Data Perturbation
CoRR, 2009
Scalable Distributed Change Detection from Astronomy Data Streams Using Local, Asynchronous Eigen Monitoring Algorithms.
Proceedings of the SIAM International Conference on Data Mining, 2009
A Local Distributed PeertoPeer Algorithm Using MultiParty Optimization Based Privacy Preservation for Data Mining Primitive Computation.
Proceedings of the Proceedings P2P 2009, 2009
Assured Information Sharing Life Cycle.
Proceedings of the IEEE International Conference on Intelligence and Security Informatics, 2009
TagLearner: A P2P Classifier Learning System from Collaboratively Tagged Text Documents.
Proceedings of the ICDM Workshops 2009, 2009
2008
A Survey of Attack Techniques on PrivacyPreserving Data Perturbation Methods.
Proceedings of the PrivacyPreserving Data Mining  Models and Algorithms, 2008
Guest Editors' Introduction: Special Section on Intelligence and Security Informatics.
IEEE Trans. Knowl. Data Eng., 2008
Distributed Identification of Topl Inner Product Elements and its Application in a PeertoPeer Network.
IEEE Trans. Knowl. Data Eng., 2008
Distributed DecisionTree Induction in PeertoPeer Systems.
Statistical Analysis and Data Mining, 2008
A Scalable Local Algorithm for Distributed Multivariate Regression.
Statistical Analysis and Data Mining, 2008
Distributed probabilistic inferencing in sensor networks using variational approximation.
J. Parallel Distributed Comput., 2008
An Efficient Local Algorithm for Distributed Multivariate Regression in PeertoPeer Networks.
Proceedings of the SIAM International Conference on Data Mining, 2008
Distributed Linear Programming and Resource Management for Data Mining in Distributed Environments.
Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008
Topic 5: Parallel and Distributed Databases.
Proceedings of the EuroPar 2008, 2008
Thoughts on Human Emotions, Breakthroughs in Communication, and the Next Generation of Data Mining.
Proceedings of the Next Generation of Data Mining., 2008
PrivacyPreserving Data Analysis on Graphs and Social Networks.
Proceedings of the Next Generation of Data Mining., 2008
2007
Algorithms for Distributed Data Stream Mining.
Proceedings of the Data Streams  Models and Algorithms, 2007
Distributed TopK Outlier Detection from Astronomy Catalogs using the DEMAC System.
Proceedings of the Seventh SIAM International Conference on Data Mining, 2007
Multiparty, PrivacyPreserving Distributed Data Mining Using a Game Theoretic Framework.
Proceedings of the Knowledge Discovery in Databases: PKDD 2007, 2007
Uniform Data Sampling from a PeertoPeer Network.
Proceedings of the 27th IEEE International Conference on Distributed Computing Systems (ICDCS 2007), 2007
PeertoPeer Data Mining, Privacy Issues, and Games.
Proceedings of the Autonomous Intelligent Systems: MultiAgents and Data Mining, 2007
2006
Random ProjectionBased Multiplicative Data Perturbation for Privacy Preserving Distributed Data Mining.
IEEE Trans. Knowl. Data Eng., 2006
Orthogonal Decision Trees.
IEEE Trans. Knowl. Data Eng., 2006
Clientside web mining for community formation in peertopeer environments.
SIGKDD Explorations, 2006
Onboard Vehicle Data Stream Monitoring Using MineFleet and Fast Resource Constrained Monitoring of Correlation Matrices.
New Gener. Comput., 2006
Clustering distributed data streams in peertopeer environments.
Inf. Sci., 2006
Distributed Data Mining in PeertoPeer Networks.
IEEE Internet Comput., 2006
Local L2Thresholding Based Data Mining in PeertoPeer Systems.
Proceedings of the Sixth SIAM International Conference on Data Mining, 2006
KMeans Clustering Over a Large, Dynamic Network.
Proceedings of the Sixth SIAM International Conference on Data Mining, 2006
An Attacker's View of Distance Preserving Maps for Privacy Preserving Data Mining.
Proceedings of the Knowledge Discovery in Databases: PKDD 2006, 2006
2005
Randomdata perturbation techniques and privacypreserving data mining.
Knowl. Inf. Syst., 2005
Distributed data mining and agents.
Eng. Appl. Artif. Intell., 2005
Orthogonal Decision Trees for ResourceConstrained Physiological Data Stream Monitoring Using Mobile Devices.
Proceedings of the High Performance Computing, 2005
Topic 5  Parallel and Distributed Databases, Data Mining and Knowledge Discovery.
Proceedings of the EuroPar 2005, Parallel Processing, 11th International EuroPar Conference, Lisbon, Portugal, August 30, 2005
A collaborative distributed privacysensitive decision support system for monitoring heterogeneous data sources.
Proceedings of the 2005 International Symposium on Collaborative Technologies and Systems, 2005
2004
A Fourier SpectrumBased Approach to Represent Decision Trees for Mining Data Streams in Mobile Environments.
IEEE Trans. Knowl. Data Eng., 2004
Learning Functions Using Randomized Genetic CodeLike Transformations: Probabilistic Properties and Experimentations.
IEEE Trans. Knowl. Data Eng., 2004
Collective Mining of Bayesian Networks from Distributed Heterogeneous Data.
Knowl. Inf. Syst., 2004
VEDAS: A Mobile and Distributed Data Stream Mining System for RealTime Vehicle Monitoring.
Proceedings of the Fourth SIAM International Conference on Data Mining, 2004
PrivacySensitive Bayesian Network Parameter Learning.
Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004
Orthogonal Decision Trees.
Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004
Communication Efficient Construction of Decision Trees Over Heterogeneously Distributed Data.
Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004
Multiagent Systems and Distributed Data Mining.
Proceedings of the Cooperative Information Agents VIII, 8th International Workshop, 2004
2003
Dependency detection in MobiMine: a systems perspective.
Inf. Sci., 2003
Analysis of privacy preserving random perturbation techniques: further explorations.
Proceedings of the 2003 ACM Workshop on Privacy in the Electronic Society, 2003
Privacy Sensitive Distributed Data Mining from Multiparty Data.
Proceedings of the Intelligence and Security Informatics, First NSF/NIJ Symposium, 2003
Towards a Pervasive Grid.
Proceedings of the 17th International Parallel and Distributed Processing Symposium (IPDPS 2003), 2003
On the Privacy Preserving Properties of Random Data Perturbation Techniques.
Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 2003
Homeland security and privacy sensitive data mining from multiparty distributed resources.
Proceedings of the 12th IEEE International Conference on Fuzzy Systems, 2003
2002
MobiMine: Monitoring the Stock Market from a PDA.
SIGKDD Explorations, 2002
Book Reviews. Review of Advances in Distributed and Parallel Knowledge Discovery.
Pattern Anal. Appl., 2002
Toward Machine Learning Through Genetic Codelike Transformations.
Genetic Programming and Evolvable Machines, 2002
Editorial: Computation in Gene Expression.
Genetic Programming and Evolvable Machines, 2002
Distributed, Collaborative Data Analysis from Heterogeneous Sites Using a Scalable Evolutionary Technique.
Appl. Intell., 2002
Dependency Detection in MobiMine and Random Matrices.
Proceedings of the Principles of Data Mining and Knowledge Discovery, 2002
Constructing Simpler Decision Trees from Ensemble Models Using Fourier Analysis.
Proceedings of the 2002 ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery, 2002
A Random MatrixBased Approach for Dependency Detection from Data Streams.
Proceedings of the 2002 ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery, 2002
A Resampling Technique for Learning the Fourier Spectrum of Skewed Data.
Proceedings of the 2002 ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery, 2002
2001
Distributed Clustering Using Collective Principal Component Analysis.
Knowl. Inf. Syst., 2001
Distributed Multivariate Regression Using WaveletBased Collective Data Mining.
J. Parallel Distributed Comput., 2001
Gene Expression and Fast Construction of Distributed Evolutionary Representation.
Evol. Comput., 2001
Computation in Gene Expression.
Complex Systems, 2001
A Striking Property of Genetic Codelike Transformations.
Complex Systems, 2001
A Fourier Analysis Based Approach to Learning Decision Trees in a Distributed Environment.
Proceedings of the First SIAM International Conference on Data Mining, 2001
Data mining "to go": ubiquitous KDD for mobile and distributed environments.
Proceedings of the Tutorial notes of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining, 2001
Mining Decision Trees from Data Streams in a Mobile Environment.
Proceedings of the 2001 IEEE International Conference on Data Mining, 29 November, 2001
Distributed Web Mining Using Bayesian Networks from Multiple Data Streams.
Proceedings of the 2001 IEEE International Conference on Data Mining, 29 November, 2001
Toward ubiquitous mining of distributed data.
Proceedings of the Data Mining and Knowledge Discovery: Theory, 2001
2000
Report from the Workshop on Distributed and Parallel Knowledge Discovery, ACM SIGKDD2000.
SIGKDD Explorations, 2000
The Genetic CodeLike Transformations and Their Effect on Learning Functions.
Proceedings of the Parallel Problem Solving from Nature, 2000
Collective Principal Component Analysis from Distributed, Heterogeneous Data.
Proceedings of the Principles of Data Mining and Knowledge Discovery, 2000
Distributed and parallel knowledge discovery (workshop session  title only).
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining, 2000
Computation in Genetic CodeLike Transformations.
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '00), 2000
1999
Collective, Hierarchical Clustering from Distributed, Heterogeneous Data.
Proceedings of the LargeScale Parallel Data Mining, 1999
1998
Further Experimentations on the Scalability of the GEMGA.
Proceedings of the Parallel Problem Solving from Nature, 1998
1997
SEARCH, Computational Processes in Evolution, and Preliminary Development of the Gene Expression Messy Genetic Algorithm.
Complex Systems, 1997
Scalable, Distributed Data Mining  An Agent Architecture.
Proceedings of the Third International Conference on Knowledge Discovery and Data Mining (KDD97), 1997
DNA To Protein: Transformations and Their Possible Role in Linkage Learning.
Proceedings of the 7th International Conference on Genetic Algorithms, 1997
Web Based Parallel/Distributed Medical Data Mining Using Software Agents.
Proceedings of the AMIA 1997, 1997
1996
Polynominal Complexity Blackbox Search: Lessons From the SEARCH Framework.
Proceedings of 1996 IEEE International Conference on Evolutionary Computation, 1996
The Gene Expression Messy Genetic Algorithm.
Proceedings of 1996 IEEE International Conference on Evolutionary Computation, 1996
The Performance of the Gene Expression Messy Genetic Algorithm On Real Test Functions.
Proceedings of 1996 IEEE International Conference on Evolutionary Computation, 1996
SEARCH, Blackbox Optimization, And Sample Complexity.
Proceedings of the 4th Workshop on Foundations of Genetic Algorithms. San Diego, 1996
The gene expression messy genetic algorithm for financial applications.
Proceedings of the IEEE/IAFE 1996 Conference on Computational Intelligence for Financial Engineering, 1996
1995
A Temporal Sequence Processor Based on the Biological Reactiondiffusion Process.
Complex Systems, 1995
Signaltonoise, Crosstalk, and Long Range Problem Difficulty in Genetic Algorithms.
Proceedings of the 6th International Conference on Genetic Algorithms, 1995
1993
Information Transmission in Genetic Algorithm and Shannon's Second Theorem.
Proceedings of the 5th International Conference on Genetic Algorithms, 1993
RapidAccurate Optimization of Difficult Problems Using Fast Messy Genetic Algorithms.
Proceedings of the 5th International Conference on Genetic Algorithms, 1993
1992
Ordering Genetic Algorithms and Deception.
Proceedings of the Parallel Problem Solving from Nature 2, 1992
1991
System Identification with Evolving Polynomial Networks.
Proceedings of the 4th International Conference on Genetic Algorithms, 1991