Hillol Kargupta

According to our database, Hillol Kargupta authored at least 108 papers between 1991 and 2019.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2019

Analyzing Driving Data using the ADAPT Distributed Analytics Platform for Connected Vehicles.

Hillol Kargupta, Priyanka Kargupta

Proceedings of the 2019 IEEE International Conference on Data Science and Advanced Analytics, 2019

2013

In-network outlier detection in wireless sensor networks.

Joel W. Branch, Chris Giannella, Boleslaw K. Szymanski, Ran Wolff, Hillol Kargupta

Knowl. Inf. Syst., 2013

Breaching Euclidean distance-preserving data perturbation using few known inputs.

Chris Giannella, Kun Liu, Hillol Kargupta

Data Knowl. Eng., 2013

2012

Peer-to-peer distributed text classifier learning in PADMINI.

Xianshu Zhu, Tushar Mahule, Haimonti Dutta, Sugandha Arora, Hillol Kargupta, Kirk D. Borne

Stat. Anal. Data Min., 2012

Introduction to data mining for sustainability.

Katharina Morik, Kanishka Bhaduri, Hillol Kargupta

Data Min. Knowl. Discov., 2012

Connected Cars: How Distributed Data Mining Is Changing the Next Generation of Vehicle Telematics Products.

Hillol Kargupta

Proceedings of the Sensor Systems and Software - Third International ICST Conference, 2012

Making Data Analysis Ubiquitous: My Journey Through Academia and Industry.

Hillol Kargupta

Proceedings of the Journeys to Data Mining, 2012

2011

Scalable, asynchronous, distributed eigen monitoring of astronomy data streams.

Kanishka Bhaduri, Kamalika Das, Kirk D. Borne, Chris Giannella, Tushar Mahule, Hillol Kargupta

Stat. Anal. Data Min., 2011

Multi-objective optimization based privacy preserving distributed data mining in Peer-to-Peer networks.

Kamalika Das, Kanishka Bhaduri, Hillol Kargupta

Peer-to-Peer Netw. Appl., 2011

A Sustainable Approach for Demand Prediction in Smart Grids using a Distributed Local Asynchronous Algorithm.

Rajarshi Mallik, Hillol Kargupta

Proceedings of the 2011 Conference on Intelligent Data Understanding, 2011

2010

MineFleet®: The Vehicle Data Stream Mining System for Ubiquitous Environments.

Hillol Kargupta, Michael Gilligan, Vasundhara Puttagunta, Kakali Sarkar, Martin Klein, Nick Lenzi, Derek Johnson

Proceedings of the Ubiquitous Knowledge Discovery - Challenges, Techniques, Applications, 2010

A local asynchronous distributed privacy preserving feature selection algorithm for large peer-to-peer networks.

Kamalika Das, Kanishka Bhaduri, Hillol Kargupta

Knowl. Inf. Syst., 2010

MineFleet®: an overview of a widely adopted distributed vehicle performance data mining system.

Hillol Kargupta, Kakali Sarkar, Michael Gilligan

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.

Hillol Kargupta, João Gama, Wei Fan

Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010

PADMINI: A Peer-to-Peer Distributed Astronomy Data Mining System and a Case Study.

Tushar Mahule, Kirk D. Borne, Sandipan Dey, Sugandha Arora, Hillol Kargupta

Proceedings of the 2010 Conference on Intelligent Data Understanding, 2010

2009

A Generic Local Algorithm for Mining Data Streams in Large Distributed Systems.

Ran Wolff, Kanishka Bhaduri, Hillol Kargupta

IEEE Trans. Knowl. Data Eng., 2009

Approximate Distributed K-Means Clustering over a Peer-to-Peer Network.

Souptik Datta, Chris Giannella, Hillol Kargupta

IEEE Trans. Knowl. Data Eng., 2009

A communication efficient probabilistic algorithm for mining frequent itemsets from a peer-to-peer network.

Souptik Datta, Hillol Kargupta

Stat. Anal. Data Min., 2009

On the Privacy of Euclidean Distance Preserving Data Perturbation

Chris Giannella, Kun Liu, Hillol Kargupta

CoRR, 2009

Scalable Distributed Change Detection from Astronomy Data Streams Using Local, Asynchronous Eigen Monitoring Algorithms.

Kamalika Das, Kanishka Bhaduri, Sugandha Arora, Wesley Griffin, Kirk D. Borne, Chris Giannella, Hillol Kargupta

Proceedings of the SIAM International Conference on Data Mining, 2009

A Local Distributed Peer-to-Peer Algorithm Using Multi-Party Optimization Based Privacy Preservation for Data Mining Primitive Computation.

Kamalika Das, Kanishka Bhaduri, Hillol Kargupta

Proceedings of the Proceedings P2P 2009, 2009

Assured Information Sharing Life Cycle.

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

Proceedings of the IEEE International Conference on Intelligence and Security Informatics, 2009

TagLearner: A P2P Classifier Learning System from Collaboratively Tagged Text Documents.

Haimonti Dutta, Xianshu Zhu, Tushar Mahule, Hillol Kargupta, Kirk D. Borne, Codrina Lauth, Florian Holz, Gerhard Heyer

Proceedings of the ICDM Workshops 2009, 2009

2008

A Survey of Attack Techniques on Privacy-Preserving Data Perturbation Methods.

Kun Liu, Chris Giannella, Hillol Kargupta

Proceedings of the Privacy-Preserving Data Mining - Models and Algorithms, 2008

Guest Editors' Introduction: Special Section on Intelligence and Security Informatics.

Daniel Dajun Zeng, Hsinchun Chen, Fei-Yue Wang, Hillol Kargupta

IEEE Trans. Knowl. Data Eng., 2008

Distributed Identification of Top-l Inner Product Elements and its Application in a Peer-to-Peer Network.

Kamalika Das, Kanishka Bhaduri, Kun Liu, Hillol Kargupta

IEEE Trans. Knowl. Data Eng., 2008

Distributed Decision-Tree Induction in Peer-to-Peer Systems.

Kanishka Bhaduri, Ran Wolff, Chris Giannella, Hillol Kargupta

Stat. Anal. Data Min., 2008

A Scalable Local Algorithm for Distributed Multivariate Regression.

Kanishka Bhaduri, Hillol Kargupta

Stat. Anal. Data Min., 2008

Distributed probabilistic inferencing in sensor networks using variational approximation.

Sourav Mukherjee, Hillol Kargupta

J. Parallel Distributed Comput., 2008

An Efficient Local Algorithm for Distributed Multivariate Regression in Peer-to-Peer Networks.

Kanishka Bhaduri, Hillol Kargupta

Proceedings of the SIAM International Conference on Data Mining, 2008

Distributed Linear Programming and Resource Management for Data Mining in Distributed Environments.

Haimonti Dutta, Hillol Kargupta

Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Topic 5: Parallel and Distributed Databases.

Domenico Talia, Josep Lluís Larriba-Pey, Hillol Kargupta, Esther Pacitti

Proceedings of the Euro-Par 2008, 2008

Thoughts on Human Emotions, Breakthroughs in Communication, and the Next Generation of Data Mining.

Hillol Kargupta

Proceedings of the Next Generation of Data Mining., 2008

Privacy-Preserving Data Analysis on Graphs and Social Networks.

Kun Liu, Kamalika Das, Tyrone Grandison, Hillol Kargupta

Proceedings of the Next Generation of Data Mining., 2008

2007

Algorithms for Distributed Data Stream Mining.

Kanishka Bhaduri, Kamalika Das, Krishnamoorthy Sivakumar, Hillol Kargupta, Ran Wolff, Rong Chen

Proceedings of the Data Streams - Models and Algorithms, 2007

Distributed Top-K Outlier Detection from Astronomy Catalogs using the DEMAC System.

Haimonti Dutta, Chris Giannella, Kirk D. Borne, Hillol Kargupta

Proceedings of the Seventh SIAM International Conference on Data Mining, 2007

Multi-party, Privacy-Preserving Distributed Data Mining Using a Game Theoretic Framework.

Hillol Kargupta, Kamalika Das, Kun Liu

Proceedings of the Knowledge Discovery in Databases: PKDD 2007, 2007

Uniform Data Sampling from a Peer-to-Peer Network.

Souptik Datta, Hillol Kargupta

Proceedings of the 27th IEEE International Conference on Distributed Computing Systems (ICDCS 2007), 2007

Peer-to-Peer Data Mining, Privacy Issues, and Games.

Kanishka Bhaduri, Kamalika Das, Hillol Kargupta

Proceedings of the Autonomous Intelligent Systems: Multi-Agents and Data Mining, 2007

2006

Random Projection-Based Multiplicative Data Perturbation for Privacy Preserving Distributed Data Mining.

Kun Liu, Hillol Kargupta, Jessica Ryan

IEEE Trans. Knowl. Data Eng., 2006

Orthogonal Decision Trees.

Hillol Kargupta, Byung-Hoon Park, Haimonti Dutta

IEEE Trans. Knowl. Data Eng., 2006

Client-side web mining for community formation in peer-to-peer environments.

Kun Liu, Kanishka Bhaduri, Kamalika Das, Phuong Nguyen, Hillol Kargupta

SIGKDD Explor., 2006

On-board Vehicle Data Stream Monitoring Using MineFleet and Fast Resource Constrained Monitoring of Correlation Matrices.

Hillol Kargupta, Vasundhara Puttagunta, Martin Klein, Kakali Sarkar

New Gener. Comput., 2006

Clustering distributed data streams in peer-to-peer environments.

Sanghamitra Bandyopadhyay, Chris Giannella, Ujjwal Maulik, Hillol Kargupta, Kun Liu, Souptik Datta

Inf. Sci., 2006

Distributed Data Mining in Peer-to-Peer Networks.

Souptik Datta, Kanishka Bhaduri, Chris Giannella, Ran Wolff, Hillol Kargupta

IEEE Internet Comput., 2006

Local L2-Thresholding Based Data Mining in Peer-to-Peer Systems.

Ran Wolff, Kanishka Bhaduri, Hillol Kargupta

Proceedings of the Sixth SIAM International Conference on Data Mining, 2006

K-Means Clustering Over a Large, Dynamic Network.

Souptik Datta, Chris Giannella, Hillol Kargupta

Proceedings of the Sixth SIAM International Conference on Data Mining, 2006

An Attacker's View of Distance Preserving Maps for Privacy Preserving Data Mining.

Kun Liu, Chris Giannella, Hillol Kargupta

Proceedings of the Knowledge Discovery in Databases: PKDD 2006, 2006

2005

Random-data perturbation techniques and privacy-preserving data mining.

Hillol Kargupta, Souptik Datta, Qi Wang, Krishnamoorthy Sivakumar

Knowl. Inf. Syst., 2005

Distributed data mining and agents.

Josenildo Costa da Silva, Chris Giannella, Ruchita Bhargava, Hillol Kargupta, Matthias Klusch

Eng. Appl. Artif. Intell., 2005

Orthogonal Decision Trees for Resource-Constrained Physiological Data Stream Monitoring Using Mobile Devices.

Haimonti Dutta, Hillol Kargupta, Anupam Joshi

Proceedings of the High Performance Computing, 2005

Topic 5 - Parallel and Distributed Databases, Data Mining and Knowledge Discovery.

Domenico Talia, Hillol Kargupta, Patrick Valduriez, Rui Camacho

Proceedings of the Euro-Par 2005, Parallel Processing, 11th International Euro-Par Conference, Lisbon, Portugal, August 30, 2005

A collaborative distributed privacy-sensitive decision support system for monitoring heterogeneous data sources.

Hillol Kargupta, Kakali Sarkar, Dipti Aswath, William D. Handy

Proceedings of the 2005 International Symposium on Collaborative Technologies and Systems, 2005

2004

A Fourier Spectrum-Based Approach to Represent Decision Trees for Mining Data Streams in Mobile Environments.

Hillol Kargupta, Byung-Hoon Park

IEEE Trans. Knowl. Data Eng., 2004

Learning Functions Using Randomized Genetic Code-Like Transformations: Probabilistic Properties and Experimentations.

Hillol Kargupta, Rajeev Ayyagari, Samiran Ghosh

IEEE Trans. Knowl. Data Eng., 2004

Collective Mining of Bayesian Networks from Distributed Heterogeneous Data.

Rong Chen, Krishnamoorthy Sivakumar, Hillol Kargupta

Knowl. Inf. Syst., 2004

VEDAS: A Mobile and Distributed Data Stream Mining System for Real-Time Vehicle Monitoring.

Hillol Kargupta, Ruchita Bhargava, Kun Liu, Michael Powers, Patrick Blair, Samuel Bushra, James Dull, Kakali Sarkar, Martin Klein, Mitesh Vasa, David Handy

Proceedings of the Fourth SIAM International Conference on Data Mining, 2004

Privacy-Sensitive Bayesian Network Parameter Learning.

Da Meng, Krishnamoorthy Sivakumar, Hillol Kargupta

Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004

Orthogonal Decision Trees.

Hillol Kargupta, Haimonti Dutta

Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004

Communication Efficient Construction of Decision Trees Over Heterogeneously Distributed Data.

Chris Giannella, Kun Liu, Todd Olsen, Hillol Kargupta

Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004

Multi-agent Systems and Distributed Data Mining.

Chris Giannella, Ruchita Bhargava, Hillol Kargupta

Proceedings of the Cooperative Information Agents VIII, 8th International Workshop, 2004

2003

Dependency detection in MobiMine: a systems perspective.

Sweta Pittie, Hillol Kargupta, Byung-Hoon Park

Inf. Sci., 2003

Analysis of privacy preserving random perturbation techniques: further explorations.

Haimonti Dutta, Hillol Kargupta, Souptik Datta, Krishnamoorthy Sivakumar

Proceedings of the 2003 ACM Workshop on Privacy in the Electronic Society, 2003

Privacy Sensitive Distributed Data Mining from Multi-party Data.

Hillol Kargupta, Kun Liu, Jessica Ryan

Proceedings of the Intelligence and Security Informatics, First NSF/NIJ Symposium, 2003

Towards a Pervasive Grid.

Vipul Hingne, Anupam Joshi, Timothy W. Finin, Hillol Kargupta, Elias N. Houstis

Proceedings of the 17th International Parallel and Distributed Processing Symposium (IPDPS 2003), 2003

On the Privacy Preserving Properties of Random Data Perturbation Techniques.

Hillol Kargupta, Souptik Datta, Qi Wang, Krishnamoorthy Sivakumar

Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 2003

Homeland security and privacy sensitive data mining from multi-party distributed resources.

Hillol Kargupta, Kun Liu, Souptik Datta, Jessica Ryan, Krishnamoorthy Sivakumar

Proceedings of the 12th IEEE International Conference on Fuzzy Systems, 2003

2002

MobiMine: Monitoring the Stock Market from a PDA.

Hillol Kargupta, Byung-Hoon Park, Sweta Pittie, Lei Liu, Deepali Kushraj, Kakali Sarkar

SIGKDD Explor., 2002

Book Reviews. Review of Advances in Distributed and Parallel Knowledge Discovery.

Hillol Kargupta, Philip Chan

Pattern Anal. Appl., 2002

Toward Machine Learning Through Genetic Code-like Transformations.

Hillol Kargupta, Samiran Ghosh

Genet. Program. Evolvable Mach., 2002

Editorial: Computation in Gene Expression.

Hillol Kargupta

Genet. Program. Evolvable Mach., 2002

Distributed, Collaborative Data Analysis from Heterogeneous Sites Using a Scalable Evolutionary Technique.

Byung-Hoon Park, Hillol Kargupta, Erik L. Johnson, Eleonora Riva Sanseverino, Daryl E. Hershberger, Maria Luisa Di Silvestre

Appl. Intell., 2002

Dependency Detection in MobiMine and Random Matrices.

Hillol Kargupta, Krishnamoorthy Sivakumar, Samiran Ghosh

Proceedings of the Principles of Data Mining and Knowledge Discovery, 2002

Constructing Simpler Decision Trees from Ensemble Models Using Fourier Analysis.

Byung-Hoon Park, Hillol Kargupta

Proceedings of the 2002 ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery, 2002

A Random Matrix-Based Approach for Dependency Detection from Data Streams.

Hillol Kargupta, Krishnamoorthy Sivakumar, Samiran Ghosh

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.

Rajeev Ayyagari, Hillol Kargupta

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.

Hillol Kargupta, Weiyun Huang, Krishnamoorthy Sivakumar, Erik L. Johnson

Knowl. Inf. Syst., 2001

Distributed Multivariate Regression Using Wavelet-Based Collective Data Mining.

Daryl E. Hershberger, Hillol Kargupta

J. Parallel Distributed Comput., 2001

Gene Expression and Fast Construction of Distributed Evolutionary Representation.

Hillol Kargupta, Byung-Hoon Park

Evol. Comput., 2001

Computation in Gene Expression.

Hillol Kargupta, Dirk Thierens

Complex Syst., 2001

A Striking Property of Genetic Code-like Transformations.

Hillol Kargupta

Complex Syst., 2001

A Fourier Analysis Based Approach to Learning Decision Trees in a Distributed Environment.

Byung-Hoon Park, Rajeev Ayyagari, Hillol Kargupta

Proceedings of the First SIAM International Conference on Data Mining, 2001

Data mining "to go": ubiquitous KDD for mobile and distributed environments.

Hillol Kargupta, Anupam Joshi

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.

Hillol Kargupta, Byung-Hoon Park

Proceedings of the 2001 IEEE International Conference on Data Mining, 29 November, 2001

Distributed Web Mining Using Bayesian Networks from Multiple Data Streams.

Rong Chen, Krishnamoorthy Sivakumar, Hillol Kargupta

Proceedings of the 2001 IEEE International Conference on Data Mining, 29 November, 2001

Toward ubiquitous mining of distributed data.

Rajeev Ayyagari, Byong-Hoon Park, Daryl E. Hershberger, Hillol Kargupta

Proceedings of the Data Mining and Knowledge Discovery: Theory, 2001

2000

Report from the Workshop on Distributed and Parallel Knowledge Discovery, ACM SIGKDD-2000.

Hillol Kargupta, Joydeep Ghosh, Vipin Kumar, Zoran Obradovic

SIGKDD Explor., 2000

The Genetic Code-Like Transformations and Their Effect on Learning Functions.

Hillol Kargupta

Proceedings of the Parallel Problem Solving from Nature, 2000

Collective Principal Component Analysis from Distributed, Heterogeneous Data.

Hillol Kargupta, Weiyun Huang, Krishnamoorthy Sivakumar, Byung-Hoon Park, Shuren Wang

Proceedings of the Principles of Data Mining and Knowledge Discovery, 2000

Distributed and parallel knowledge discovery (workshop session - title only).

Hillol Kargupta, Philip Chan, Vipin Kumar, Zoran Obradovic

Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining, 2000

Computation in Genetic Code-Like Transformations.

Hillol Kargupta

Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '00), 2000

1999

Collective, Hierarchical Clustering from Distributed, Heterogeneous Data.

Erik L. Johnson, Hillol Kargupta

Proceedings of the Large-Scale Parallel Data Mining, 1999

1998

Further Experimentations on the Scalability of the GEMGA.

Hillol Kargupta, Sanghamitra Bandyopadhyay

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.

Hillol Kargupta

Complex Syst., 1997

Scalable, Distributed Data Mining - An Agent Architecture.

Hillol Kargupta, Ilker Hamzaoglu, Brian Stafford

Proceedings of the Third International Conference on Knowledge Discovery and Data Mining (KDD-97), 1997

DNA To Protein: Transformations and Their Possible Role in Linkage Learning.

Hillol Kargupta, Brian Stafford

Proceedings of the 7th International Conference on Genetic Algorithms, 1997

Web Based Parallel/Distributed Medical Data Mining Using Software Agents.

Hillol Kargupta, Brian Stafford, Ilker Hamzaoglu

Proceedings of the AMIA 1997, 1997

1996

Polynominal Complexity Blackbox Search: Lessons From the SEARCH Framework.

Hillol Kargupta, David E. Goldberg

Proceedings of 1996 IEEE International Conference on Evolutionary Computation, 1996

The Gene Expression Messy Genetic Algorithm.

Hillol Kargupta

Proceedings of 1996 IEEE International Conference on Evolutionary Computation, 1996

The Performance of the Gene Expression Messy Genetic Algorithm On Real Test Functions.

Hillol Kargupta

Proceedings of 1996 IEEE International Conference on Evolutionary Computation, 1996

SEARCH, Blackbox Optimization, And Sample Complexity.

Hillol Kargupta, David E. Goldberg

Proceedings of the 4th Workshop on Foundations of Genetic Algorithms. San Diego, 1996

The gene expression messy genetic algorithm for financial applications.

Hillol Kargupta, Kevin Buescher

Proceedings of the IEEE/IAFE 1996 Conference on Computational Intelligence for Financial Engineering, 1996

1995

A Temporal Sequence Processor Based on the Biological Reaction-diffusion Process.

Sylvian R. Ray, Hillol Kargupta

Complex Syst., 1995

Signal-to-noise, Crosstalk, and Long Range Problem Difficulty in Genetic Algorithms.

Hillol Kargupta

Proceedings of the 6th International Conference on Genetic Algorithms, 1995

1993

Information Transmission in Genetic Algorithm and Shannon's Second Theorem.

Hillol Kargupta

Proceedings of the 5th International Conference on Genetic Algorithms, 1993

RapidAccurate Optimization of Difficult Problems Using Fast Messy Genetic Algorithms.

David E. Goldberg, Kalyanmoy Deb, Hillol Kargupta, Georges R. Harik

Proceedings of the 5th International Conference on Genetic Algorithms, 1993

1992

Ordering Genetic Algorithms and Deception.

Hillol Kargupta, Kalyanmoy Deb, David E. Goldberg

Proceedings of the Parallel Problem Solving from Nature 2, 1992

1991

System Identification with Evolving Polynomial Networks.

Hillol Kargupta, Robert E. Smith

Proceedings of the 4th International Conference on Genetic Algorithms, 1991