Hillol Kargupta

Publication Activity (10 Years)

Years Active: 1991-2019
Publications (10 Years): 1

Top Venues

Stat. Anal. Data Min.

S-CUBE

Knowl. Inf. Syst.

DSAA

Publications

Hillol Kargupta, Priyanka Kargupta
Analyzing Driving Data using the ADAPT Distributed Analytics Platform for Connected Vehicles. DSAA (2019)
Chris Giannella, Kun Liu, Hillol Kargupta
Breaching Euclidean distance-preserving data perturbation using few known inputs. Data Knowl. Eng. 83 (2013)
Joel W. Branch, Chris Giannella, Boleslaw K. Szymanski, Ran Wolff, Hillol Kargupta
In-network outlier detection in wireless sensor networks. Knowl. Inf. Syst. 34 (1) (2013)
Katharina Morik, Kanishka Bhaduri, Hillol Kargupta
Introduction to data mining for sustainability. Data Min. Knowl. Discov. 24 (2) (2012)
Hillol Kargupta
Connected Cars: How Distributed Data Mining Is Changing the Next Generation of Vehicle Telematics Products. S-CUBE (2012)
Xianshu Zhu, Tushar Mahule, Haimonti Dutta, Sugandha Arora, Hillol Kargupta, Kirk D. Borne
Peer-to-peer distributed text classifier learning in PADMINI. Stat. Anal. Data Min. 5 (5) (2012)
Rajarshi Mallik, Hillol Kargupta
A Sustainable Approach for Demand Prediction in Smart Grids using a Distributed Local Asynchronous Algorithm. CIDU (2011)
Kanishka Bhaduri, Kamalika Das, Kirk D. Borne, Chris Giannella, Tushar Mahule, Hillol Kargupta
Scalable, asynchronous, distributed eigen monitoring of astronomy data streams. Stat. Anal. Data Min. 4 (3) (2011)
Kamalika Das, Kanishka Bhaduri, Hillol Kargupta
Multi-objective optimization based privacy preserving distributed data mining in Peer-to-Peer networks. Peer-to-Peer Netw. Appl. 4 (2) (2011)
Hillol Kargupta, João Gama, Wei Fan
The next generation of transportation systems, greenhouse emissions, and data mining. KDD (2010)
Tushar Mahule, Kirk D. Borne, Sandipan Dey, Sugandha Arora, Hillol Kargupta
PADMINI: A Peer-to-Peer Distributed Astronomy Data Mining System and a Case Study. CIDU (2010)
Kamalika Das, Kanishka Bhaduri, Hillol Kargupta
A local asynchronous distributed privacy preserving feature selection algorithm for large peer-to-peer networks. Knowl. Inf. Syst. 24 (3) (2010)
Hillol Kargupta, Kakali Sarkar, Michael Gilligan
MineFleet®: an overview of a widely adopted distributed vehicle performance data mining system. KDD (2010)
Joel W. Branch, Chris Giannella, Boleslaw K. Szymanski, Ran Wolff, Hillol Kargupta
In-Network Outlier Detection in Wireless Sensor Networks CoRR (2009)
Chris Giannella, Kun Liu, Hillol Kargupta
On the Privacy of Euclidean Distance Preserving Data Perturbation CoRR (2009)
Haimonti Dutta, Xianshu Zhu, Tushar Mahule, Hillol Kargupta, Kirk D. Borne, Codrina Lauth, Florian Holz, Gerhard Heyer
TagLearner: A P2P Classifier Learning System from Collaboratively Tagged Text Documents. ICDM Workshops (2009)
Souptik Datta, Chris Giannella, Hillol Kargupta
Approximate Distributed K-Means Clustering over a Peer-to-Peer Network. IEEE Trans. Knowl. Data Eng. 21 (10) (2009)
Ran Wolff, Kanishka Bhaduri, Hillol Kargupta
A Generic Local Algorithm for Mining Data Streams in Large Distributed Systems. IEEE Trans. Knowl. Data Eng. 21 (4) (2009)
Kamalika Das, Kanishka Bhaduri, Sugandha Arora, Wesley Griffin, Kirk D. Borne, Chris Giannella, Hillol Kargupta
Scalable Distributed Change Detection from Astronomy Data Streams Using Local, Asynchronous Eigen Monitoring Algorithms. SDM (2009)
Kamalika Das, Kanishka Bhaduri, Hillol Kargupta
A Local Distributed Peer-to-Peer Algorithm Using Multi-Party Optimization Based Privacy Preservation for Data Mining Primitive Computation. Peer-to-Peer Computing (2009)
Souptik Datta, Hillol Kargupta
A communication efficient probabilistic algorithm for mining frequent itemsets from a peer-to-peer network. Stat. Anal. Data Min. 2 (1) (2009)
Tim Finin, Anupam Joshi, Hillol Kargupta, Yelena Yesha, Joel Sachs, Elisa Bertino, Ninghui Li, Chris Clifton, Gene Spafford, Bhavani M. Thuraisingham, Murat Kantarcioglu, Alain Bensoussan, Nathan Berg, Latifur Khan, Jiawei Han, ChengXiang Zhai, Ravi S. Sandhu, Shouhuai Xu, Jim Massaro, Lada A. Adamic
Assured Information Sharing Life Cycle. ISI (2009)
Kanishka Bhaduri, Hillol Kargupta
A Scalable Local Algorithm for Distributed Multivariate Regression. Stat. Anal. Data Min. 1 (3) (2008)
Daniel Dajun Zeng, Hsinchun Chen, Fei-Yue Wang, Hillol Kargupta
Guest Editors' Introduction: Special Section on Intelligence and Security Informatics. IEEE Trans. Knowl. Data Eng. 20 (8) (2008)
Domenico Talia, Josep Lluís Larriba-Pey, Hillol Kargupta, Esther Pacitti
Topic 5: Parallel and Distributed Databases. Euro-Par (2008)
Kanishka Bhaduri, Ran Wolff, Chris Giannella, Hillol Kargupta
Distributed Decision-Tree Induction in Peer-to-Peer Systems. Stat. Anal. Data Min. 1 (2) (2008)
Kanishka Bhaduri, Hillol Kargupta
An Efficient Local Algorithm for Distributed Multivariate Regression in Peer-to-Peer Networks. SDM (2008)
Sourav Mukherjee, Hillol Kargupta
Distributed probabilistic inferencing in sensor networks using variational approximation. J. Parallel Distributed Comput. 68 (1) (2008)
Haimonti Dutta, Hillol Kargupta
Distributed Linear Programming and Resource Management for Data Mining in Distributed Environments. ICDM Workshops (2008)
Kamalika Das, Kanishka Bhaduri, Kun Liu, Hillol Kargupta
Distributed Identification of Top-l Inner Product Elements and its Application in a Peer-to-Peer Network. IEEE Trans. Knowl. Data Eng. 20 (4) (2008)
Haimonti Dutta, Chris Giannella, Kirk D. Borne, Hillol Kargupta
Distributed Top-K Outlier Detection from Astronomy Catalogs using the DEMAC System. SDM (2007)
Hillol Kargupta, Kamalika Das, Kun Liu
Multi-party, Privacy-Preserving Distributed Data Mining Using a Game Theoretic Framework. PKDD (2007)
Kanishka Bhaduri, Kamalika Das, Hillol Kargupta
Peer-to-Peer Data Mining, Privacy Issues, and Games. AIS-ADM (2007)
Souptik Datta, Hillol Kargupta
Uniform Data Sampling from a Peer-to-Peer Network. ICDCS (2007)
Kun Liu, Hillol Kargupta, Jessica Ryan
Random Projection-Based Multiplicative Data Perturbation for Privacy Preserving Distributed Data Mining. IEEE Trans. Knowl. Data Eng. 18 (1) (2006)
Souptik Datta, Chris Giannella, Hillol Kargupta
K-Means Clustering Over a Large, Dynamic Network. SDM (2006)
Ran Wolff, Kanishka Bhaduri, Hillol Kargupta
Local L2-Thresholding Based Data Mining in Peer-to-Peer Systems. SDM (2006)
Kun Liu, Chris Giannella, Hillol Kargupta
An Attacker's View of Distance Preserving Maps for Privacy Preserving Data Mining. PKDD (2006)
Joel W. Branch, Boleslaw K. Szymanski, Chris Giannella, Ran Wolff, Hillol Kargupta
In-Network Outlier Detection in Wireless Sensor Networks. ICDCS (2006)
Souptik Datta, Kanishka Bhaduri, Chris Giannella, Ran Wolff, Hillol Kargupta
Distributed Data Mining in Peer-to-Peer Networks. IEEE Internet Comput. 10 (4) (2006)
Hillol Kargupta, Vasundhara Puttagunta, Martin Klein, Kakali Sarkar
On-board Vehicle Data Stream Monitoring Using MineFleet and Fast Resource Constrained Monitoring of Correlation Matrices. New Gener. Comput. 25 (1) (2006)
Sanghamitra Bandyopadhyay, Chris Giannella, Ujjwal Maulik, Hillol Kargupta, Kun Liu, Souptik Datta
Clustering distributed data streams in peer-to-peer environments. Inf. Sci. 176 (14) (2006)
Kun Liu, Kanishka Bhaduri, Kamalika Das, Phuong Nguyen, Hillol Kargupta
Client-side web mining for community formation in peer-to-peer environments. SIGKDD Explor. 8 (2) (2006)
Hillol Kargupta, Byung-Hoon Park, Haimonti Dutta
Orthogonal Decision Trees. IEEE Trans. Knowl. Data Eng. 18 (8) (2006)
Hillol Kargupta, Souptik Datta, Qi Wang, Krishnamoorthy Sivakumar
Random-data perturbation techniques and privacy-preserving data mining. Knowl. Inf. Syst. 7 (4) (2005)
Josenildo Costa da Silva, Chris Giannella, Ruchita Bhargava, Hillol Kargupta, Matthias Klusch
Distributed data mining and agents. Eng. Appl. Artif. Intell. 18 (7) (2005)
Haimonti Dutta, Hillol Kargupta, Anupam Joshi
Orthogonal Decision Trees for Resource-Constrained Physiological Data Stream Monitoring Using Mobile Devices. HiPC (2005)
Hillol Kargupta, Kakali Sarkar, Dipti Aswath, William D. Handy
A collaborative distributed privacy-sensitive decision support system for monitoring heterogeneous data sources. CTS (2005)
Domenico Talia, Hillol Kargupta, Patrick Valduriez, Rui Camacho
Topic 5 - Parallel and Distributed Databases, Data Mining and Knowledge Discovery. Euro-Par (2005)
Hillol Kargupta, Byung-Hoon Park
A Fourier Spectrum-Based Approach to Represent Decision Trees for Mining Data Streams in Mobile Environments. IEEE Trans. Knowl. Data Eng. 16 (2) (2004)
Chris Giannella, Ruchita Bhargava, Hillol Kargupta
Multi-agent Systems and Distributed Data Mining. CIA (2004)
Hillol Kargupta, Haimonti Dutta
Orthogonal Decision Trees. ICDM (2004)
Hillol Kargupta, Rajeev Ayyagari, Samiran Ghosh
Learning Functions Using Randomized Genetic Code-Like Transformations: Probabilistic Properties and Experimentations. IEEE Trans. Knowl. Data Eng. 16 (8) (2004)
Rong Chen, Krishnamoorthy Sivakumar, Hillol Kargupta
Collective Mining of Bayesian Networks from Distributed Heterogeneous Data. Knowl. Inf. Syst. 6 (2) (2004)
Da Meng, Krishnamoorthy Sivakumar, Hillol Kargupta
Privacy-Sensitive Bayesian Network Parameter Learning. ICDM (2004)
Hillol Kargupta, Ruchita Bhargava, Kun Liu, Michael Powers, Patrick Blair, Samuel Bushra, James Dull, Kakali Sarkar, Martin Klein, Mitesh Vasa, David Handy
VEDAS: A Mobile and Distributed Data Stream Mining System for Real-Time Vehicle Monitoring. SDM (2004)
Chris Giannella, Kun Liu, Todd Olsen, Hillol Kargupta
Communication Efficient Construction of Decision Trees Over Heterogeneously Distributed Data. ICDM (2004)
Haimonti Dutta, Hillol Kargupta, Souptik Datta, Krishnamoorthy Sivakumar
Analysis of privacy preserving random perturbation techniques: further explorations. WPES (2003)
Sweta Pittie, Hillol Kargupta, Byung-Hoon Park
Dependency detection in MobiMine: a systems perspective. Inf. Sci. 155 (3-4) (2003)
Vipul Hingne, Anupam Joshi, Timothy W. Finin, Hillol Kargupta, Elias N. Houstis
Towards a Pervasive Grid. IPDPS (2003)
Hillol Kargupta, Kun Liu, Souptik Datta, Jessica Ryan, Krishnamoorthy Sivakumar
Homeland security and privacy sensitive data mining from multi-party distributed resources. FUZZ-IEEE (2003)
Hillol Kargupta, Kun Liu, Jessica Ryan
Privacy Sensitive Distributed Data Mining from Multi-party Data. ISI (2003)
Hillol Kargupta, Souptik Datta, Qi Wang, Krishnamoorthy Sivakumar
On the Privacy Preserving Properties of Random Data Perturbation Techniques. ICDM (2003)
Byung-Hoon Park, Hillol Kargupta
Constructing Simpler Decision Trees from Ensemble Models Using Fourier Analysis. DMKD (2002)
Hillol Kargupta, Krishnamoorthy Sivakumar, Samiran Ghosh
Dependency Detection in MobiMine and Random Matrices. PKDD (2002)
Hillol Kargupta, Krishnamoorthy Sivakumar, Samiran Ghosh
A Random Matrix-Based Approach for Dependency Detection from Data Streams. DMKD (2002)
Hillol Kargupta, Samiran Ghosh
Toward Machine Learning Through Genetic Code-like Transformations. Genet. Program. Evolvable Mach. 3 (3) (2002)
Hillol Kargupta
Editorial: Computation in Gene Expression. Genet. Program. Evolvable Mach. 3 (2) (2002)
Hillol Kargupta, Philip Chan
Book Reviews. Review of Advances in Distributed and Parallel Knowledge Discovery. Pattern Anal. Appl. 5 (4) (2002)
Byung-Hoon Park, Hillol Kargupta, Erik L. Johnson, Eleonora Riva Sanseverino, Daryl E. Hershberger, Maria Luisa Di Silvestre
Distributed, Collaborative Data Analysis from Heterogeneous Sites Using a Scalable Evolutionary Technique. Appl. Intell. 16 (1) (2002)
Hillol Kargupta, Byung-Hoon Park, Sweta Pittie, Lei Liu, Deepali Kushraj, Kakali Sarkar
MobiMine: Monitoring the Stock Market from a PDA. SIGKDD Explor. 3 (2) (2002)
Rajeev Ayyagari, Hillol Kargupta
A Resampling Technique for Learning the Fourier Spectrum of Skewed Data. DMKD (2002)
Hillol Kargupta, Byung-Hoon Park
Gene Expression and Fast Construction of Distributed Evolutionary Representation. Evol. Comput. 9 (1) (2001)
Hillol Kargupta, Anupam Joshi
Data mining "to go": ubiquitous KDD for mobile and distributed environments. KDD Tutorials (2001)
Hillol Kargupta, Byung-Hoon Park
Mining Decision Trees from Data Streams in a Mobile Environment. ICDM (2001)
Hillol Kargupta, Weiyun Huang, Krishnamoorthy Sivakumar, Erik L. Johnson
Distributed Clustering Using Collective Principal Component Analysis. Knowl. Inf. Syst. 3 (4) (2001)
Rong Chen, Krishnamoorthy Sivakumar, Hillol Kargupta
Distributed Web Mining Using Bayesian Networks from Multiple Data Streams. ICDM (2001)
Byung-Hoon Park, Rajeev Ayyagari, Hillol Kargupta
A Fourier Analysis Based Approach to Learning Decision Trees in a Distributed Environment. SDM (2001)
Hillol Kargupta
A Striking Property of Genetic Code-like Transformations. Complex Syst. 13 (1) (2001)
Daryl E. Hershberger, Hillol Kargupta
Distributed Multivariate Regression Using Wavelet-Based Collective Data Mining. J. Parallel Distributed Comput. 61 (3) (2001)
Hillol Kargupta, Dirk Thierens
Computation in Gene Expression. Complex Syst. 13 (1) (2001)
Rajeev Ayyagari, Byong-Hoon Park, Daryl E. Hershberger, Hillol Kargupta
Toward ubiquitous mining of distributed data. Data Mining and Knowledge Discovery: Theory, Tools, and Technology (2001)
Hillol Kargupta, Weiyun Huang, Krishnamoorthy Sivakumar, Byung-Hoon Park, Shuren Wang
Collective Principal Component Analysis from Distributed, Heterogeneous Data. PKDD (2000)
Hillol Kargupta, Joydeep Ghosh, Vipin Kumar, Zoran Obradovic
Report from the Workshop on Distributed and Parallel Knowledge Discovery, ACM SIGKDD-2000. SIGKDD Explor. 2 (2) (2000)
Hillol Kargupta, Philip Chan, Vipin Kumar, Zoran Obradovic
Distributed and parallel knowledge discovery (workshop session - title only). KDD (2000)
Hillol Kargupta
Computation in Genetic Code-Like Transformations. GECCO (2000)
Hillol Kargupta
The Genetic Code-Like Transformations and Their Effect on Learning Functions. PPSN (2000)
Erik L. Johnson, Hillol Kargupta
Collective, Hierarchical Clustering from Distributed, Heterogeneous Data. Large-Scale Parallel Data Mining (1999)
Hillol Kargupta, Sanghamitra Bandyopadhyay
Further Experimentations on the Scalability of the GEMGA. PPSN (1998)
Hillol Kargupta, Brian Stafford
DNA To Protein: Transformations and Their Possible Role in Linkage Learning. ICGA (1997)
Hillol Kargupta, Ilker Hamzaoglu, Brian Stafford
Scalable, Distributed Data Mining - An Agent Architecture. KDD (1997)
Hillol Kargupta, Brian Stafford, Ilker Hamzaoglu
Web Based Parallel/Distributed Medical Data Mining Using Software Agents. AMIA (1997)
Hillol Kargupta
SEARCH, Computational Processes in Evolution, and Preliminary Development of the Gene Expression Messy Genetic Algorithm. Complex Syst. 11 (4) (1997)
Hillol Kargupta, David E. Goldberg
SEARCH, Blackbox Optimization, And Sample Complexity. FOGA (1996)
Hillol Kargupta, David E. Goldberg
Polynominal Complexity Blackbox Search: Lessons From the SEARCH Framework. International Conference on Evolutionary Computation (1996)
Hillol Kargupta
The Performance of the Gene Expression Messy Genetic Algorithm On Real Test Functions. International Conference on Evolutionary Computation (1996)
Hillol Kargupta, Kevin Buescher
The gene expression messy genetic algorithm for financial applications. CIFEr (1996)
Hillol Kargupta
The Gene Expression Messy Genetic Algorithm. International Conference on Evolutionary Computation (1996)
Hillol Kargupta
Signal-to-noise, Crosstalk, and Long Range Problem Difficulty in Genetic Algorithms. ICGA (1995)
Sylvian R. Ray, Hillol Kargupta
A Temporal Sequence Processor Based on the Biological Reaction-diffusion Process. Complex Syst. 9 (4) (1995)

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Publication Activity (10 Years)

Top Topics

Top Venues

Hillol Kargupta