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j36Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChris Giannella, Kun Liu, Hillol Kargupta: Breaching Euclidean distance-preserving data perturbation using few known inputs. Data Knowl. Eng. 83: 93-110 (2013)
j35Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoel W. Branch, Chris Giannella, Boleslaw K. Szymanski, Ran Wolff, Hillol Kargupta: In-network outlier detection in wireless sensor networks. Knowl. Inf. Syst. 34(1): 23-54 (2013)
2012
j34Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKatharina Morik, Kanishka Bhaduri, Hillol Kargupta: Introduction to data mining for sustainability. Data Min. Knowl. Discov. 24(2): 311-324 (2012)
j33Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXianshu Zhu, Tushar Mahule, Haimonti Dutta, Sugandha Arora, Hillol Kargupta, Kirk D. Borne: Peer-to-peer distributed text classifier learning in PADMINI. Statistical Analysis and Data Mining 5(5): 446-462 (2012)
c61Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHillol Kargupta: Connected Cars: How Distributed Data Mining Is Changing the Next Generation of Vehicle Telematics Products. S-CUBE 2012: 73-74
2011
j32Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKamalika Das, Kanishka Bhaduri, Hillol Kargupta: Multi-objective optimization based privacy preserving distributed data mining in Peer-to-Peer networks. Peer-to-Peer Networking and Applications 4(2): 192-209 (2011)
j31Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKanishka Bhaduri, Kamalika Das, Kirk D. Borne, Chris Giannella, Tushar Mahule, Hillol Kargupta: Scalable, asynchronous, distributed eigen monitoring of astronomy data streams. Statistical Analysis and Data Mining 4(3): 336-352 (2011)
c60Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRajarshi Mallik, Hillol Kargupta: A Sustainable Approach for Demand Prediction in Smart Grids using a Distributed Local Asynchronous Algorithm. CIDU 2011: 1-15
2010
j30Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKamalika 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): 341-367 (2010)
c59Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTushar 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: 243-257
c58Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHillol Kargupta, Kakali Sarkar, Michael Gilligan: MineFleet®: an overview of a widely adopted distributed vehicle performance data mining system. KDD 2010: 37-46
c57Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHillol Kargupta, João Gama, Wei Fan: The next generation of transportation systems, greenhouse emissions, and data mining. KDD 2010: 1209-1212
p3Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHillol Kargupta, Michael Gilligan, Vasundhara Puttagunta, Kakali Sarkar, Martin Klein, Nick Lenzi, Derek Johnson: MineFleet[InlineEquation not available: see fulltext.]: The Vehicle Data Stream Mining System for Ubiquitous Environments. Ubiquitous Knowledge Discovery 2010: 235-254
2009
j29Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSouptik Datta, Hillol Kargupta: A communication efficient probabilistic algorithm for mining frequent itemsets from a peer-to-peer network. Statistical Analysis and Data Mining 2(1): 48-69 (2009)
j28Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRan Wolff, Kanishka Bhaduri, Hillol Kargupta: A Generic Local Algorithm for Mining Data Streams in Large Distributed Systems. IEEE Trans. Knowl. Data Eng. 21(4): 465-478 (2009)
j27Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSouptik Datta, Chris Giannella, Hillol Kargupta: Approximate Distributed K-Means Clustering over a Peer-to-Peer Network. IEEE Trans. Knowl. Data Eng. 21(10): 1372-1388 (2009)
c56Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHaimonti 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: 495-500
c55Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTim 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: 307-309
c54Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKamalika 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: 212-221
c53Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKamalika 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: 247-258
e3Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWei Wang, Hillol Kargupta, Sanjay Ranka, Philip S. Yu, Xindong Wu: ICDM 2009, The Ninth IEEE International Conference on Data Mining, Miami, Florida, USA, 6-9 December 2009 .IEEE Computer Society 2009, ISBN 978-0-7695-3895-2
e2Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYücel Saygin, Jeffrey Xu Yu, Hillol Kargupta, Wei Wang, Sanjay Ranka, Philip S. Yu, Xindong Wu: ICDM Workshops 2009, IEEE International Conference on Data Mining Workshops, Miami, Florida, USA, 6 December 2009 .IEEE Computer Society 2009, ISBN 978-0-7695-3902-7
i2Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoel W. Branch, Chris Giannella, Boleslaw K. Szymanski, Ran Wolff, Hillol Kargupta: In-Network Outlier Detection in Wireless Sensor Networks .CoRR abs/0909.0685 (2009)
i1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChris Giannella, Kun Liu, Hillol Kargupta: On the Privacy of Euclidean Distance Preserving Data Perturbation .CoRR abs/0911.2942 (2009)
2008
j26Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSourav Mukherjee, Hillol Kargupta: Distributed probabilistic inferencing in sensor networks using variational approximation. J. Parallel Distrib. Comput. 68(1): 78-92 (2008)
j25Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKanishka Bhaduri, Ran Wolff, Chris Giannella, Hillol Kargupta: Distributed Decision-Tree Induction in Peer-to-Peer Systems. Statistical Analysis and Data Mining 1(2): 85-103 (2008)
j24Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKanishka Bhaduri, Hillol Kargupta: A Scalable Local Algorithm for Distributed Multivariate Regression. Statistical Analysis and Data Mining 1(3): 177-194 (2008)
j23Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKamalika 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): 475-488 (2008)
j22Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDaniel 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): 1009-1012 (2008)
c52Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDomenico Talia, Josep-Lluis Larriba-Pey, Hillol Kargupta, Esther Pacitti: Topic 5: Parallel and Distributed Databases. Euro-Par 2008: 392-393
c51Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHaimonti Dutta, Hillol Kargupta: Distributed Linear Programming and Resource Management for Data Mining in Distributed Environments. ICDM Workshops 2008: 543-552
c50Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKanishka Bhaduri, Hillol Kargupta: An Efficient Local Algorithm for Distributed Multivariate Regression in Peer-to-Peer Networks. SDM 2008: 153-164
p2Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKun Liu, Chris Giannella, Hillol Kargupta: A Survey of Attack Techniques on Privacy-Preserving Data Perturbation Methods. Privacy-Preserving Data Mining 2008: 359-381
2007
c49Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKanishka Bhaduri, Kamalika Das, Hillol Kargupta: Peer-to-Peer Data Mining, Privacy Issues, and Games. AIS-ADM 2007: 1-10
c48no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSouptik Datta, Hillol Kargupta: Uniform Data Sampling from a Peer-to-Peer Network. ICDCS 2007: 50
c47Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHillol Kargupta, Kamalika Das, Kun Liu: Multi-party, Privacy-Preserving Distributed Data Mining Using a Game Theoretic Framework. PKDD 2007: 523-531
c46Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHaimonti Dutta, Chris Giannella, Kirk D. Borne, Hillol Kargupta: Distributed Top-K Outlier Detection from Astronomy Catalogs using the DEMAC System. SDM 2007: 473-478
p1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKanishka Bhaduri, Kamalika Das, Krishnamoorthy Sivakumar, Hillol Kargupta, Ran Wolff, Rong Chen: Algorithms for Distributed Data Stream Mining. Data Streams - Models and Algorithms 2007: 309-331
2006
j21Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSouptik Datta, Kanishka Bhaduri, Chris Giannella, Ran Wolff, Hillol Kargupta: Distributed Data Mining in Peer-to-Peer Networks. IEEE Internet Computing 10(4): 18-26 (2006)
j20Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSanghamitra Bandyopadhyay, Chris Giannella, Ujjwal Maulik, Hillol Kargupta, Kun Liu, Souptik Datta: Clustering distributed data streams in peer-to-peer environments. Inf. Sci. 176(14): 1952-1985 (2006)
j19Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHillol Kargupta, Vasundhara Puttagunta, Martin Klein, Kakali Sarkar: On-board Vehicle Data Stream Monitoring Using MineFleet and Fast Resource Constrained Monitoring of Correlation Matrices. New Generation Comput. 25(1): 5-32 (2006)
j18Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKun Liu, Kanishka Bhaduri, Kamalika Das, Phuong Nguyen, Hillol Kargupta: Client-side web mining for community formation in peer-to-peer environments. SIGKDD Explorations 8(2): 11-20 (2006)
j17Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKun Liu, Hillol Kargupta, Jessica Ryan: Random Projection-Based Multiplicative Data Perturbation for Privacy Preserving Distributed Data Mining. IEEE Trans. Knowl. Data Eng. 18(1): 92-106 (2006)
j16Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHillol Kargupta, Byung-Hoon Park, Haimonti Dutta: Orthogonal Decision Trees. IEEE Trans. Knowl. Data Eng. 18(8): 1028-1042 (2006)
c45Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoel W. Branch, Boleslaw K. Szymanski, Chris Giannella, Ran Wolff, Hillol Kargupta: In-Network Outlier Detection in Wireless Sensor Networks. ICDCS 2006: 51
c44Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKun Liu, Chris Giannella, Hillol Kargupta: An Attacker's View of Distance Preserving Maps for Privacy Preserving Data Mining. PKDD 2006: 297-308
c43Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSouptik Datta, Chris Giannella, Hillol Kargupta: K-Means Clustering Over a Large, Dynamic Network. SDM 2006: 153-164
c42Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRan Wolff, Kanishka Bhaduri, Hillol Kargupta: Local L2-Thresholding Based Data Mining in Peer-to-Peer Systems. SDM 2006: 430-441
2005
j15Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJosenildo Costa da Silva, Chris Giannella, Ruchita Bhargava, Hillol Kargupta, Matthias Klusch: Distributed data mining and agents. Eng. Appl. of AI 18(7): 791-807 (2005)
j14Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHillol Kargupta, Souptik Datta, Qi Wang, Krishnamoorthy Sivakumar: Random-data perturbation techniques and privacy-preserving data mining. Knowl. Inf. Syst. 7(4): 387-414 (2005)
c41Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHillol Kargupta, Kakali Sarkar, Dipti Aswath, William D. Handy: A collaborative distributed privacy-sensitive decision support system for monitoring heterogeneous data sources. CTS 2005: 380-387
c40Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDomenico Talia, Hillol Kargupta, Patrick Valduriez, Rui Camacho: Topic 5 - Parallel and Distributed Databases, Data Mining and Knowledge Discovery. Euro-Par 2005: 347
c39Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHaimonti Dutta, Hillol Kargupta, Anupam Joshi: Orthogonal Decision Trees for Resource-Constrained Physiological Data Stream Monitoring Using Mobile Devices. HiPC 2005: 118-127
e1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHillol Kargupta, Jaideep Srivastava, Chandrika Kamath, Arnold Goodman: Proceedings of the 2005 SIAM International Conference on Data Mining, SDM 2005, Newport Beach, CA, USA, April 21-23, 2005 .SIAM 2005, ISBN 978-0-89871-593-4
2004
j13Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRong Chen, Krishnamoorthy Sivakumar, Hillol Kargupta: Collective Mining of Bayesian Networks from Distributed Heterogeneous Data. Knowl. Inf. Syst. 6(2): 164-187 (2004)
j12Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHillol 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): 216-229 (2004)
j11Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHillol Kargupta, Rajeev Ayyagari, Samiran Ghosh: Learning Functions Using Randomized Genetic Code-Like Transformations: Probabilistic Properties and Experimentations. IEEE Trans. Knowl. Data Eng. 16(8): 894-908 (2004)
c38Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChris Giannella, Ruchita Bhargava, Hillol Kargupta: Multi-agent Systems and Distributed Data Mining. CIA 2004: 1-15
c37Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChris Giannella, Kun Liu, Todd Olsen, Hillol Kargupta: Communication Efficient Construction of Decision Trees Over Heterogeneously Distributed Data. ICDM 2004: 67-74
c36Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHillol Kargupta, Haimonti Dutta: Orthogonal Decision Trees. ICDM 2004: 427-430
c35Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDa Meng, Krishnamoorthy Sivakumar, Hillol Kargupta: Privacy-Sensitive Bayesian Network Parameter Learning. ICDM 2004: 487-490
c34Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHillol 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: 300-311
2003
j10Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSweta Pittie, Hillol Kargupta, Byung-Hoon Park: Dependency detection in MobiMine: a systems perspective. Inf. Sci. 155(3-4): 227-243 (2003)
c33Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHillol Kargupta, Kun Liu, Souptik Datta, Jessica Ryan, Krishnamoorthy Sivakumar: Homeland security and privacy sensitive data mining from multi-party distributed resources. FUZZ-IEEE 2003: 1257-1260
c32Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHillol Kargupta, Souptik Datta, Qi Wang, Krishnamoorthy Sivakumar: On the Privacy Preserving Properties of Random Data Perturbation Techniques. ICDM 2003: 99-106
c31Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVipul Hingne, Anupam Joshi, Timothy W. Finin, Hillol Kargupta, Elias N. Houstis: Towards a Pervasive Grid. IPDPS 2003: 207
c30Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHillol Kargupta, Kun Liu, Jessica Ryan: Privacy Sensitive Distributed Data Mining from Multi-party Data. ISI 2003: 336-342
c29Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHaimonti Dutta, Hillol Kargupta, Souptik Datta, Krishnamoorthy Sivakumar: Analysis of privacy preserving random perturbation techniques: further explorations. WPES 2003: 31-38
2002
j9Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLByung-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): 19-42 (2002)
j8Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHillol Kargupta: Editorial: Computation in Gene Expression. Genetic Programming and Evolvable Machines 3(2): 111-112 (2002)
j7Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHillol Kargupta, Samiran Ghosh: Toward Machine Learning Through Genetic Code-like Transformations. Genetic Programming and Evolvable Machines 3(3): 231-258 (2002)
j6Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHillol Kargupta, Philip Chan: Book Reviews. Review of Advances in Distributed and Parallel Knowledge Discovery. Pattern Anal. Appl. 5(4): 399-401 (2002)
j5Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHillol Kargupta, Byung-Hoon Park, Sweta Pittie, Lei Liu, Deepali Kushraj, Kakali Sarkar: MobiMine: Monitoring the Stock Market from a PDA. SIGKDD Explorations 3(2): 37-46 (2002)
c28Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRajeev Ayyagari, Hillol Kargupta: A Resampling Technique for Learning the Fourier Spectrum of Skewed Data. DMKD 2002
c27Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHillol Kargupta, Krishnamoorthy Sivakumar, Samiran Ghosh: A Random Matrix-Based Approach for Dependency Detection from Data Streams. DMKD 2002
c26Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLByung-Hoon Park, Hillol Kargupta: Constructing Simpler Decision Trees from Ensemble Models Using Fourier Analysis. DMKD 2002
c25Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHillol Kargupta, Krishnamoorthy Sivakumar, Samiran Ghosh: Dependency Detection in MobiMine and Random Matrices. PKDD 2002: 250-262
2001
j4Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHillol Kargupta, Byung-Hoon Park: Gene Expression and Fast Construction of Distributed Evolutionary Representation. Evolutionary Computation 9(1): 43-69 (2001)
j3Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDaryl E. Hershberger, Hillol Kargupta: Distributed Multivariate Regression Using Wavelet-Based Collective Data Mining. J. Parallel Distrib. Comput. 61(3): 372-400 (2001)
j2Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHillol Kargupta, Weiyun Huang, Krishnamoorthy Sivakumar, Erik L. Johnson: Distributed Clustering Using Collective Principal Component Analysis. Knowl. Inf. Syst. 3(4): 422-448 (2001)
c24Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRajeev 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: 138-148
c23Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRong Chen, Krishnamoorthy Sivakumar, Hillol Kargupta: Distributed Web Mining Using Bayesian Networks from Multiple Data Streams. ICDM 2001: 75-82
c22Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHillol Kargupta, Byung-Hoon Park: Mining Decision Trees from Data Streams in a Mobile Environment. ICDM 2001: 281-288
c21Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHillol Kargupta, Anupam Joshi: Data mining "to go": ubiquitous KDD for mobile and distributed environments. KDD Tutorials 2001
c20Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLByung-Hoon Park, Rajeev Ayyagari, Hillol Kargupta: A Fourier Analysis Based Approach to Learning Decision Trees in a Distributed Environment. SDM 2001: 1-22
2000
j1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHillol Kargupta, Joydeep Ghosh, Vipin Kumar, Zoran Obradovic: Report from the Workshop on Distributed and Parallel Knowledge Discovery, ACM SIGKDD-2000. SIGKDD Explorations 2(2): 108-109 (2000)
c19no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHillol Kargupta: Computation in Genetic Code-Like Transformations. GECCO 2000: 937-
c18Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHillol Kargupta, Philip Chan, Vipin Kumar, Zoran Obradovic: Distributed and parallel knowledge discovery (workshop session - title only). KDD 2000: 534
c17Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHillol Kargupta, Weiyun Huang, Krishnamoorthy Sivakumar, Byung-Hoon Park, Shuren Wang: Collective Principal Component Analysis from Distributed, Heterogeneous Data. PKDD 2000: 452-457
c16Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHillol Kargupta: The Genetic Code-Like Transformations and Their Effect on Learning Functions. PPSN 2000: 99-108
1999
c15Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLErik L. Johnson, Hillol Kargupta: Collective, Hierarchical Clustering from Distributed, Heterogeneous Data. Large-Scale Parallel Data Mining 1999: 221-244
1998
c14Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHillol Kargupta, Sanghamitra Bandyopadhyay: Further Experimentations on the Scalability of the GEMGA. PPSN 1998: 315-324
1997
c13Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHillol Kargupta, Brian Stafford, Ilker Hamzaoglu: Web Based Parallel/Distributed Medical Data Mining Using Software Agents. AMIA 1997
c12no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHillol Kargupta, Brian Stafford: DNA To Protein: Transformations and Their Possible Role in Linkage Learning. ICGA 1997: 409-417
c11Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHillol Kargupta, Ilker Hamzaoglu, Brian Stafford: Scalable, Distributed Data Mining - An Agent Architecture. KDD 1997: 211-214
1996
c10Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHillol Kargupta, Kevin Buescher: The gene expression messy genetic algorithm for financial applications. CIFEr 1996: 155-161
c9no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHillol Kargupta, David E. Goldberg: SEARCH, Blackbox Optimization, And Sample Complexity. FOGA 1996: 291-324
c8no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHillol Kargupta: The Performance of the Gene Expression Messy Genetic Algorithm On Real Test Functions. International Conference on Evolutionary Computation 1996: 631-636
c7no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHillol Kargupta, David E. Goldberg: Polynominal Complexity Blackbox Search: Lessons From the SEARCH Framework. International Conference on Evolutionary Computation 1996: 792-797
c6no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHillol Kargupta: The Gene Expression Messy Genetic Algorithm. International Conference on Evolutionary Computation 1996: 814-819
1995
c5no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHillol Kargupta: Signal-to-noise, Crosstalk, and Long Range Problem Difficulty in Genetic Algorithms. ICGA 1995: 193-200
1993
c4no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid E. Goldberg, Kalyanmoy Deb, Hillol Kargupta, Georges R. Harik: RapidAccurate Optimization of Difficult Problems Using Fast Messy Genetic Algorithms. ICGA 1993: 56-64
c3no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHillol Kargupta: Information Transmission in Genetic Algorithm and Shannon's Second Theorem. ICGA 1993: 640
1992
c2no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHillol Kargupta, Kalyanmoy Deb, David E. Goldberg: Ordering Genetic Algorithms and Deception. PPSN 1992: 49-58
1991
c1no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHillol Kargupta, Robert E. Smith: System Identification with Evolving Polynomial Networks. ICGA 1991: 370-376

Coauthor Index

1Lada A. Adamic[c55]
2Sugandha Arora[j33] [c59] [c53]
3Dipti Aswath[c41]
4Rajeev Ayyagari[j11] [c28] [c24] [c20]
5Sanghamitra Bandyopadhyay[j20] [c14]
6Alain Bensoussan[c55]
7Nathan Berg[c55]
8Elisa Bertino[c55]
9Kanishka Bhaduri[j34] [j32] [j31] [j30] [j28] [c54] [c53] [j25] [j24] [j23] [c50] [c49] [p1] [j21] [j18] [c42]
10Ruchita Bhargava[j15] [c38] [c34]
11Patrick Blair[c34]
12Kirk D. Borne[j33] [j31] [c59] [c56] [c53] [c46]
13Joel W. Branch[j35] [i2] [c45]
14Kevin Buescher[c10]
15Samuel Bushra[c34]
16Rui Camacho[c40]
17Philip Chan[j6] [c18]
18Hsinchun Chen[j22]
19Rong Chen[p1] [j13] [c23]
20Chris Clifton[c55]
21Kamalika Das[j32] [j31] [j30] [c54] [c53] [j23] [c49] [c47] [p1] [j18]
22Souptik Datta[j29] [j27] [c48] [j21] [j20] [c43] [j14] [c33] [c32] [c29]
23Kalyanmoy Deb[c4] [c2]
24Sandipan Dey[c59]
25James Dull[c34]
26Haimonti Dutta[j33] [c56] [c51] [c46] [j16] [c39] [c36] [c29]
27Wei Fan[c57]
28Timothy W. Finin
Tim Finin
[c55] [c31]
29João Gama[c57]
30Joydeep Ghosh[j1]
31Samiran Ghosh[j11] [j7] [c27] [c25]
32Chris Giannella[j36] [j35] [j31] [j27] [c53] [i2] [i1] [j25] [p2] [c46] [j21] [j20] [c45] [c44] [c43] [j15] [c38] [c37]
33Michael Gilligan[c58] [p3]
34David E. Goldberg[c9] [c7] [c4] [c2]
35Arnold Goodman[e1]
36Wesley Griffin[c53]
37Ilker Hamzaoglu[c13] [c11]
38Jiawei Han[c55]
39David Handy[c34]
40William D. Handy[c41]
41Georges R. Harik[c4]
42Daryl E. Hershberger[j9] [j3] [c24]
43Gerhard Heyer[c56]
44Vipul Hingne[c31]
45Florian Holz[c56]
46Elias N. Houstis[c31]
47Weiyun Huang[j2] [c17]
48Derek Johnson[p3]
49Erik L. Johnson[j9] [j2] [c15]
50Anupam Joshi[c55] [c39] [c31] [c21]
51Chandrika Kamath[e1]
52Murat Kantarcioglu[c55]
53Latifur Khan[c55]
54Martin Klein[p3] [j19] [c34]
55Matthias Klusch[j15]
56Vipin Kumar[j1] [c18]
57Deepali Kushraj[j5]
58Josep-Lluis Larriba-Pey[c52]
59Codrina Lauth[c56]
60Nick Lenzi[p3]
61Ninghui Li[c55]
62Kun Liu[j36] [i1] [j23] [p2] [c47] [j20] [j18] [j17] [c44] [c37] [c34] [c33] [c30]
63Lei Liu[j5]
64Tushar Mahule[j33] [j31] [c59] [c56]
65Rajarshi Mallik[c60]
66Jim Massaro[c55]
67Ujjwal Maulik[j20]
68Da Meng[c35]
69Katharina Morik[j34]
70Sourav Mukherjee[j26]
71Phuong Nguyen[j18]
72Zoran Obradovic[j1] [c18]
73Todd Olsen[c37]
74Esther Pacitti[c52]
75Byong-Hoon Park[c24]
76Byung-Hoon Park[j16] [j12] [j10] [j9] [j5] [c26] [j4] [c22] [c20] [c17]
77Sweta Pittie[j10] [j5]
78Michael Powers[c34]
79Vasundhara Puttagunta[p3] [j19]
80Sanjay Ranka[e3] [e2]
81Jessica Ryan[j17] [c33] [c30]
82Joel Sachs[c55]
83Ravi S. Sandhu[c55]
84Eleonora Riva Sanseverino[j9]
85Kakali Sarkar[c58] [p3] [j19] [c41] [c34] [j5]
86Yücel Saygin[e2]
87Josenildo Costa da Silva[j15]
88Maria Luisa Di Silvestre[j9]
89Krishnamoorthy Sivakumar[p1] [j14] [j13] [c35] [c33] [c32] [c29] [c27] [c25] [j2] [c23] [c17]
90Robert Elliott Smith
Robert E. Smith
[c1]
91Gene Spafford[c55]
92Jaideep Srivastava[e1]
93Brian Stafford[c13] [c12] [c11]
94Boleslaw K. Szymanski[j35] [i2] [c45]
95Domenico Talia[c52] [c40]
96Bhavani M. Thuraisingham[c55]
97Patrick Valduriez[c40]
98Mitesh Vasa[c34]
99Fei-Yue Wang[j22]
100Qi Wang[j14] [c32]
101Shuren Wang[c17]
102Wei Wang 0010[e3] [e2]
103Ran Wolff[j35] [j28] [i2] [j25] [p1] [j21] [c45] [c42]
104Xindong Wu[e3] [e2]
105Shouhuai Xu[c55]
106Yelena Yesha[c55]
107Jeffrey Xu Yu[e2]
108Philip S. Yu[e3] [e2]
109Daniel Dajun Zeng[j22]
110ChengXiang Zhai[c55]
111Xianshu Zhu[j33] [c56]

 

Last update 2017-02-10 00:46 CET by the DBLP TeamThis material is Open Data Data released under the ODC-BY 1.0 license — See also our legal information page