Hillol Kargupta

	2009
76		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: 245-156
75		Joel W. Branch, Chris Giannella, Boleslaw K. Szymanski, Ran Wolff, Hillol Kargupta: In-Network Outlier Detection in Wireless Sensor Networks CoRR abs/0909.0685: (2009)
74		Souptik 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)
73		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): 465-478 (2009)
72		Souptik 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)
	2008
71		Domenico Talia, Josep-Lluis Larriba-Pey, Hillol Kargupta, Esther Pacitti: Topic 5: Parallel and Distributed Databases. Euro-Par 2008: 392-393
70		Haimonti Dutta, Hillol Kargupta: Distributed Linear Programming and Resource Management for Data Mining in Distributed Environments. ICDM Workshops 2008: 543-552
69		Kanishka Bhaduri, Hillol Kargupta: An Efficient Local Algorithm for Distributed Multivariate Regression in Peer-to-Peer Networks. SDM 2008: 153-164
68		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): 475-488 (2008)
67		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): 1009-1012 (2008)
66		Sourav Mukherjee, Hillol Kargupta: Distributed probabilistic inferencing in sensor networks using variational approximation. J. Parallel Distrib. Comput. 68(1): 78-92 (2008)
65		Kanishka 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)
64		Kanishka Bhaduri, Hillol Kargupta: A Scalable Local Algorithm for Distributed Multivariate Regression. Statistical Analysis and Data Mining 1(3): 177-194 (2008)
	2007
63		Kanishka Bhaduri, Kamalika Das, Hillol Kargupta: Peer-to-Peer Data Mining, Privacy Issues, and Games. AIS-ADM 2007: 1-10
62		Souptik Datta, Hillol Kargupta: Uniform Data Sampling from a Peer-to-Peer Network. ICDCS 2007: 50
61		Hillol Kargupta, Kamalika Das, Kun Liu: Multi-party, Privacy-Preserving Distributed Data Mining Using a Game Theoretic Framework. PKDD 2007: 523-531
60		Haimonti Dutta, Chris Giannella, Kirk D. Borne, Hillol Kargupta: Distributed Top-K Outlier Detection from Astronomy Catalogs using the DEMAC System. SDM 2007
	2006
59		Joel W. Branch, Boleslaw K. Szymanski, Chris Giannella, Ran Wolff, Hillol Kargupta: In-Network Outlier Detection in Wireless Sensor Networks. ICDCS 2006: 51
58		Kun Liu, Chris Giannella, Hillol Kargupta: An Attacker's View of Distance Preserving Maps for Privacy Preserving Data Mining. PKDD 2006: 297-308
57		Souptik Datta, Chris Giannella, Hillol Kargupta: K-Means Clustering Over a Large, Dynamic Network. SDM 2006
56		Ran Wolff, Kanishka Bhaduri, Hillol Kargupta: Local L2-Thresholding Based Data Mining in Peer-to-Peer Systems. SDM 2006
55		Souptik 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)
54		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): 92-106 (2006)
53		Hillol Kargupta, Byung-Hoon Park, Haimonti Dutta: Orthogonal Decision Trees. IEEE Trans. Knowl. Data Eng. 18(8): 1028-1042 (2006)
52		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): 1952-1985 (2006)
51		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 Generation Comput. 25(1): 5-32 (2006)
50		Kun 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)
	2005
49		Domenico Talia, Hillol Kargupta, Patrick Valduriez, Rui Camacho: Topic 5 - Parallel and Distributed Databases, Data Mining and Knowledge Discovery. Euro-Par 2005: 347
48		Haimonti Dutta, Hillol Kargupta, Anupam Joshi: Orthogonal Decision Trees for Resource-Constrained Physiological Data Stream Monitoring Using Mobile Devices. HiPC 2005: 118-127
47		Hillol Kargupta, Souptik Datta, Qi Wang, Krishnamoorthy Sivakumar: Random-data perturbation techniques and privacy-preserving data mining. Knowl. Inf. Syst. 7(4): 387-414 (2005)
	2004
46		Chris Giannella, Ruchita Bhargava, Hillol Kargupta: Multi-agent Systems and Distributed Data Mining. CIA 2004: 1-15
45		Hillol Kargupta, Haimonti Dutta: Orthogonal Decision Trees. ICDM 2004: 427-430
44		Da Meng, Krishnamoorthy Sivakumar, Hillol Kargupta: Privacy-Sensitive Bayesian Network Parameter Learning. ICDM 2004: 487-490
43		Chris Giannella, Kun Liu, Todd Olsen, Hillol Kargupta: Communication Efficient Construction of Decision Trees Over Heterogeneously Distributed Data. ICDM 2004: 67-74
42		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
41		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): 216-229 (2004)
40		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): 894-908 (2004)
39		R. Chen, Krishnamoorthy Sivakumar, Hillol Kargupta: Collective Mining of Bayesian Networks from Distributed Heterogeneous Data. Knowl. Inf. Syst. 6(2): 164-187 (2004)
	2003
38		Hillol Kargupta, Souptik Datta, Qi Wang, Krishnamoorthy Sivakumar: On the Privacy Preserving Properties of Random Data Perturbation Techniques. ICDM 2003: 99-106
37		Vipul Hingne, Anupam Joshi, Timothy W. Finin, Hillol Kargupta, Elias N. Houstis: Towards a Pervasive Grid. IPDPS 2003: 207
36		Hillol Kargupta, Kun Liu, Jessica Ryan: Privacy Sensitive Distributed Data Mining from Multi-party Data. ISI 2003: 336-342
35		Haimonti Dutta, Hillol Kargupta, Souptik Datta, Krishnamoorthy Sivakumar: Analysis of privacy preserving random perturbation techniques: further explorations. WPES 2003: 31-38
34		Sweta Pittie, Hillol Kargupta, Byung-Hoon Park: Dependency detection in MobiMine: a systems perspective. Inf. Sci. 155(3-4): 227-243 (2003)
	2002
33		Hillol Kargupta, Krishnamoorthy Sivakumar, Samiran Ghosh: A Random Matrix-Based Approach for Dependency Detection from Data Streams. DMKD 2002
32		Rajeev Ayyagari, Hillol Kargupta: A Resampling Technique for Learning the Fourier Spectrum of Skewed Data. DMKD 2002
31		Byung-Hoon Park, Hillol Kargupta: Constructing Simpler Decision Trees from Ensemble Models Using Fourier Analysis. DMKD 2002
30		Hillol Kargupta, Krishnamoorthy Sivakumar, Samiran Ghosh: Dependency Detection in MobiMine and Random Matrices. PKDD 2002: 250-262
29		Byung-Hoon Park, Hillol Kargupta, Erik L. Johnson, E. Sanseverino, Daryl E. Hershberger, L. Silvestre: Distributed, Collaborative Data Analysis from Heterogeneous Sites Using a Scalable Evolutionary Technique. Appl. Intell. 16(1): 19-42 (2002)
28		Hillol Kargupta: Editorial: Computation in Gene Expression. Genetic Programming and Evolvable Machines 3(2): 111-112 (2002)
27		Hillol Kargupta, Samiran Ghosh: Toward Machine Learning Through Genetic Code-like Transformations. Genetic Programming and Evolvable Machines 3(3): 231-258 (2002)
26		Hillol Kargupta, Philip Chan: Book Reviews. Review of Advances in Distributed and Parallel Knowledge Discovery. Pattern Anal. Appl. 5(4): 399-401 (2002)
25		Hillol 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)
	2001
24		Hillol Kargupta, Byung-Hoon Park: Mining Decision Trees from Data Streams in a Mobile Environment. ICDM 2001: 281-288
23		R. Chen, Krishnamoorthy Sivakumar, Hillol Kargupta: Distributed Web Mining Using Bayesian Networks from Multiple Data Streams. ICDM 2001: 75-82
22		Hillol Kargupta, Anupam Joshi: Data mining "to go": ubiquitous KDD for mobile and distributed environments. KDD Tutorials 2001
21		Hillol Kargupta, Byung-Hoon Park: Gene Expression and Fast Construction of Distributed Evolutionary Representation. Evolutionary Computation 9(1): 43-69 (2001)
20		Daryl E. Hershberger, Hillol Kargupta: Distributed Multivariate Regression Using Wavelet-Based Collective Data Mining. J. Parallel Distrib. Comput. 61(3): 372-400 (2001)
19		Hillol Kargupta, Weiyun Huang, Krishnamoorthy Sivakumar, Erik L. Johnson: Distributed Clustering Using Collective Principal Component Analysis. Knowl. Inf. Syst. 3(4): 422-448 (2001)
	2000
18		Hillol Kargupta: Computation in Genetic Code-Like Transformations. GECCO 2000: 937-
17		Hillol Kargupta, Philip Chan, Vipin Kumar, Zoran Obradovic: Distributed and parallel knowledge discovery (workshop session - title only). KDD 2000: 534
16		Hillol Kargupta, Weiyun Huang, Krishnamoorthy Sivakumar, Byung-Hoon Park, Shuren Wang: Collective Principal Component Analysis from Distributed, Heterogeneous Data. PKDD 2000: 452-457
15		Hillol Kargupta: The Genetic Code-Like Transformations and Their Effect on Learning Functions. PPSN 2000: 99-108
14		Hillol 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)
	1999
13		Erik L. Johnson, Hillol Kargupta: Collective, Hierarchical Clustering from Distributed, Heterogeneous Data. Large-Scale Parallel Data Mining 1999: 221-244
	1998
12		Hillol Kargupta, Sanghamitra Bandyopadhyay: Further Experimentations on the Scalability of the GEMGA. PPSN 1998: 315-324
	1997
11		Hillol Kargupta, Brian Stafford: DNA To Protein: Transformations and Their Possible Role in Linkage Learning. ICGA 1997: 409-417
10		Hillol Kargupta, Ilker Hamzaoglu, Brian Stafford: Scalable, Distributed Data Mining - An Agent Architecture. KDD 1997: 211-214
	1996
9		Hillol Kargupta, David E. Goldberg: SEARCH, Blackbox Optimization, And Sample Complexity. FOGA 1996: 291-324
8		Hillol Kargupta: The Performance of the Gene Expression Messy Genetic Algorithm On Real Test Functions. International Conference on Evolutionary Computation 1996: 631-636
7		Hillol Kargupta, David E. Goldberg: Polynominal Complexity Blackbox Search: Lessons From the SEARCH Framework. International Conference on Evolutionary Computation 1996: 792-797
6		Hillol Kargupta: The Gene Expression Messy Genetic Algorithm. International Conference on Evolutionary Computation 1996: 814-819
	1995
5		Hillol Kargupta: Signal-to-noise, Crosstalk, and Long Range Problem Difficulty in Genetic Algorithms. ICGA 1995: 193-200
	1993
4		David E. Goldberg, Kalyanmoy Deb, Hillol Kargupta, Georges R. Harik: RapidAccurate Optimization of Difficult Problems Using Fast Messy Genetic Algorithms. ICGA 1993: 56-64
3		Hillol Kargupta: Information Transmission in Genetic Algorithm and Shannon's Second Theorem. ICGA 1993: 640
	1992
2		Hillol Kargupta, Kalyanmoy Deb, David E. Goldberg: Ordering Genetic Algorithms and Deception. PPSN 1992: 49-58
	1991
1		Hillol Kargupta, Robert E. Smith: System Identification with Evolving Polynomial Networks. ICGA 1991: 370-376

Coauthor Index

1	Sugandha Arora	[76]
2	Rajeev Ayyagari	[32] [40]
3	Sanghamitra Bandyopadhyay	[12] [52]
4	Kanishka Bhaduri	[50] [55] [56] [63] [64] [65] [68] [69] [73] [76]
5	Ruchita Bhargava	[42] [46]
6	Patrick Blair	[42]
7	Kirk D. Borne	[60] [76]
8	Joel W. Branch	[59] [75]
9	Samuel Bushra	[42]
10	Rui Camacho	[49]
11	Philip Chan	[17] [26]
12	Hsinchun Chen	[67]
13	R. Chen	[23] [39]
14	Kamalika Das	[50] [61] [63] [68] [76]
15	Souptik Datta	[35] [38] [47] [52] [55] [57] [62] [72] [74]
16	Kalyanmoy Deb	[2] [4]
17	James Dull	[42]
18	Haimonti Dutta	[35] [45] [48] [53] [60] [70]
19	Timothy W. Finin (Tim Finin)	[37]
20	Joydeep Ghosh	[14]
21	Samiran Ghosh	[27] [30] [33] [40]
22	Chris Giannella	[43] [46] [52] [55] [57] [58] [59] [60] [65] [74] [75] [76]
23	David E. Goldberg	[2] [4] [7] [9]
24	Wesley Griffin	[76]
25	Ilker Hamzaoglu	[10]
26	David Handy	[42]
27	Georges R. Harik	[4]
28	Daryl E. Hershberger	[20] [29]
29	Vipul Hingne	[37]
30	Elias N. Houstis	[37]
31	Weiyun Huang	[16] [19]
32	Erik L. Johnson	[13] [19] [29]
33	Anupam Joshi	[22] [37] [48]
34	Martin Klein	[42] [51]
35	Vipin Kumar	[14] [17]
36	Deepali Kushraj	[25]
37	Josep-Lluis Larriba-Pey	[71]
38	Kun Liu	[36] [42] [43] [50] [52] [54] [58] [61] [68]
39	Lei Liu	[25]
40	Ujjwal Maulik	[52]
41	Da Meng	[44]
42	Sourav Mukherjee	[66]
43	Phuong Nguyen	[50]
44	Zoran Obradovic	[14] [17]
45	Todd Olsen	[43]
46	Esther Pacitti	[71]
47	Byung-Hoon Park	[16] [21] [24] [25] [29] [31] [34] [41] [53]
48	Sweta Pittie	[25] [34]
49	Michael Powers	[42]
50	Vasundhara Puttagunta	[51]
51	Jessica Ryan	[36] [54]
52	E. Sanseverino	[29]
53	Kakali Sarkar	[25] [42] [51]
54	L. Silvestre	[29]
55	Krishnamoorthy Sivakumar	[16] [19] [23] [30] [33] [35] [38] [39] [44] [47]
56	Robert Elliott Smith (Robert E. Smith)	[1]
57	Brian Stafford	[10] [11]
58	Boleslaw K. Szymanski	[59] [75]
59	Domenico Talia	[49] [71]
60	Patrick Valduriez	[49]
61	Mitesh Vasa	[42]
62	Fei-Yue Wang	[67]
63	Qi Wang	[38] [47]
64	Shuren Wang	[16]
65	Ran Wolff	[55] [56] [59] [65] [73] [75]
66	Daniel Dajun Zeng (Daniel Zeng)	[67]

Colors in the list of coauthors