Hillol Kargupta

2008
69	EE	Domenico Talia, Josep-Lluis Larriba-Pey, Hillol Kargupta, Esther Pacitti: Topic 5: Parallel and Distributed Databases. Euro-Par 2008: 392-393
68	EE	Haimonti Dutta, Hillol Kargupta: Distributed Linear Programming and Resource Management for Data Mining in Distributed Environments. ICDM Workshops 2008: 543-552
67	EE	Kanishka Bhaduri, Hillol Kargupta: An Efficient Local Algorithm for Distributed Multivariate Regression in Peer-to-Peer Networks. SDM 2008: 153-164
66	EE	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)
65	EE	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)
64	EE	Sourav Mukherjee, Hillol Kargupta: Distributed probabilistic inferencing in sensor networks using variational approximation. J. Parallel Distrib. Comput. 68(1): 78-92 (2008)
2007
63	EE	Kanishka Bhaduri, Kamalika Das, Hillol Kargupta: Peer-to-Peer Data Mining, Privacy Issues, and Games. AIS-ADM 2007: 1-10
62	EE	Souptik Datta, Hillol Kargupta: Uniform Data Sampling from a Peer-to-Peer Network. ICDCS 2007: 50
61	EE	Hillol Kargupta, Kamalika Das, Kun Liu: Multi-party, Privacy-Preserving Distributed Data Mining Using a Game Theoretic Framework. PKDD 2007: 523-531
60	EE	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	EE	Joel W. Branch, Boleslaw K. Szymanski, Chris Giannella, Ran Wolff, Hillol Kargupta: In-Network Outlier Detection in Wireless Sensor Networks. ICDCS 2006: 51
58	EE	Kun Liu, Chris Giannella, Hillol Kargupta: An Attacker's View of Distance Preserving Maps for Privacy Preserving Data Mining. PKDD 2006: 297-308
57	EE	Souptik Datta, Chris Giannella, Hillol Kargupta: K-Means Clustering Over a Large, Dynamic Network. SDM 2006
56	EE	Ran Wolff, Kanishka Bhaduri, Hillol Kargupta: Local L2-Thresholding Based Data Mining in Peer-to-Peer Systems. SDM 2006
55	EE	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	EE	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	EE	Hillol Kargupta, Byung-Hoon Park, Haimonti Dutta: Orthogonal Decision Trees. IEEE Trans. Knowl. Data Eng. 18(8): 1028-1042 (2006)
52	EE	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	EE	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	EE	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	EE	Domenico Talia, Hillol Kargupta, Patrick Valduriez, Rui Camacho: Topic 5 - Parallel and Distributed Databases, Data Mining and Knowledge Discovery. Euro-Par 2005: 347
48	EE	Haimonti Dutta, Hillol Kargupta, Anupam Joshi: Orthogonal Decision Trees for Resource-Constrained Physiological Data Stream Monitoring Using Mobile Devices. HiPC 2005: 118-127
47	EE	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	EE	Chris Giannella, Ruchita Bhargava, Hillol Kargupta: Multi-agent Systems and Distributed Data Mining. CIA 2004: 1-15
45	EE	Hillol Kargupta, Haimonti Dutta: Orthogonal Decision Trees. ICDM 2004: 427-430
44	EE	Da Meng, Krishnamoorthy Sivakumar, Hillol Kargupta: Privacy-Sensitive Bayesian Network Parameter Learning. ICDM 2004: 487-490
43	EE	Chris Giannella, Kun Liu, Todd Olsen, Hillol Kargupta: Communication Efficient Construction of Decision Trees Over Heterogeneously Distributed Data. ICDM 2004: 67-74
42	EE	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	EE	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	EE	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	EE	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	EE	Hillol Kargupta, Souptik Datta, Qi Wang, Krishnamoorthy Sivakumar: On the Privacy Preserving Properties of Random Data Perturbation Techniques. ICDM 2003: 99-106
37	EE	Vipul Hingne, Anupam Joshi, Timothy W. Finin, Hillol Kargupta, Elias N. Houstis: Towards a Pervasive Grid. IPDPS 2003: 207
36	EE	Hillol Kargupta, Kun Liu, Jessica Ryan: Privacy Sensitive Distributed Data Mining from Multi-party Data. ISI 2003: 336-342
35	EE	Haimonti Dutta, Hillol Kargupta, Souptik Datta, Krishnamoorthy Sivakumar: Analysis of privacy preserving random perturbation techniques: further explorations. WPES 2003: 31-38
34	EE	Sweta Pittie, Hillol Kargupta, Byung-Hoon Park: Dependency detection in MobiMine: a systems perspective. Inf. Sci. 155(3-4): 227-243 (2003)
2002
33	EE	Hillol Kargupta, Krishnamoorthy Sivakumar, Samiran Ghosh: A Random Matrix-Based Approach for Dependency Detection from Data Streams. DMKD 2002
32	EE	Rajeev Ayyagari, Hillol Kargupta: A Resampling Technique for Learning the Fourier Spectrum of Skewed Data. DMKD 2002
31	EE	Byung-Hoon Park, Hillol Kargupta: Constructing Simpler Decision Trees from Ensemble Models Using Fourier Analysis. DMKD 2002
30	EE	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	EE	Hillol Kargupta, Philip Chan: Book Reviews. Review of Advances in Distributed and Parallel Knowledge Discovery. Pattern Anal. Appl. 5(4): 399-401 (2002)
25	EE	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	EE	Hillol Kargupta, Byung-Hoon Park: Mining Decision Trees from Data Streams in a Mobile Environment. ICDM 2001: 281-288
23	EE	R. Chen, Krishnamoorthy Sivakumar, Hillol Kargupta: Distributed Web Mining Using Bayesian Networks from Multiple Data Streams. ICDM 2001: 75-82
22	EE	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	EE	Daryl E. Hershberger, Hillol Kargupta: Distributed Multivariate Regression Using Wavelet-Based Collective Data Mining. J. Parallel Distrib. Comput. 61(3): 372-400 (2001)
19	EE	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	EE	Hillol Kargupta, Philip Chan, Vipin Kumar, Zoran Obradovic: Distributed and parallel knowledge discovery (workshop session - title only). KDD 2000: 534
16	EE	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	EE	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	EE	Erik L. Johnson, Hillol Kargupta: Collective, Hierarchical Clustering from Distributed, Heterogeneous Data. Large-Scale Parallel Data Mining 1999: 221-244
1998
12	EE	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	Rajeev Ayyagari	[32] [40]
2	Sanghamitra Bandyopadhyay	[12] [52]
3	Kanishka Bhaduri	[50] [55] [56] [63] [66] [67]
4	Ruchita Bhargava	[42] [46]
5	Patrick Blair	[42]
6	Kirk D. Borne	[60]
7	Joel W. Branch	[59]
8	Samuel Bushra	[42]
9	Rui Camacho	[49]
10	Philip Chan	[17] [26]
11	Hsinchun Chen	[65]
12	R. Chen	[23] [39]
13	Kamalika Das	[50] [61] [63] [66]
14	Souptik Datta	[35] [38] [47] [52] [55] [57] [62]
15	Kalyanmoy Deb	[2] [4]
16	James Dull	[42]
17	Haimonti Dutta	[35] [45] [48] [53] [60] [68]
18	Timothy W. Finin (Tim Finin)	[37]
19	Joydeep Ghosh	[14]
20	Samiran Ghosh	[27] [30] [33] [40]
21	Chris Giannella	[43] [46] [52] [55] [57] [58] [59] [60]
22	David E. Goldberg	[2] [4] [7] [9]
23	Ilker Hamzaoglu	[10]
24	David Handy	[42]
25	Georges R. Harik	[4]
26	Daryl E. Hershberger	[20] [29]
27	Vipul Hingne	[37]
28	Elias N. Houstis	[37]
29	Weiyun Huang	[16] [19]
30	Erik L. Johnson	[13] [19] [29]
31	Anupam Joshi	[22] [37] [48]
32	Martin Klein	[42] [51]
33	Vipin Kumar	[14] [17]
34	Deepali Kushraj	[25]
35	Josep-Lluis Larriba-Pey	[69]
36	Kun Liu	[36] [42] [43] [50] [52] [54] [58] [61] [66]
37	Lei Liu	[25]
38	Ujjwal Maulik	[52]
39	Da Meng	[44]
40	Sourav Mukherjee	[64]
41	Phuong Nguyen	[50]
42	Zoran Obradovic	[14] [17]
43	Todd Olsen	[43]
44	Esther Pacitti	[69]
45	Byung-Hoon Park	[16] [21] [24] [25] [29] [31] [34] [41] [53]
46	Sweta Pittie	[25] [34]
47	Michael Powers	[42]
48	Vasundhara Puttagunta	[51]
49	Jessica Ryan	[36] [54]
50	E. Sanseverino	[29]
51	Kakali Sarkar	[25] [42] [51]
52	L. Silvestre	[29]
53	Krishnamoorthy Sivakumar	[16] [19] [23] [30] [33] [35] [38] [39] [44] [47]
54	Robert Elliott Smith (Robert E. Smith)	[1]
55	Brian Stafford	[10] [11]
56	Boleslaw K. Szymanski	[59]
57	Domenico Talia	[49] [69]
58	Patrick Valduriez	[49]
59	Mitesh Vasa	[42]
60	Fei-Yue Wang	[65]
61	Qi Wang	[38] [47]
62	Shuren Wang	[16]
63	Ran Wolff	[55] [56] [59]
64	Daniel Dajun Zeng	[65]

Colors in the list of coauthors