Hillol Kargupta

	2012
93		Katharina Morik, Kanishka Bhaduri, Hillol Kargupta: Introduction to data mining for sustainability. Data Min. Knowl. Discov. 24(2): 311-324 (2012)
	2011
92		Rajarshi Mallik, Hillol Kargupta: A Sustainable Approach for Demand Prediction in Smart Grids using a Distributed Local Asynchronous Algorithm. CIDU 2011: 1-15
91		Kamalika 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)
90		Kanishka 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)
	2010
89		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: 243-257
88		Hillol Kargupta, Joao Gama, Wei Fan: The next generation of transportation systems, greenhouse emissions, and data mining. KDD 2010: 1209-1212
87		Hillol Kargupta, Kakali Sarkar, Michael Gilligan: MineFleet®: an overview of a widely adopted distributed vehicle performance data mining system. KDD 2010: 37-46
86		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): 341-367 (2010)
	2009
85		Wei 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
84		Yücel 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
83		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: 495-500
82		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: 307-309
81		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: 212-221
80		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
79		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)
78		Chris Giannella, Kun Liu, Hillol Kargupta: On the Privacy of Euclidean Distance Preserving Data Perturbation CoRR abs/0911.2942: (2009)
77		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)
76		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)
75		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
74		Domenico Talia, Josep-Lluis Larriba-Pey, Hillol Kargupta, Esther Pacitti: Topic 5: Parallel and Distributed Databases. Euro-Par 2008: 392-393
73		Haimonti Dutta, Hillol Kargupta: Distributed Linear Programming and Resource Management for Data Mining in Distributed Environments. ICDM Workshops 2008: 543-552
72		Kanishka Bhaduri, Hillol Kargupta: An Efficient Local Algorithm for Distributed Multivariate Regression in Peer-to-Peer Networks. SDM 2008: 153-164
71		Kun Liu, Chris Giannella, Hillol Kargupta: A Survey of Attack Techniques on Privacy-Preserving Data Perturbation Methods. Privacy-Preserving Data Mining 2008: 359-381
70		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)
69		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)
68		Sourav Mukherjee, Hillol Kargupta: Distributed probabilistic inferencing in sensor networks using variational approximation. J. Parallel Distrib. Comput. 68(1): 78-92 (2008)
67		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)
66		Kanishka Bhaduri, Hillol Kargupta: A Scalable Local Algorithm for Distributed Multivariate Regression. Statistical Analysis and Data Mining 1(3): 177-194 (2008)
	2007
65		Kanishka Bhaduri, Kamalika Das, Hillol Kargupta: Peer-to-Peer Data Mining, Privacy Issues, and Games. AIS-ADM 2007: 1-10
64		Souptik Datta, Hillol Kargupta: Uniform Data Sampling from a Peer-to-Peer Network. ICDCS 2007: 50
63		Hillol Kargupta, Kamalika Das, Kun Liu: Multi-party, Privacy-Preserving Distributed Data Mining Using a Game Theoretic Framework. PKDD 2007: 523-531
62		Haimonti Dutta, Chris Giannella, Kirk D. Borne, Hillol Kargupta: Distributed Top-K Outlier Detection from Astronomy Catalogs using the DEMAC System. SDM 2007
61		Kanishka 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
60		Joel W. Branch, Boleslaw K. Szymanski, Chris Giannella, Ran Wolff, Hillol Kargupta: In-Network Outlier Detection in Wireless Sensor Networks. ICDCS 2006: 51
59		Kun Liu, Chris Giannella, Hillol Kargupta: An Attacker's View of Distance Preserving Maps for Privacy Preserving Data Mining. PKDD 2006: 297-308
58		Souptik Datta, Chris Giannella, Hillol Kargupta: K-Means Clustering Over a Large, Dynamic Network. SDM 2006
57		Ran Wolff, Kanishka Bhaduri, Hillol Kargupta: Local L2-Thresholding Based Data Mining in Peer-to-Peer Systems. SDM 2006
56		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)
55		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)
54		Hillol Kargupta, Byung-Hoon Park, Haimonti Dutta: Orthogonal Decision Trees. IEEE Trans. Knowl. Data Eng. 18(8): 1028-1042 (2006)
53		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)
52		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)
51		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
50		Domenico Talia, Hillol Kargupta, Patrick Valduriez, Rui Camacho: Topic 5 - Parallel and Distributed Databases, Data Mining and Knowledge Discovery. Euro-Par 2005: 347
49		Haimonti Dutta, Hillol Kargupta, Anupam Joshi: Orthogonal Decision Trees for Resource-Constrained Physiological Data Stream Monitoring Using Mobile Devices. HiPC 2005: 118-127
48		Josenildo 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)
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		Rong 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		Rong 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	Lada A. Adamic	[82]
2	Sugandha Arora	[80] [89]
3	Rajeev Ayyagari	[32] [40]
4	Sanghamitra Bandyopadhyay	[12] [53]
5	Alain Bensoussan	[82]
6	Nathan Berg	[82]
7	Elisa Bertino	[82]
8	Kanishka Bhaduri	[51] [56] [57] [61] [65] [66] [67] [70] [72] [76] [80] [81] [86] [90] [91] [93]
9	Ruchita Bhargava	[42] [46] [48]
10	Patrick Blair	[42]
11	Kirk D. Borne	[62] [80] [83] [89] [90]
12	Joel W. Branch	[60] [79]
13	Samuel Bushra	[42]
14	Rui Camacho	[50]
15	Philip Chan	[17] [26]
16	Hsinchun Chen	[69]
17	Rong Chen	[23] [39] [61]
18	Chris Clifton (Christopher W. Clifton)	[82]
19	Kamalika Das	[51] [61] [63] [65] [70] [80] [81] [86] [90] [91]
20	Souptik Datta	[35] [38] [47] [53] [56] [58] [64] [75] [77]
21	Kalyanmoy Deb	[2] [4]
22	Sandipan Dey	[89]
23	James Dull	[42]
24	Haimonti Dutta	[35] [45] [49] [54] [62] [73] [83]
25	Wei Fan	[88]
26	Timothy W. Finin (Tim Finin)	[37] [82]
27	João Gama (Joao Gama)	[88]
28	Joydeep Ghosh	[14]
29	Samiran Ghosh	[27] [30] [33] [40]
30	Chris Giannella	[43] [46] [48] [53] [56] [58] [59] [60] [62] [67] [71] [77] [78] [79] [80] [90]
31	Michael Gilligan	[87]
32	David E. Goldberg	[2] [4] [7] [9]
33	Wesley Griffin	[80]
34	Ilker Hamzaoglu	[10]
35	Jiawei Han	[82]
36	David Handy	[42]
37	Georges R. Harik	[4]
38	Daryl E. Hershberger	[20] [29]
39	Gerhard Heyer	[83]
40	Vipul Hingne	[37]
41	Florian Holz	[83]
42	Elias N. Houstis	[37]
43	Weiyun Huang	[16] [19]
44	Erik L. Johnson	[13] [19] [29]
45	Anupam Joshi	[22] [37] [49] [82]
46	Murat Kantarcioglu	[82]
47	Latifur Khan (Latifur R. Khan)	[82]
48	Martin Klein	[42] [52]
49	Matthias Klusch	[48]
50	Vipin Kumar	[14] [17]
51	Deepali Kushraj	[25]
52	Josep-Lluis Larriba-Pey	[74]
53	Codrina Lauth	[83]
54	Ninghui Li	[82]
55	Kun Liu	[36] [42] [43] [51] [53] [55] [59] [63] [70] [71] [78]
56	Lei Liu	[25]
57	Tushar Mahule	[83] [89] [90]
58	Rajarshi Mallik	[92]
59	Jim Massaro	[82]
60	Ujjwal Maulik	[53]
61	Da Meng	[44]
62	Katharina Morik	[93]
63	Sourav Mukherjee	[68]
64	Phuong Nguyen	[51]
65	Zoran Obradovic	[14] [17]
66	Todd Olsen	[43]
67	Esther Pacitti	[74]
68	Byung-Hoon Park	[16] [21] [24] [25] [29] [31] [34] [41] [54]
69	Sweta Pittie	[25] [34]
70	Michael Powers	[42]
71	Vasundhara Puttagunta	[52]
72	Sanjay Ranka	[84] [85]
73	Jessica Ryan	[36] [55]
74	Joel Sachs	[82]
75	Ravi S. Sandhu	[82]
76	E. Sanseverino	[29]
77	Kakali Sarkar	[25] [42] [52] [87]
78	Yücel Saygin	[84]
79	Josenildo Costa da Silva	[48]
80	L. Silvestre	[29]
81	Krishnamoorthy Sivakumar	[16] [19] [23] [30] [33] [35] [38] [39] [44] [47] [61]
82	Robert Elliott Smith (Robert E. Smith)	[1]
83	Gene Spafford	[82]
84	Brian Stafford	[10] [11]
85	Boleslaw K. Szymanski	[60] [79]
86	Domenico Talia	[50] [74]
87	Bhavani M. Thuraisingham	[82]
88	Patrick Valduriez	[50]
89	Mitesh Vasa	[42]
90	Fei-Yue Wang	[69]
91	Qi Wang	[38] [47]
92	Shuren Wang	[16]
93	Wei Wang	[84] [85]
94	Ran Wolff	[56] [57] [60] [61] [67] [76] [79]
95	Xindong Wu	[84] [85]
96	Shouhuai Xu	[82]
97	Yelena Yesha	[82]
98	Jeffrey Xu Yu (Xu Yu)	[84]
99	Philip S. Yu	[84] [85]
100	Daniel Dajun Zeng (Daniel Zeng)	[69]
101	ChengXiang Zhai (Chengxiang Zhai)	[82]
102	Xianshu Zhu	[83]

Colors in the list of coauthors

Last update Sat Jun 2 20:57:36 2012 CET by the DBLP Team — Data released under the ODC-BY 1.0 license — See also our legal information page