Vipin Kumar

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George KarypisDistinguished McKnight University Professor, University of Minnesota; SPS, AWSVerified email at umn.edu
Michael SteinbachUniversity of MinnesotaVerified email at umn.edu
Xiaowei JiaUniversity of PittsburghVerified email at pitt.edu
Anuj KarpatneVirginia TechVerified email at vt.edu
Anshul GuptaIBM ResearchVerified email at ibm.com
Varun ChandolaAssociate Professor, Computer Science Department, University at BuffaloVerified email at buffalo.edu
Eui-Hong HanThe Washington PostVerified email at cs.umn.edu
Jaideep SrivastavaProfessor, University of MinnesotaVerified email at umn.edu
Shashi ShekharMcKnight Distinguished University Professor of Computer Science, University of MinnesotaVerified email at umn.edu
Ankush KhandelwalUniversity of MinnesotaVerified email at umn.edu
Shyam BoriahXylemVerified email at cs.umn.edu
Christopher PotterNASAVerified email at nasa.gov
Gowtham AtluriUniversity of CincinnatiVerified email at ucmail.uc.edu
Xindong Wu (吴信东)Hefei University of TechnologyVerified email at hfut.edu.cn
Arindam BanerjeeFounder Professor, Dept of Computer Science, University of Illinois Urbana-ChampaignVerified email at illinois.edu
Jared WillardLawrence Berkeley National LaboratoryVerified email at lbl.gov
Gyorgy SimonMayo Clinic, University of MinnesotaVerified email at umn.edu
Levent ErtozVerified email at leventertoz.com
Jordan S ReadConsortium of Universities for the Advancement of Hydrologic Science, Inc.Verified email at cuahsi.org
Qiang Yang (杨强）Chief AI Officer@WeBank, Prof. Emeritus @HKUST, IJCAI President 2017-19, AAAI-21 General ChairVerified email at cse.ust.hk

Vipin Kumar

University of Minnesota

Verified email at umn.edu - Homepage

Data mining parallel computing high performance computing Artificial Intelligence machine learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Anomaly detection: A survey V Chandola, A Banerjee, V Kumar ACM computing surveys (CSUR) 41 (3), 1-58, 2009	15277	2009
Top 10 algorithms in data mining X Wu, V Kumar, J Ross Quinlan, J Ghosh, Q Yang, H Motoda, ... Knowledge and information systems 14, 1-37, 2008	7978	2008
A fast and high quality multilevel scheme for partitioning irregular graphs G Karypis, V Kumar SIAM Journal on scientific Computing 20 (1), 359-392, 1998	7800	1998
A Comparison of Document Clustering Techniques M Steinbach Technical Report# 00_034/University of Minnesota, 2000	4178	2000
Chameleon: Hierarchical clustering using dynamic modeling G Karypis, EH Han, V Kumar computer 32 (8), 68-75, 1999	3537	1999
Introduction to parallel computing V Kumar, A Grama, A Gupta, G Karypis Benjamin/Cummings, 1994	3090	1994
An Introduction to Parallel Computing: Design and Analysis of Algorithms, 2/e A Grama Pearson Education India, 2008	3043	2008
METIS: A software package for partitioning unstructured graphs, partitioning meshes, and computing fill-reducing orderings of sparse matrices G Karypis, V Kumar	2890*	1997
Multilevelk-way partitioning scheme for irregular graphs G Karypis, V Kumar Journal of Parallel and Distributed computing 48 (1), 96-129, 1998	2374	1998
Multilevel hypergraph partitioning: Application in VLSI domain G Karypis, R Aggarwal, V Kumar, S Shekhar Proceedings of the 34th annual Design Automation Conference, 526-529, 1997	1961	1997
Algorithms for constraint-satisfaction problems: A survey V Kumar AI magazine 13 (1), 32-32, 1992	1723	1992
Theory-guided data science: A new paradigm for scientific discovery from data A Karpatne, G Atluri, JH Faghmous, M Steinbach, A Banerjee, A Ganguly, ... IEEE Transactions on knowledge and data engineering 29 (10), 2318-2331, 2017	1337	2017
Selecting the right interestingness measure for association patterns PN Tan, V Kumar, J Srivastava Proceedings of the eighth ACM SIGKDD international conference on Knowledge …, 2002	1301	2002
A comparative study of anomaly detection schemes in network intrusion detection A Lazarevic, L Ertoz, V Kumar, A Ozgur, J Srivastava Proceedings of the 2003 SIAM international conference on data mining, 25-36, 2003	1268	2003
Trends in big data analytics K Kambatla, G Kollias, V Kumar, A Grama Journal of parallel and distributed computing 74 (7), 2561-2573, 2014	1229	2014
Modeling customer lifetime value S Gupta, D Hanssens, B Hardie, W Kahn, V Kumar, N Lin, N Ravishanker, ... Journal of service research 9 (2), 139-155, 2006	1161	2006
The top ten algorithms in data mining X Wu CRC Press google schola 2, 133-143, 2009	1142	2009
Interaction orientation and firm performance G Ramani, V Kumar Journal of marketing 72 (1), 27-45, 2008	1136	2008
Finding clusters of different sizes, shapes, and densities in noisy, high dimensional data L Ertöz, M Steinbach, V Kumar Proceedings of the 2003 SIAM international conference on data mining, 47-58, 2003	1019	2003
Multilevel k-way hypergraph partitioning G Karypis, V Kumar Proceedings of the 36th annual ACM/IEEE design automation conference, 343-348, 1999	973	1999

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