Vipin Kumar

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	All	Since 2016
Citations	102036	37446
h-index	121	70
i10-index	527	278

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Co-authors

Michael SteinbachUniversity of MinnesotaVerified email at umn.edu
George KarypisProfessor, Department of Computer Science & Engineering, University of MinnesotaVerified email at umn.edu
Pang-Ning TanProfessor of Computer Science, Michigan State UniversityVerified email at cse.msu.edu
Anshul GuptaRSM, IBM ResearchVerified email at us.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
Christopher PotterNASAVerified email at nasa.gov
Shyam BoriahGEVerified email at cs.umn.edu
Anuj KarpatneVirginia TechVerified email at vt.edu
Levent ErtozVerified email at leventertoz.com
Ankush KhandelwalUniversity of MinnesotaVerified email at umn.edu
Arindam BanerjeeFounder Professor, Dept of Computer Science, University of Illinois Urbana-ChampaignVerified email at illinois.edu
Gowtham AtluriAsst. Professor, Dept. of EECS, University of CincinnatiVerified email at ucmail.uc.edu
Philip S. YuProfessor of Computer Science, University of Illinons at ChicagoVerified email at cs.uic.edu
Xindong WuMininglamp Academy of Sciences; Hefei University of TechnologyVerified email at hfut.edu.cn
Gyorgy SimonMayo Clinic, University of MinnesotaVerified email at umn.edu
Hui Xiong, Fellow of AAAS and IEEEProfessor of Data Mining, Rutgers UniversityVerified email at rutgers.edu
Xiaowei JiaUniversity of PittsburghVerified email at pitt.edu

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
Introduction to data mining PN Tan, M Steinbach, V Kumar Pearson Education India, 2016	14051	2016
Anomaly detection: A survey V Chandola, A Banerjee, V Kumar ACM computing surveys (CSUR) 41 (3), 1-58, 2009	8882	2009
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	6016	1998
Top 10 algorithms in data mining X Wu, V Kumar, JR Quinlan, J Ghosh, Q Yang, H Motoda, GJ McLachlan, ... Knowledge and information systems 14 (1), 1-37, 2008	5305	2008
A comparison of document clustering techniques MSG Karypis, V Kumar, M Steinbach TextMining Workshop at KDD2000 (May 2000), 2000	3603	2000
Chameleon: Hierarchical clustering using dynamic modeling G Karypis, EH Han, V Kumar Computer 32 (8), 68-75, 1999	2939	1999
Introduction to parallel computing V Kumar, A Grama, A Gupta, G Karypis Benjamin/Cummings, 1994	2758	1994
Introduction to parallel computing V Kumar, A Grama, A Gupta, G Karypis Benjamin/Cummings, 1994	2740	1994
Introduction to parallel computing A Grama, V Kumar, A Gupta, G Karypis Pearson Education, 2003	2643	2003
METIS: A software package for partitioning unstructured graphs, partitioning meshes, and computing fill-reducing orderings of sparse matrices G Karypis, V Kumar	2235*	1997
Multilevelk-way partitioning scheme for irregular graphs G Karypis, V Kumar Journal of Parallel and Distributed computing 48 (1), 96-129, 1998	2010	1998
Multilevel hypergraph partitioning: applications in VLSI domain G Karypis, R Aggarwal, V Kumar, S Shekhar IEEE Transactions on Very Large Scale Integration (VLSI) Systems 7 (1), 69-79, 1999	1611	1999
Algorithms for constraint-satisfaction problems: A survey V Kumar AI magazine 13 (1), 32-32, 1992	1558	1992
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	1187	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	1028	2003
Multilevel k-way hypergraph partitioning G Karypis, V Kumar VLSI design 11 (3), 285-300, 2000	825	2000
Trends in big data analytics K Kambatla, G Kollias, V Kumar, A Grama Journal of parallel and distributed computing 74 (7), 2561-2573, 2014	813	2014
The top ten algorithms in data mining X Wu, V Kumar CRC press, 2009	797	2009
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	792	2003
Parallel multilevel series k-way partitioning scheme for irregular graphs G Karypis, V Kumar Siam Review 41 (2), 278-300, 1999	772	1999

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