Vipin Kumar

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George KarypisDistinguished McKnight University Professor, University of Minnesota; SPS, AWSEmail confirmado em umn.edu
Michael SteinbachUniversity of MinnesotaEmail confirmado em umn.edu
Xiaowei JiaUniversity of PittsburghEmail confirmado em pitt.edu
Anuj KarpatneVirginia TechEmail confirmado em vt.edu
Varun ChandolaAssociate Professor, Computer Science Department, University at BuffaloEmail confirmado em buffalo.edu
Anshul GuptaIBM ResearchEmail confirmado em ibm.com
Eui-Hong HanThe Washington PostEmail confirmado em cs.umn.edu
Jaideep SrivastavaProfessor, University of MinnesotaEmail confirmado em umn.edu
Shashi ShekharMcKnight Distinguished University Professor of Computer Science, University of MinnesotaEmail confirmado em umn.edu
Ankush KhandelwalUniversity of MinnesotaEmail confirmado em umn.edu
Shyam BoriahXylemEmail confirmado em cs.umn.edu
Christopher PotterNASAEmail confirmado em nasa.gov
Gowtham AtluriUniversity of CincinnatiEmail confirmado em ucmail.uc.edu
Xindong Wu (吴信东)Hefei University of TechnologyEmail confirmado em hfut.edu.cn
Arindam BanerjeeFounder Professor, Dept of Computer Science, University of Illinois Urbana-ChampaignEmail confirmado em illinois.edu
Jared WillardLawrence Berkeley National LaboratoryEmail confirmado em lbl.gov
Gyorgy SimonMayo Clinic, University of MinnesotaEmail confirmado em umn.edu
Levent ErtozEmail confirmado em leventertoz.com
Jordan S ReadConsortium of Universities for the Advancement of Hydrologic Science, Inc.Email confirmado em cuahsi.org
Philip S. YuProfessor of Computer Science, University of Illinons at ChicagoEmail confirmado em cs.uic.edu

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Vipin Kumar

University of Minnesota

Email confirmado em umn.edu - Página inicial

Data mining parallel computing high performance computing Artificial Intelligence machine learning


Título Ordenar por citações Ordenar por ano Ordenar por título	Citado por Citado por	Ano
Anomaly detection: A survey V Chandola, A Banerjee, V Kumar ACM computing surveys (CSUR) 41 (3), 1-58, 2009	15733	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	8071	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	7888	1998
A Comparison of Document Clustering Techniques M Steinbach Technical Report# 00_034/University of Minnesota, 2000	4203	2000
Chameleon: Hierarchical clustering using dynamic modeling G Karypis, EH Han, V Kumar computer 32 (8), 68-75, 1999	3560	1999
Introduction to parallel computing V Kumar, A Grama, A Gupta, G Karypis Benjamin/Cummings, 1994	3095	1994
An Introduction to Parallel Computing: Design and Analysis of Algorithms, 2/e A Grama Pearson Education India, 2008	3069	2008
METIS: A software package for partitioning unstructured graphs, partitioning meshes, and computing fill-reducing orderings of sparse matrices G Karypis, V Kumar	2929*	1997
Multilevelk-way partitioning scheme for irregular graphs G Karypis, V Kumar Journal of Parallel and Distributed computing 48 (1), 96-129, 1998	2389	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	1978	1997
Algorithms for constraint-satisfaction problems: A survey V Kumar AI magazine 13 (1), 32-32, 1992	1728	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	1414	2017
Customer relationship management V Kumar, W Reinartz Springer-Verlag GmbH Germany, part of Springer Nature 2006, 2012, 2018, 2018	1399	2018
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	1309	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	1282	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	1254	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	1178	2006
The top ten algorithms in data mining X Wu CRC Press google schola 2, 133-143, 2009	1156	2009
Interaction orientation and firm performance G Ramani, V Kumar Journal of marketing 72 (1), 27-45, 2008	1146	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	1024	2003

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