George Karypis

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Vipin KumarUniversity of MinnesotaVerified email at umn.edu
Anshul GuptaRSM, IBM ResearchVerified email at us.ibm.com
Eui-Hong HanThe Washington PostVerified email at cs.umn.edu
Badrul M. SarwarMachine Learning Scientist, LinkedInVerified email at linkedin.com
Xia NingProfessor, Biomedical Informatics, Computer Science and Engineering, The Ohio StateVerified email at osu.edu
Huzefa RangwalaProfessor & Lawrence Cranberg Research Faculty FellowVerified email at cs.gmu.edu
Joseph A. KonstanUniversity of MinnesotaVerified email at umn.edu
Da ZhengAmazonVerified email at amazon.com
Mukund DeshpandePersistent SystemsVerified email at cs.umn.edu
Xiang SongSenior Applied Scientist at Amazon AWSVerified email at amazon.com
Shaden SmithPrincipal Research SDE, MicrosoftVerified email at microsoft.com
Wei-Shou HuUniversity of Minnesota Twin CitiesVerified email at umn.edu
Bamshad MobasherSchool of Computing, DePaul UniversityVerified email at cs.depaul.edu
Timothy W Behrens MDHIBio Inc.Verified email at hibio.com
Christian DesrosiersProfessor, École de technologie supérieure - LIVIA - Regroupement stratégique REPARTIVerified email at etsmtl.ca
Vassilis N. Ioannidis, PhDAmazonVerified email at umn.edu
Michael SteinbachUniversity of MinnesotaVerified email at umn.edu
Jianyong WangTsinghua UniversityVerified email at tsinghua.edu.cn
Peter K. GregersenHead, Robert S. Boas Center for Genomics and Human GeneticsVerified email at nshs.edu
Daniel BoleyProfessor of Computer Science and Engineering, University of MinnesotaVerified email at umn.edu

George Karypis

Distinguished McKnight University Professor, University of Minnesota

Verified email at umn.edu - Homepage

Data mining Parallel computing Recommender systems Graph machine learning Chemical informatics


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Item-based collaborative filtering recommendation algorithms B Sarwar, G Karypis, J Konstan, J Riedl Proceedings of the 10th international conference on World Wide Web, 285-295, 2001	11899	2001
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	7165	1998
A comparison of document clustering techniques M Steinbach, G Karypis, V Kumar TextMining Workshop at KDD2000 (May 2000), 2000	3983	2000
Chameleon: Hierarchical clustering using dynamic modeling G Karypis, EH Han, V Kumar Computer 32 (8), 68-75, 1999	3365	1999
Item-based top-n recommendation algorithms M Deshpande, G Karypis ACM Transactions on Information Systems (TOIS) 22 (1), 143-177, 2004	3139	2004
Introduction to parallel computing, 2ed A Grama, V Kumar, A Gupta, G Karypis Pearson Education, 2003	2988	2003
Introduction to Parallel Computing V Kumar, A Grama, A Gupta, G Karypis Benjamin Cummings/Addison Wesley, 1994	2972	1994
Analysis of recommendation algorithms for e-commerce B Sarwar, G Karypis, J Konstan, J Riedl Proceedings of the 2nd ACM Conference on Electronic Commerce, 158-167, 2000	2927	2000
Interferon-inducible gene expression signature in peripheral blood cells of patients with severe lupus EC Baechler, FM Batliwalla, G Karypis, PM Gaffney, WA Ortmann, ... Proceedings of the National Academy of Sciences 100 (5), 2610-2615, 2003	2398	2003
Application of dimensionality reduction in recommender system-a case study B Sarwar, G Karypis, J Konstan, J Riedl Minnesota Univ Minneapolis Dept of Computer Science, 2000	2318	2000
Multilevel k-way Partitioning Scheme for Irregular Graphs G Karypis, V Kumar Journal of Parallel and Distributed computing 48 (1), 96-129, 1998	2265	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	1842	1997
Frequent subgraph discovery M Kuramochi, G Karypis Proceedings 2001 IEEE international conference on data mining, 313-320, 2001	1615	2001
METIS: A software package for partitioning unstructured graphs, partitioning meshes, and computing fill-reducing orderings of sparse matrices G Karypis, V Kumar Department of Computer Science, University of Minnesota, 1997	1553	1997
Evaluation of Item-Based Top-N Recommendation Algorithms G Karypis Proceedings of the tenth international conference on Information and …, 2001	1038	2001
Criterion functions for document clustering: Experiments and analysis Y Zhao, G Karypis	986	2001
METIS: Unstructured graph partitioning and sparse matrix ordering system G Karypis Technical report, 1997	981	1997
A comprehensive survey of neighborhood-based recommendation methods C Desrosiers, G Karypis Recommender systems handbook, 107-144, 2010	956	2010
Multilevel K-way hypergraph partitioning G Karypis, V Kumar Proceedings of ACM/IEEE Design Automation Conference, 343-348, 1999	920	1999
Evaluation of hierarchical clustering algorithms for document datasets Y Zhao, G Karypis Proceedings of the eleventh international conference on Information and …, 2002	902	2002

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