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George Karypis | Researchclopedia

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George Karypis

University of Minnesota ORCID

724

Works

63,004

Citations

93

h-index

339

i10-index

Research Topics

Data Mining Algorithms and Applications Advanced Graph Neural Networks Recommender Systems and Techniques

Affiliations

Institut polytechnique de Grenoble2010–2010

University of Minnesota1992–2025

United States Department of the Army2000–2008

Amazon (United States)2020–2025

American Institute of Mathematics2022–2022

Top Works

Item-based collaborative filtering recommendation algorithms

Badrul Sarwar,George Karypis,et al.

20018,938 citations

Topic Modeling

VLSI and FPGA Design Techniques

A Fast and High Quality Multilevel Scheme for Partitioning Irregular Graphs

George Karypis,Vipin Kumar

19985,650 citations

A Comparison of Document Clustering Techniques

Michael Steinbach,George Karypis,et al.

20002,454 citations

Interferon-inducible gene expression signature in peripheral blood cells of patients with severe lupus

Emily C. Baechler,Franak Batliwalla,et al.

20032,215 citations

Item-based top-<i>N</i>recommendation algorithms

Mukund Deshpande,George Karypis

20042,182 citations

Chameleon: hierarchical clustering using dynamic modeling

George Karypis,Eui-Hong Han,et al.

19992,097 citations

Analysis of recommendation algorithms for e-commerce

Badrul Sarwar,George Karypis,et al.

20001,829 citations

Multilevelk-way Partitioning Scheme for Irregular Graphs

George Karypis,Vipin Kumar

19981,666 citations

Application of Dimensionality Reduction in Recommender System - A Case Study

Badrul Sarwar,George Karypis,et al.

20001,488 citations