Concepedia

Vipin Kumar

VK

Statistics

Publications

185

Citations

28.8K

H-Index

65

Active since

1980

Affiliations

University of Minnesota(Current)

Twin Cities Orthopedics

University of Minnesota System

Ames Research Center

California State University, Monterey Bay

Vipin Kumar is an author at University of Minnesota specializing in computing, computer science, and data mining.

Publications per year

1980–2024

185

Publications

185

Top 10 algorithms in data mining

Xindong Wu, Vipin Kumar, J. R. Quinlan et al. · Knowledge and Information Systems · 2007 · 5.7K citations

Computing, Computer Science, Algorithms +13

A Comparison of Document Clustering Techniques

Michael Steinbach, George Karypis, Vipin Kumar · University of Minnesota Digital Conservancy (University of Minnesota) · 2000 · 2.5K citations · Full text

Computing, Computer Science, Data Mining +14

Chameleon: hierarchical clustering using dynamic modeling

George Karypis, Eui-Hong Han, Vipin Kumar · Computer · 1999 · 2.1K citations

Computing, Computer Science, Algorithms +8

Theory-Guided Data Science: A New Paradigm for Scientific Discovery from Data

Anuj Karpatne, Gowtham Atluri, James H. Faghmous et al. · IEEE Transactions on Knowledge and Data Engineering · 2017 · 1.5K citations · Full text

Computing, Data Science, Hydrology +17

A Comparative Study of Anomaly Detection Schemes in Network Intrusion Detection

Aleksandar Lazarević, Levent Ertöz, Vipin Kumar et al. · 2003 · 862 citations

Computing, Computer Science, Cybersecurity +13

1–5 of 185