Vipin Kumar

Publishes on Data Mining Algorithms and Applications, Hydrological Forecasting Using AI, Remote Sensing in Agriculture. 545 papers and 44.4k citations.

PubIndex Score98Top 2%How it's scored

🌟#8 Current Senior Leader in Research Data Management Practices

545Publications

44.4kTotal Citations

#8in Research Data Management Practices

First publication: 1968First senior author: 1991

Data Mining Algorithms and Applications Hydrological Forecasting Using AI Remote Sensing in Agriculture Hydrology and Watershed Management Studies Data Management and Algorithms

Top publicationsby citations

Anomaly detection

Varun Chandola, Vipin Kumar, Arindam Banerjee|ACM Computing Surveys|2009

Cited by 11.1k

Top 10 algorithms in data mining

Xindong Wu, Dan Steinberg, Vipin Kumar et al.|Knowledge and Information Systems|2007

Cited by 5.7k

A Comparison of Document Clustering Techniques

Michael Steinbach, Vipin Kumar, George Karypis|University of Minnesota Digital Conservancy (University of Minnesota)|2000

Cited by 2.5k

Chameleon: hierarchical clustering using dynamic modeling

George Karypis, Vipin Kumar, Eui-Hong Han|Computer|1999

Cited by 2.1k

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

Anuj Karpatne, Vipin Kumar, Gowtham Atluri et al.|IEEE Transactions on Knowledge and Data Engineering|2017

Cited by 1.5k