Concepedia

Vipin Kumar

VK

Statistics

Publications

12

Citations

573

H-Index

11

Active since

2000

Affiliations

University of Minnesota(Current)

Bjerknes Centre for Climate Research

University of Illinois Urbana-Champaign

University of Minnesota System

University of Wisconsin–Madison

Vipin Kumar is an author at University of Minnesota specializing in machine learning, earth sciences, and computer science.

Publications per year

2000–2024

12

Publications

12

Knowledge-guided machine learning can improve carbon cycle quantification in agroecosystems

Licheng Liu, Wang Zhou, Kaiyu Guan et al. · Nature Communications · 2024 · 151 citations · Full text

Natural Sciences, Earth Sciences, Soil Sciences +14

Intelligent systems for geosciences

Yolanda Gil, Suzanne A. Pierce, Hassan A. Babaie et al. · Communications of the ACM · 2018 · 120 citations · Full text

Natural Sciences, Earth Sciences, Geology +17

Introduction to Data Mining (2nd Edition)

Pang‐Ning Tan, Michael Steinbach, Anuj Karpatne et al. · 2018 · 110 citations

Computing, Computer Science, Data Science +12

Nonoccurring Behavior Analytics: A New Area

Longbing Cao, Philip S. Yu, Vipin Kumar · IEEE Intelligent Systems · 2015 · 37 citations

Public Health, Data Science, Information Systems +14

A deep transfer learning framework for mapping high spatiotemporal resolution LAI

Junxiong Zhou, Qi Yang, Licheng Liu et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2023 · 34 citations · Full text

Computing, Earth Sciences, Geoinformatics +14

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