Fingerprint The Fingerprint is created by mining the titles and abstracts of the person's research outputs and projects/funding awards to create an index of weighted terms from discipline-specific thesauri.

  • 3 Similar Profiles
Data mining Engineering & Materials Science
Parallel algorithms Engineering & Materials Science
Time series Engineering & Materials Science
Scalability Engineering & Materials Science
Data Mining Mathematics
Genes Engineering & Materials Science
Parallel processing systems Engineering & Materials Science
Parallel Algorithms Mathematics

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Projects 2005 2023

Learning systems
Calibration
Precision Medicine
Evidence-Based Medicine
Learning
Research

Research Output 1981 2018

A cautionary note on decadal sea level pressure predictions from GCMs

Liess, S., Snyder, P. K., Kumar, A. & Kumar, V. Jan 1 2018 (Accepted/In press) In : Advances in Climate Change Research.

Research output: Contribution to journalArticle

sea level pressure
general circulation model
prediction
CMIP
train

Heterogeneous Metric Learning of Categorical Data with Hierarchical Couplings

Zhu, C., Cao, L., Liu, Q., Yin, J. & Kumar, V. Jan 8 2018 (Accepted/In press) In : IEEE Transactions on Knowledge and Data Engineering.

Research output: Contribution to journalArticle

Experiments

Mapping burned areas in tropical forests using a novel machine learning framework

Mithal, V., Nayak, G., Khandelwal, A., Kumar, V., Nemani, R. & Oza, N. C. Jan 1 2018 In : Remote Sensing. 10, 1, 69

Research output: Contribution to journalArticle

Satellite imagery
artificial intelligence
Forestry
Radiometers
radiometer

Mining electronic health records (EHRs): A survey

Yadav, P., Steinbach, M., Kumar, V. & Simon, G. Jan 1 2018 In : ACM Computing Surveys. 50, 6, 85

Research output: Contribution to journalReview article

Records management
Learning Systems
Health care
Healthcare
Data mining
2 Citations

An approach for global monitoring of surface water extent variations in reservoirs using MODIS data

Khandelwal, A., Karpatne, A., Marlier, M. E., Kim, J., Lettenmaier, D. P. & Kumar, V. Dec 1 2017 In : Remote Sensing of Environment. 202, p. 113-128 16 p.

Research output: Contribution to journalArticle

moderate resolution imaging spectroradiometer
Surface waters
MODIS
surface area
surface water