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.

  • 13 Similar Profiles
Data mining Engineering & Materials Science
Association reactions Engineering & Materials Science
Time series Engineering & Materials Science
Parallel algorithms Engineering & Materials Science
Genes Engineering & Materials Science
Scalability Engineering & Materials Science
Datasets Medicine & Life Sciences
Experiments Engineering & Materials Science

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Projects 2005 2019

Individualized Medicine
Evidence-Based Medicine
Learning
medicine
learning
Systems Analysis
Earth (planet)
Automation
automation
Aviation
Safety
safety
brain
Brain

Research Output 1981 2017

A Teleconnection between the West Siberian Plain and the ENSO Region

Liess, S., Agrawal, S., Chatterjee, S. & Kumar, V. Jan 1 2017 In : Journal of Climate. 30, 1, p. 301-315

Research output: Contribution to journalArticle

teleconnection
El Nino-Southern Oscillation

Identifying dynamic changes with noisy labels in spatial-temporal data: A study on large-scale water monitoring application

Jia, X., Chen, X., Karpatne, A. & Kumar, V. Feb 2 2017 Proceedings - 2016 IEEE International Conference on Big Data, Big Data 2016. Institute of Electrical and Electronics Engineers Inc., p. 1328-1333 6 p. 7840738

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Time series
Remote sensing
Water
Labels
Monitoring

Learning large-scale plantation mapping from imperfect annotators

Jia, X., Khandelwal, A., Gerber, J., Carlson, K., West, P. & Kumar, V. Feb 2 2017 Proceedings - 2016 IEEE International Conference on Big Data, Big Data 2016. Institute of Electrical and Electronics Engineers Inc., p. 1192-1201 10 p. 7840723

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Deforestation
Satellite imagery
Climate change
Labeling
Remote sensing

Adaptive heterogeneous ensemble learning using the context of test instances

Karpatne, A. & Kumar, V. Jan 5 2016 Proceedings - IEEE International Conference on Data Mining, ICDM. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-January, p. 787-792 6 p. 7373390

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Classifiers
Labeling
Learning algorithms
Labels
Monitoring

A general framework to increase the robustness of model-based change point detection algorithms to outliers and noise

Chen, X. C., Yao, Y., Shi, S., Chatterjee, S., Kumar, V. & Faghmous, J. H. 2016 16th SIAM International Conference on Data Mining 2016, SDM 2016. Society for Industrial and Applied Mathematics Publications, p. 162-170 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Time series
Health
Finance
Marketing
Remote sensing