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.

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

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

Application of an ontology for characterizing data quality for a secondary use of EHR data

Johnson, S. G., Speedie, S., Simon, G., Kumar, V. & Westra, B. L. Feb 10 2016 In : Applied Clinical Informatics. 7, 1, p. 69-88 20 p.

Research output: Contribution to journalArticle

Electronic Health Records
Research Design
Ontology
Health
Process Assessment (Health Care)

Building Predictive Models for Noisy and Heterogeneous Data: An Application in Global Monitoring of Inland Water Dynamics

Karpatne, A. & Kumar, V. Jan 29 2016 Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015. Institute of Electrical and Electronics Engineers Inc., p. 1530-1531 2 p. 7395852

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

Monitoring
Water
Remote sensing
Lakes
Sustainable development