Projects per year
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
Association reactions
Engineering & Materials Science
Time series
Engineering & Materials Science
Parallel algorithms
Engineering & Materials Science
Genes
Engineering & Materials Science
Datasets
Medicine & Life Sciences
Scalability
Engineering & Materials Science
Experiments
Engineering & Materials Science
Network
Recent external collaboration on country level. Dive into details by clicking on the dots.
Projects 2005 2019
SCH: EXP: Collaborative Research: Group-Specific Learnin
Steinbach, M. S., Kumar, V. & Westra, B. L.
The National Science Foundation
9/1/16 → 8/31/19
Project: Research project
measurement method
research
medicine
learning
Scalable Analysis of Earth System Data Using Parallelize
Kumar, V., Atluri, G., Liess, S. & Steinbach, M. S.
10/20/15 → 10/19/17
Project: Research project
Earth (planet)
Automated Detection of Precursors to Human-Automation In
Banerjee, A., Kumar, V., Srivastava, J. & Steinbach, M. S.
Nat'l Aeronautics & Space Admin. (NASA)
10/1/12 → 8/31/17
Project: Research project
Blood Gas Analysis
Carbocyclic Acids
Aviation
Collaborative Research: Mining Climate and Ecosystem Dat
Kumar, V., Banerjee, A., Chatterjee, S. B., Foley, J., Knight, J., Shekhar, S., Snyder, P. K. & Steinbach, M. S.
The National Science Foundation
9/1/10 → 8/31/17
Project: Research project
ecosystem
climate
EAGER: Building and analyzing dynamic brain functional n
Kumar, V., Faghmous, J. & Steinbach, M. S.
The National Science Foundation
10/1/13 → 9/30/16
Project: Research project
brain
network
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. 301-315Research output: Contribution to journal › Article
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. 7840738Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Time series
Water
Remote sensing
Monitoring
Labels
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. 7840723Research output: Chapter in Book/Report/Conference proceeding › Conference 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. 7373390Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Classifiers
Labeling
Learning algorithms
Labels
Monitoring
A Data Mining Approach to Determine Sepsis Guideline Impact on Inpatient Mortality and Complications
Pruinelli, L., Yadav, P., Hangsleben, A., Johnson, J., Dey, S., McCarty, M., Kumar, V., Delaney, C. W., Steinbach, M. S., Westra, B. L. & Simon, G. 2016 In : AMIA Joint Summits on Translational Science proceedings AMIA Summit on Translational Science. 20, p. 194-202Research output: Contribution to journal › Article