1981 …2023
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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
Genes Engineering & Materials Science
Parallel Algorithms Mathematics
Resource allocation Engineering & Materials Science
Data Mining Mathematics

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Projects 2005 2023

Learning systems
Water
Temperature

AccrueGeo: Geospatial Analytics

Kumar, V., Khandelwal, A. & Morrow, A.

National Science Foundation

9/15/182/29/20

Project: Research project

Research Output 1981 2019

Classifying heterogeneous sequential data by cyclic domain adaptation: An application in land cover detection

Jia, X., Nayak, G., Khandelwal, A., Karpatne, A. & Kumar, V., Jan 1 2019, SIAM International Conference on Data Mining, SDM 2019. Society for Industrial and Applied Mathematics Publications, p. 540-548 9 p. (SIAM International Conference on Data Mining, SDM 2019).

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

Remote sensing
Monitoring
Processing

Discovering genetic interactions bridging pathways in genome-wide association studies

Fang, G., Wang, W., Paunic, V., Heydari, H., Costanzo, M., Liu, X., Liu, X., VanderSluis, B., Oately, B., Steinbach, M. S., Van Ness, B. G., Schadt, E. E., Pankratz, N. D., Boone, C., Kumar, V. & Myers, C. L., Dec 1 2019, In : Nature communications. 10, 1, 4274.

Research output: Contribution to journalArticle

Open Access
genome
Genome-Wide Association Study
Genes
Breast Neoplasms
interactions

Evaluating the impact of data representation on EHR-based analytic tasks

Oh, W., Steinbach, M. S., Regina Castro, M., Peterson, K. A., Kumar, V., Caraballo, P. J. & Simona, G. J., Aug 21 2019, MEDINFO 2019: Health and Wellbeing e-Networks for All - Proceedings of the 17th World Congress on Medical and Health Informatics. Seroussi, B., Ohno-Machado, L., Ohno-Machado, L. & Seroussi, B. (eds.). IOS Press, p. 288-292 5 p. (Studies in Health Technology and Informatics; vol. 264).

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

Trajectories
Data Mining
Knowledge representation
Medical problems
Data mining
2 Citations (Scopus)

Intelligent systems for geosciences: An essential research agenda

Gil, Y., Pierce, S. A., Babaie, H., Banerjee, A., Borne, K., Bust, G., Cheatham, M., Ebert-Uphoff, I., Gomes, C., Hill, M., Horel, J., Hsu, L., Kinter, J., Knoblock, C., Krum, D., Kumar, V., Lermusiaux, P., Liu, Y., North, C., Pankratius, V. & 8 others, Peters, S., Plale, B., Pope, A., Ravela, S., Restrepo, J., Ridley, A., Samet, H. & Shekhar, S., Jan 1 2019, In : Communications of the ACM. 62, 1, p. 76-84 9 p.

Research output: Contribution to journalReview article

Open Access
Intelligent systems
Earth (planet)
9 Citations (Scopus)

Machine Learning for the Geosciences: Challenges and Opportunities

Karpatne, A., Ebert-Uphoff, I., Ravela, S., Babaie, H. A. & Kumar, V., Aug 1 2019, In : IEEE Transactions on Knowledge and Data Engineering. 31, 8, p. 1544-1554 11 p., 8423072.

Research output: Contribution to journalArticle

Learning systems
Planets