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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.

  • 6 Similar Profiles
Data mining Engineering & Materials Science
Time series Engineering & Materials Science
Earth sciences Engineering & Materials Science
Genes Engineering & Materials Science
Health Engineering & Materials Science
vegetation dynamics Earth & Environmental Sciences
Neoplasm Genes Medicine & Life Sciences
Data Mining Medicine & Life Sciences

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Projects 2006 2021

Research Output 2003 2019

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., Van Ness, B., 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-Wide Association Study
Breast Neoplasms

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

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

Neurodevelopmental heterogeneity and computational approaches for understanding autism

Jacob, S., Wolff, J. J., Steinbach, M. S., Doyle, C. B., Kumar, V. & Elison, J. T., Dec 1 2019, In : Translational psychiatry. 9, 1, 63.

Research output: Contribution to journalReview article

Autistic Disorder

Physics guided RNNs for modeling dynamical systems: A case study in simulating lake temperature profiles

Jia, X., Willard, J., Karpatne, A., Read, J., Zwart, J., Steinbach, M. S. & Kumar, V., Jan 1 2019, SIAM International Conference on Data Mining, SDM 2019. Society for Industrial and Applied Mathematics Publications, p. 558-566 9 p. (SIAM International Conference on Data Mining, SDM 2019).

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

Dynamical systems
Recurrent neural networks

Process-Guided Deep Learning Predictions of Lake Water Temperature

Read, J. S., Jia, X., Willard, J., Appling, A. P., Zwart, J. A., Oliver, S. K., Karpatne, A., Hansen, G. J. A., Hanson, P. C., Watkins, W., Steinbach, M. & Kumar, V., Nov 1 2019, In : Water Resources Research. 55, 11, p. 9173-9190 18 p.

Research output: Contribution to journalArticle

Open Access
lake water
water temperature