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
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
Network
Recent external collaboration on country level. Dive into details by clicking on the dots.
Projects 2005 2023
Knowledge Guided Machine Learning: A Framework for Accelerating Scientific Discovery
9/1/19 → 8/31/21
Project: Research project
Learning systems
BIGDATA: F: Advancing Deep Learning to Monitor Global Change
Kumar, V., Pardey, P. G., Senay, S. D., Steinbach, M. S. & Wilgenbusch, J. C.
11/1/18 → 10/31/21
Project: Research project
Learning
Develop machine learning approaches for water temperature prediction
9/19/18 → 9/18/20
Project: Research project
Learning systems
Water
Temperature
AccrueGeo: Geospatial Analytics
Kumar, V., Khandelwal, A. & Morrow, A.
9/15/18 → 2/29/20
Project: Research project
University of Minnesota Clinical and Translational Scien
Blazar, B. R., AbuSalah, A. M., Adam, T. J., Aliferis, MD, PhD, C., Allen, J., Beckman, K. B., Billings, J. L., Bloomfield, H. E., Bornsztein, B., Brearley, A. M., Call, K. T., Chi, C., Clancy, T. R., Connett, J. E., Daniels, B. S., Eder, M., El-Fakahany, E. E., Fischer, G., Fulkerson, J., Garwood, M., Georgopoulos, A. P., Guan, W., Henderson, J. N., Hodges, J. S., Ingbar, D. H., Jones-Webb, R. J., Jordan, C., Karypis, G., Knights, D., Kumar, V., LeBien, T. W., Lim, K. O., Ma, S., Melton-Meaux, G. B., Myers, C. L., Neuhauser, C., Oakes, M., Okuyemi, K., Pakhomov, S. V., Panoskaltsis-Mortari, A., Pieczkiewicz, D. S., Raymond, N. C., Riggs, S., Rudser, K., Ruggles, S., Schacker, T. W., Schleiss, M. R., Shekhar, S., Shen, S., Simon, G. J., Ugurbil, K., Vock, D. M., Volkov, B. B., Wang, J., Warren, J. R., Weber-Main, A. M., Weisdorf, D. J., Wolf, S. M., Zellmer-Bruhn, M. E. & Zhang, R.
NIH NAT'L CTR FOR ADVANCING TRAN SCIENCE
3/30/18 → 2/28/23
Project: Research project
science
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 proceeding › Conference 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 journal › Article
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 proceeding › Conference 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, , Jan 1 2019, In : Communications of the ACM. 62, 1, p. 76-84 9 p.Research output: Contribution to journal › Review 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 journal › Article
Learning systems
Planets