Projects per year
Personal profile
Expertise related to UN SDGs
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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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.
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Recent external collaboration on country level. Dive into details by clicking on the dots.
Projects
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Process guided machine learning for water temperature prediction
Peterson, J. M., Kumar, V. & Steinbach, M.
9/8/20 → 9/2/22
Project: Research project
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Knowledge Guided Machine Learning: A Framework for Accelerating Scientific Discovery
9/1/19 → 8/31/21
Project: Research project
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BIGDATA: F: Advancing Deep Learning to Monitor Global Change
Kumar, V., Pardey, P. G., Senay, S. D., Steinbach, M. & Wilgenbusch, J. C.
11/1/18 → 10/31/21
Project: Research project
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AccrueGeo: Geospatial Analytics
Kumar, V., Khandelwal, A. & Morrow, A.
9/15/18 → 2/28/21
Project: Research project
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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 (he/him/his), 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
Research output
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Automated plantation mapping in southeast asia using MODIS data and imperfect visual annotations
Jia, X., Khandelwal, A., Carlson, K. M., Gerber, J. S., West, P. C., Samberg, L. H. & Kumar, V., Feb 1 2020, In: Remote Sensing. 12, 4, 636.Research output: Contribution to journal › Article › peer-review
Open Access -
Global river monitoring using semantic fusion networks
Wei, Z., Jia, K., Jia, X., Khandelwal, A. & Kumar, V., Aug 2020, In: Water (Switzerland). 12, 8, 2258.Research output: Contribution to journal › Article › peer-review
Open Access -
Learning with Small Data
Yao, H., Jia, X., Kumar, V. & Li, Z., Aug 23 2020, KDD 2020 - Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 3539-3540 2 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Mining novel multivariate relationships in time series data using correlation networks
Agrawal, S., Steinbach, M., Boley, D., Chatterjee, S., Atluri, G., Dang, A. T., Liess, S. & Kumar, V., Sep 1 2020, In: IEEE Transactions on Knowledge and Data Engineering. 32, 9, p. 1798-1811 14 p., 8693798.Research output: Contribution to journal › Article › peer-review
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Personalized Image Retrieval with Sparse Graph Representation Learning
Jia, X., Zhao, H., Lin, Z., Kale, A. & Kumar, V., Aug 23 2020, KDD 2020 - Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 2735-2743 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
1 Scopus citations