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Expertise related to UN Sustainable Development Goals
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/territory level. Dive into details by clicking on the dots or
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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 → 8/31/22
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.
11/1/18 → 10/31/22
Project: Research project
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University of Minnesota Clinical and Translational Science Institute (UMN CTSI)
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, 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
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Daily surface temperatures for 185,549 lakes in the conterminous United States estimated using deep learning (1980–2020)
Willard, J. D., Read, J. S., Topp, S., Hansen, G. J. A. & Kumar, V., 2022, (Accepted/In press) In: Limnology And Oceanography Letters.Research output: Contribution to journal › Article › peer-review
Open Access -
A Computational Method for Learning Disease Trajectories from Partially Observable EHR Data
Oh, W., Steinbach, M. S., Castro, M. R., Peterson, K. A., Kumar, V., Caraballo, P. J. & Simon, G. J., Jul 1 2021, In: IEEE Journal of Biomedical and Health Informatics. 25, 7, p. 2476-2486 11 p., 9456038.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Artificial Intelligence for Modeling Complex Systems: Taming the Complexity of Expert Models to Improve Decision Making
Gil, Y., Garijo, D., Khider, D., Knoblock, C. A., Ratnakar, V., Osorio, M., Vargas, H., Pham, M., Pujara, J., Shbita, B., Vu, B., Chiang, Y. Y., Feldman, D., Lin, Y., Song, H., Kumar, V., Khandelwal, A., Steinbach, M., Tayal, K., Xu, S. & 15 others, , Jul 19 2021, In: ACM Transactions on Interactive Intelligent Systems. 11, 2, 11.Research output: Contribution to journal › Article › peer-review
Open Access4 Scopus citations -
Association of BMI, comorbidities and all-cause mortality by using a baseline mortality risk model
Li, J., Simon, G., Castro, M. R., Kumar, V., Steinbach, M. S. & Caraballo, P. J., Jul 2021, In: PloS one. 16, 7 July, e0253696.Research output: Contribution to journal › Article › peer-review
Open Access -
Attention-augmented Spatio-Temporal Segmentation for Land Cover Mapping
Ghosh, R., Ravirathinam, P., Jia, X., Lin, C., Jin, Z. & Kumar, V., 2021, Proceedings - 2021 IEEE International Conference on Big Data, Big Data 2021. Chen, Y., Ludwig, H., Tu, Y., Fayyad, U., Zhu, X., Hu, X. T., Byna, S., Liu, X., Zhang, J., Pan, S., Papalexakis, V., Wang, J., Cuzzocrea, A. & Ordonez, C. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1399-1408 10 p. (Proceedings - 2021 IEEE International Conference on Big Data, Big Data 2021).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution