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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 → 8/31/23
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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Machine learning for data extraction and model calibrati
University of Southern California
12/1/17 → 6/30/22
Project: Research project
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Innovative Methods for Real-time Risk Modeling of Postop
Simon, G. J., Melton-Meaux, G. B. & Steinbach, M.
NIH NIGMS NATL INST OF GENERAL
4/1/17 → 3/31/22
Project: Research project
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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 -
Physics-guided recurrent graph model for predicting flow and temperature in river networks
Jia, X., Zwart, J., Sadler, J., Appling, A., Oliver, S., Markstrom, S., Willard, J., Xu, S., Steinbach, M., Read, J. & Kumar, V., 2021, SIAM International Conference on Data Mining, SDM 2021. Siam Society, p. 612-620 9 p. (SIAM International Conference on Data Mining, SDM 2021).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
10 Scopus citations -
Strategies for building robust prediction models using data unavailable at prediction time
Yang, H., Tourani, R., Zhu, Y., Kumar, V., Melton, G. B., Steinbach, M. & Simon, G. J., Dec 28 2021, In: Journal of the American Medical Informatics Association : JAMIA. 29, 1, p. 72-79 8 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations