1981 …2020

Research output per year

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Research Output

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Review article

Variability in terrestrial carbon sinks over two decades. Part III: South America, Africa, and Asia

Potter, C., Klooster, S., Tan, P., Steinbach, M., Kumar, V. & Genovese, V., 2005, In : Earth Interactions. 9, 1

Research output: Contribution to journalReview article

Open Access
3 Scopus citations

Spatio-temporal data mining: A survey of problems and methods

Atluri, G., Karpatne, A. & Kumar, V., Jul 2018, In : ACM Computing Surveys. 51, 4, 3161602.

Research output: Contribution to journalReview article

42 Scopus citations

Satellite-based remote sensing data set of global surface water storage change from 1992 to 2018

Tortini, R., Noujdina, N., Yeo, S., Ricko, M., Birkett, C. M., Khandelwal, A., Kumar, V., Marlier, M. E. & Lettenmaier, D. P., May 19 2020, In : Earth System Science Data. 12, 2, p. 1141-1151 11 p.

Research output: Contribution to journalReview article

Open Access
1 Scopus citations

Monitoring global forest cover using data mining

Mithal, V., Garg, A., Boriah, S., Steinbach, M., Kumar, V., Potter, C., Klooster, S. & Castilla-Rubio, J. C., Jul 1 2011, In : ACM Transactions on Intelligent Systems and Technology. 2, 4, 36.

Research output: Contribution to journalReview article

23 Scopus citations

Mining electronic health records (EHRs): A survey

Yadav, P., Steinbach, M., Kumar, V. & Simon, G., Jan 2018, In : ACM Computing Surveys. 50, 6, 85.

Research output: Contribution to journalReview article

44 Scopus citations

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, Peters, S., Plale, B., Pope, A., Ravela, S., Restrepo, J., Ridley, A., Samet, H. & Shekhar, S., Jan 2019, In : Communications of the ACM. 62, 1, p. 76-84 9 p.

Research output: Contribution to journalReview article

Open Access
3 Scopus citations

Computing and Climate

Faghmous, J. H., Kumar, V. & Shekhar, S., Nov 1 2015, In : Computing in Science and Engineering. 17, 6, p. 6-8 3 p., 7310909.

Research output: Contribution to journalReview article

2 Scopus citations

Complex biomarker discovery in neuroimaging data: Finding a needle in a haystack

Atluri, G., Padmanabhan, K., Fang, G., Steinbach, M. S., Petrella, J. R., Lim, K. O., MacDonald, A., Samatova, N. F., Doraiswamy, P. M. & Kumar, V., Sep 3 2013, In : NeuroImage: Clinical. 3, p. 123-131 9 p.

Research output: Contribution to journalReview article

35 Scopus citations

Anomaly detection for discrete sequences: A survey

Chandola, V., Banerjee, A. & Kumar, V., Apr 18 2012, In : IEEE Transactions on Knowledge and Data Engineering. 24, 5, p. 823-839 17 p., 5645624.

Research output: Contribution to journalReview article

267 Scopus citations

Anomaly detection: A survey

Chandola, V., Banerjee, A. & Kumar, V., Jul 1 2009, In : ACM Computing Surveys. 41, 3, 15.

Research output: Contribution to journalReview article

4423 Scopus citations