1981 …2023

Research output per year

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Research Output

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Review article
2019

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
2018

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

38 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

33 Scopus citations
2015

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
2013

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
2012

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

256 Scopus citations
2011

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
2009

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

4205 Scopus citations
2005

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

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

Research output: Contribution to journalReview article

3 Scopus citations