Vasant Honavar

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Affiliate Researcher
Titles and Affiliations
Professor and Edward Frymoyer Chair of Information Sciences and Technology, College of Information Sciences and Technology

Research Summary

My current research is focused on the development of algorithms for building predictive and causal models from large amounts of heterogeneous, high dimensional, spatial, temporal, multi-scale data and the application of the resulting tools in predicting health risks and health outcomes using combinations of clinical, genomic, behavioral, environmental, and socio-demographic data, modeling complex interactions between food, energy, and water systems, and people.

Research Keywords

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Recent Publications

IScore: A novel graph kernel-based function for scoring protein-protein docking models

Geng, C., Jung, Y., Renaud, N., Honavar, V., Bonvin, A. M. J. J. & Xue, L. C., Jan 1 2020, In: Bioinformatics. 36, 1, p. 112-121 10 p.

Research output: Contribution to journalArticlepeer-review

Two-dimensional hybrid organic-inorganic perovskites as emergent ferroelectric materials

Hou, Y., Wu, C., Yang, D., Ye, T., Honavar, V. G., Van Duin, A. C. T., Wang, K. & Priya, S., Aug 14 2020, In: Journal of Applied Physics. 128, 6, 060906.

Research output: Contribution to journalReview articlepeer-review

The Virtual Data Collaboratory: A Regional Cyberinfrastructure for Collaborative Data-Driven Research

Parashar, M., Simonet, A., Rodero, I., Ghahramani, F., Agnew, G., Jantz, R. & Honavar, V., May 1 2020, In: Computing in Science and Engineering. 22, 3, p. 79-92 14 p., 8686134.

Research output: Contribution to journalArticlepeer-review

iScore: An MPI supported software for ranking protein–protein docking models based on a random walk graph kernel and support vector machines

Renaud, N., Jung, Y., Honavar, V., Geng, C., Bonvin, A. M. J. J. & Xue, L. C., Jan 1 2020, In: SoftwareX. 11, 100462.

Research output: Contribution to journalArticlepeer-review