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 journal › Article › peer-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 journal › Review article › peer-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 journal › Article › peer-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 journal › Article › peer-review