Directory | Math
Kevin Moon
Mathematics and Statistics
Assistant Professor
Contact Information
Office Location: AnSci 312
DialPhone: (435) 797-0749
SendEmail: Kevin.Moon@usu.edu
Educational Background
Biography
Dr. Moon earned a bachelor's and master's degree in Electrical Engineering at Brigham Young University, focusing on signal processing. He then obtained an M.S. degree in Mathematics and a Ph.D. in Electrical Engineering at the University of Michigan where his research focused on nonparametric estimation of distributional functionals. Prior to joining Utah State University in 2018, he was a postdoctoral scholar in the Genetics Department and the Applied Math Program at Yale University where he developed methods for exploratory data analysis with a focus in biomedical applications.
Teaching Interests
Research Interests
Publications - Abstracts
Publications - Books & Book Chapters
* Has not been peer reviewed
Publications - Fact Sheets
* Has not been peer reviewed
Publications - Curriculum
* Has not been peer reviewed
Publications - Journal Articles
- Moon, K., van Dijk, D., Wang, Z., Gigante, S., Burkhardt, D., Chen, W., Yim, K., van den Elzen, A., Hirn, M., Coifman, R., Ivanova, N., Wolf, G., Krishnaswamy, S., (2019). Visualizing Structure and Transitions in High-Dimensional Biological Data. Nature Biotechnology, 37:12, 1482-1492.
- Amodio, M., van Dijk, D., Srinivasan, K., Chen, W., Mohsen, H., Moon, K., Campbell, A., Zhao, Y., Wang, X., Venkataswamy, M., Desai, A., V, R., Kumar, P., Montgomery, R., Wolf, G., Krishnaswamy, S., (2019). Exploring single-cell data with deep multitasking neural networks. Nature Methods, 16, 1139-1145.
- Yasaei Sekeh, S., Noshad, M., Moon, K., Hero, A.O, (2019). Convergence Rates for Empirical Estimation of Binary Classification Bounds. Entropy, 21:12, 1144.
- Shin, M., Yim, K., Moon, K., Park, H., Mohanty, S., Kim, J., Montgomery, R., Shaw, A., Krishnaswamy, S., Kang, I., (2019). Dissecting alterations in human CD8+ T cells with aging by high-dimensional single cell analysis. Clinical Immunology, 200, 24-30.
- Moon, K., Sricharan, K., Greenewald, K., Hero, A., (2018). Ensemble Estimation of Information Divergence. Entropy, 20:8, 560.
- Van Dijk, D., Sharma, R., Nainys, J., Yim, K., Kathail, P., Carr, A., Burdziak, C., Moon, K., Chaffer, C.L, Pattabiraman, D., Bierie, B., Mazutis, L., Wolf, G., Krishnaswamy, S., Pe'er, D., (2018). Recovering Gene Interactions from Single-Cell Data Using Data Diffusion. Cell, 174:3, 716-729.
- Moon, K., Stanley, J., Burkhardt, D., van Dijk, D., Wolf, G., Krishnaswamy, S., (2018). Manifold Learning-based Methods for Analyzing Single-Cell RNA-Sequencing Data. Current Opinion in Systems Biology, 7, 36-46.
- Moon, K., Li, J.J, Delouille, V., De Visscher, R., Watson, F., Hero, III, A.O, (2016). Image patch analysis of sunspots and active regions. I. Intrinsic dimension and correlation analysis. Journal of Space Weather and Space Climate, 6, A2.
- Moon, K., Delouille, ., Li, J., De Visscher, R., Watson, F., Hero, III, A.O, (2016). Image patch analysis of sunspots and active regions. II. Clustering via matrix factorization. Journal of Space Weather and Space Climate, 6, A3.
Academic Journal
* Has not been peer reviewed
Publications - Literary Journal
* Has not been peer reviewed
Publications - MultiMedia
* Has not been peer reviewed
Publications - Technical Reports
* Has not been peer reviewed
Publications - Translations & Transcripts
Publications - Other
* Has not been peer reviewed
