
- singhrp@uwm.edu
- 937-728-1243
- Engineering & Mathematical Sciences E338
Rohit Singh
- Teaching Faculty II, Computer Science
Dr. Singh’s research involves developing data science tools to understand, process and model high dimensional big data sets. His research is focused on topological data analysis to understand the shape of data.
Education
- PhD, Computer Science, University of Cincinnati, 2024
- MS, Computer Science, University of Florida, 2013
- B. Tech, Computer Science, Jaypee University of Information Technology, Solan, India, 2011
Research Interest
- Geometric and Topological Data Analysis,
- Distributed Computing
- Data Science
Selected Publications
Rohit P. Singh - Google Scholar
- R. P. Singh and P. A. Wilsey, " Constructing ε-Constrained βs Sparsified -Complexes using Space Partitioning Trees," 2024 IEEE International Conference on Data Mining (ICDM), Abu Dhabi, UAE, 2024
- R. P. Singh and P. A. Wilsey, "Compact Boundary Matrix from a Polytopal Complex for Computing Persistent Homology," 2023 IEEE International Conference on Big Data (BigData), Sorrento, Italy, 2023
- R. P. Singh, N.O. Malott, B. Sauerwein, N. Mcgrogan, P.A. Wilsey. “Generating High Dimensional Test Data for Topological Data Analysis”. In: Benchmarking, Measuring, and Optimizing. Bench 2023. Lecture Notes in Computer Science, vol 14521. Springer, Singapore.
- R. P. Singh and P. A. Wilsey, "Polytopal Complex Construction and Use in Persistent Homology," 2022 IEEE International Conference on Data Mining Workshops (ICDMW), Orlando, FL, USA, 2022,
- R. P. Singh and P. A. Wilsey, "Persistence Homology of Proximity Hyper-Graphs for Higher Dimensional Big Data," 2022 IEEE International Conference on Big Data (Big Data), Osaka, Japan, 2022
- N. O. Malott, R. R. Verma, R. P. Singh and P. A. Wilsey, "Distributed Computation of Persistent Homology from Partitioned Big Data," 2021 IEEE International Conference on Cluster Computing (CLUSTER), Portland, OR, USA, 2021
Community Involvement
- Member of IEEE and IEEE Young Professionals
- Reviewer for Journal of Parallel and Distributed Computing
Awards
- NSF Travel award IEEE Big Data 2022
- NSF Travel award IEEE ICDM 2022, 2023
- Bench 2023 Travel Grant