Nitin K. Singh

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 4

Top Topics

Extended Abstract

Gene Regulatory Networks

Wrapper Feature Selection

Top Venues

IEEE ACM Trans. Comput. Biol. Bioinform.

IEEE Trans. Mol. Biol. Multi Scale Commun.

Publications

Nitin K. Singh, Abhisek K. Behera
Robust state estimation via twisting observer. Autom. 160 (2024)
Nitin K. Singh, Mehmet Eren Ahsen, Niharika Challapalli, Hyun-Seok Kim, Michael A. White, Mathukumalli Vidyasagar
Inferring Genome-Wide Interaction Networks Using the Phi-Mixing Coefficient, and Applications to Lung and Breast Cancer. IEEE Trans. Mol. Biol. Multi Scale Commun. 4 (3) (2018)
Nitin K. Singh, Mathukumalli Vidyasagar
bLARS: An Algorithm to Infer Gene Regulatory Networks. IEEE ACM Trans. Comput. Biol. Bioinform. 13 (2) (2016)
Mehmet Eren Ahsen, Todd P. Boren, Nitin K. Singh, Burook Misganaw, Jayanthi S. Lea, David S. Miller, Michael A. White, Mathukumalli Vidyasagar
Sparse Feature Selection for Classification and Prediction of Metastasis in Endometrial Cancer: Extended Abstract. BCB (2016)
Burook Misganaw, Mehmet Eren Ahsen, Nitin K. Singh, Keith A. Baggerly, Anna Unruh, Michael A. White, Mathukumalli Vidyasagar
Optimized prediction of extreme treatment outcomes in ovarian cancer. CDC (2015)
Nitin K. Singh, M. Vidyasagar
Inferring Gene Regulatory Networks with Sparse Bayesian Learning and phi-mixing coefficient. ECC (2014)
Nitin K. Singh, Aishwarya Sundaresan, Mathukumalli Vidyasagar
A sparse Bayesian learning based approach to Inferring Gene Regulatory Networks. GlobalSIP (2013)
Nitin K. Singh, Mehmet Eren Ahsen, Shiva Mankala, M. Vidyasagar, Michael A. White
Inferring weighted and directed gene interaction networks from gene expression data using the phi-mixing coefficient. GENSiPS (2012)
Mehmet Eren Ahsen, Nitin K. Singh, Todd P. Boren, M. Vidyasagar, Michael A. White
A new feature selection algorithm for two-class classification problems and application to endometrial cancer. CDC (2012)
Nitin K. Singh, Mehmet Eren Ahsen, Shiva Mankala, M. Vidyasagar, Michael A. White
A novel application of mixing coefficients for reverse-engineering gene interaction networks. Allerton Conference (2012)