Deepanshu Malhotra
Doctoral Student
PhD, Information Sciences, Illinois (in progress)
B.Tech, Computer Science and Engineering, GGSIP University
Research focus
My primary interests lie in the fields of network science, machine learning, and data science. Much of my research is about discovering meaningful patterns, information by developing efficient algorithms for analyzing large networks.
Honors and Awards
- Gold Medal (B.Tech CSE Rank 1), Guru Gobind Singh Indraprastha University
Advisor
Publications & Papers
Malhotra, D., Gera, R., & Saxena, A. (2021, November). Community Detection Using Semilocal Topological Features and Label Propagation Algorithm. In International Conference on Computational Data and Social Networks (pp. 255-266). Springer, Cham.
Malhotra, D., & Goyal, R. (2021). Supervised-learning link prediction in single layer and multiplex networks. Machine Learning with Applications, 6, 100086.
Malhotra, D., & Chug, A. (2021). A modified label propagation algorithm for community detection in attributed networks. International Journal of Information Management Data Insights, 1(2), 100030.
Malhotra, D. (2021). Community detection in complex networks using link strength-based hybrid genetic algorithm. SN Computer Science, 2(1), 1-16.
Malhotra, D., & Goyal, R. (2020). Link prediction in complex networks using information-theoretic measures. Journal of Complex Networks, 8(4), cnaa035.