Koushik Mallick

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 4

Top Topics

Protein Interaction

Similarity Measure

Network Topology

Top Venues

IEEE ACM Trans. Comput. Biol. Bioinform.

IEEE Trans. Comput. Soc. Syst.

Publications

Koushik Mallick, Sikim Chakraborty, Saurav Mallik, Sanghamitra Bandyopadhyay
A scalable unsupervised learning of scRNAseq data detects rare cells through integration of structure-preserving embedding, clustering and outlier detection. Briefings Bioinform. 24 (3) (2023)
Koushik Mallick, Saurav Mallik, Sanghamitra Bandyopadhyay, Sikim Chakraborty
A Novel Graph Topology-Based GO-Similarity Measure for Signature Detection From Multi-Omics Data and its Application to Other Problems. IEEE ACM Trans. Comput. Biol. Bioinform. 19 (2) (2022)
Koushik Mallick, Sanghamitra Bandyopadhyay, Subhasis Chakraborty, Rounaq Choudhuri, Sayan Bose
Topo2Vec: A Novel Node Embedding Generation Based on Network Topology for Link Prediction. IEEE Trans. Comput. Soc. Syst. 6 (6) (2019)
Sanghamitra Bandyopadhyay, Koushik Mallick
A New Feature Vector Based on Gene Ontology Terms for Protein-Protein Interaction Prediction. IEEE ACM Trans. Comput. Biol. Bioinform. 14 (4) (2017)
Sanghamitra Bandyopadhyay, Koushik Mallick
A New Path Based Hybrid Measurefor Gene Ontology Similarity. IEEE ACM Trans. Comput. Biol. Bioinform. 11 (1) (2014)