Koyel Mandal

@isine.ac.in

Research Associate, Theoretical and Applied Sciences Unit
Indian Statistical Institute, North-East Centre, Tezpur



                 

https://researchid.co/koyel

RESEARCH INTERESTS

Machine learning, computational biology, remote sensing image

67

Scholar Citations

5

Scholar h-index

2

Scholar i10-index

RECENT SCHOLAR PUBLICATIONS

  • SGAClust: Semi-supervised graph attraction clustering of gene expression data
    K Mandal, R Sarmah
    Network Modeling Analysis in Health Informatics and Bioinformatics 11 (1), 24 2022

  • POPTric: Pathway-based Order Preserving Triclustering for gene sample time data analysis
    K Mandal, R Sarmah, DK Bhattacharyya
    Expert Systems with Applications 192, 116336 2022

  • Rank-preserving biclustering algorithm: a case study on miRNA breast cancer
    K Mandal, R Sarmah, DK Bhattacharyya, JK Kalita, B Borah
    Medical & Biological Engineering & Computing 59, 989-1004 2021

  • Popbic: pathway-based order preserving biclustering algorithm towards the analysis of gene expression data
    K Mandal, R Sarmah, DK Bhattacharyya
    IEEE/ACM Transactions on Computational Biology and Bioinformatics 18 (6 2020

  • Biomarker identification for cancer disease using biclustering approach: An empirical study
    K Mandal, R Sarmah, DK Bhattacharyya
    IEEE/ACM transactions on computational biology and bioinformatics 16 (2 2018

  • A density-based clustering for gene expression data using gene ontology
    K Mandal, R Sarmah
    Proceedings of the International Conference on Computing and Communication 2018

  • A Fuzzy Graph Based Cluster Affinity Search Technique for clustering of gene expression data
    K Mandal, R Sarmah, B Borah
    2016 International Conference on Systems in Medicine and Biology (ICSMB), 78-82 2016

  • Super-resolution de-fencing: Simultaneous fence removal and high-resolution image recovery using videos
    CS Negi, K Mandal, RR Sahay, MS Kankanhalli
    2014 IEEE International Conference on Multimedia and Expo Workshops (ICMEW), 1-6 2014

  • An Empirical Study of Partition based Clustering Algorithms and its Effectiveness over Gene Expression Data
    P Borah, R Dowerah, K Mandal, R Sarmah

MOST CITED SCHOLAR PUBLICATIONS

  • Biomarker identification for cancer disease using biclustering approach: An empirical study
    K Mandal, R Sarmah, DK Bhattacharyya
    IEEE/ACM transactions on computational biology and bioinformatics 16 (2 2018
    Citations: 24

  • Super-resolution de-fencing: Simultaneous fence removal and high-resolution image recovery using videos
    CS Negi, K Mandal, RR Sahay, MS Kankanhalli
    2014 IEEE International Conference on Multimedia and Expo Workshops (ICMEW), 1-6 2014
    Citations: 20

  • POPTric: Pathway-based Order Preserving Triclustering for gene sample time data analysis
    K Mandal, R Sarmah, DK Bhattacharyya
    Expert Systems with Applications 192, 116336 2022
    Citations: 7

  • Popbic: pathway-based order preserving biclustering algorithm towards the analysis of gene expression data
    K Mandal, R Sarmah, DK Bhattacharyya
    IEEE/ACM Transactions on Computational Biology and Bioinformatics 18 (6 2020
    Citations: 7

  • A density-based clustering for gene expression data using gene ontology
    K Mandal, R Sarmah
    Proceedings of the International Conference on Computing and Communication 2018
    Citations: 5

  • Rank-preserving biclustering algorithm: a case study on miRNA breast cancer
    K Mandal, R Sarmah, DK Bhattacharyya, JK Kalita, B Borah
    Medical & Biological Engineering & Computing 59, 989-1004 2021
    Citations: 2

  • SGAClust: Semi-supervised graph attraction clustering of gene expression data
    K Mandal, R Sarmah
    Network Modeling Analysis in Health Informatics and Bioinformatics 11 (1), 24 2022
    Citations: 1

  • A Fuzzy Graph Based Cluster Affinity Search Technique for clustering of gene expression data
    K Mandal, R Sarmah, B Borah
    2016 International Conference on Systems in Medicine and Biology (ICSMB), 78-82 2016
    Citations: 1