Sanghamitra Bandyopadhyay

ORCID

Publication Activity (10 Years)

Years Active: 1995-2023
Publications (10 Years): 65

Top Venues

IEEE ACM Trans. Comput. Biol. Bioinform.

CoRR

IEEE Trans. Evol. Comput.

Inf. Sci.

Publications

Sayan Saha, Monidipa Das, Sanghamitra Bandyopadhyay
GraphEx: A User-Centric Model-Level Explainer for Graph Neural Networks. Tiny Papers @ ICLR (2023)
Sucheta Dawn, Sanghamitra Bandyopadhyay
IV-GNN : interval valued data handling using graph neural network. Appl. Intell. 53 (5) (2023)
Mrittika Chakraborty, Wreetbhas Pal, Sanghamitra Bandyopadhyay, Ujjwal Maulik
A Survey on Multi-Objective based Parameter Optimization for Deep Learning. CoRR (2023)
Grazyna Starzec, Mateusz Starzec, Sanghamitra Bandyopadhyay, Ujjwal Maulik, Leszek Rutkowski, Marek Kisiel-Dorohinicki, Aleksander Byrski
Two-Dimensional Pheromone in Ant Colony Optimization. ICCCI (2023)
Sucheta Dawn, Monidipa Das, Sanghamitra Bandyopadhyay
SoURA: a user-reliability-aware social recommendation system based on graph neural network. Neural Comput. Appl. 35 (25) (2023)
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)
Sumanta Ray, Snehalika Lall, Sanghamitra Bandyopadhyay
A Deep Integrated Framework for Predicting SARS-CoV2-Human Protein-Protein Interaction. IEEE Trans. Emerg. Top. Comput. Intell. 6 (6) (2022)
Sayan Saha, Monidipa Das, Sanghamitra Bandyopadhyay
A Model-Centric Explainer for Graph Neural Network based Node Classification. CIKM (2022)
Snehalika Lall, Sumanta Ray, Sanghamitra Bandyopadhyay
A copula based topology preserving graph convolution network for clustering of single-cell RNA-seq data. PLoS Comput. Biol. 18 (3) (2022)
Sucheta Dawn, Monidipa Das, Sanghamitra Bandyopadhyay
GraMMy: Graph representation learning based on micro-macro analysis. Neurocomputing 506 (2022)
Sumanta Ray, Snehalika Lall, Anirban Mukhopadhyay, Sanghamitra Bandyopadhyay, Alexander Schönhuth
Deep variational graph autoencoders for novel host-directed therapy options against COVID-19. Artif. Intell. Medicine 134 (2022)
Snehalika Lall, Abhik Ghosh, Sumanta Ray, Sanghamitra Bandyopadhyay
sc-REnF: An entropy guided robust feature selection for single-cell RNA-seq data. Briefings Bioinform. 23 (2) (2022)
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)
Monidipa Das, Soumya K. Ghosh, Sanghamitra Bandyopadhyay
A Multilayered Adaptive Recurrent Incremental Network Model for Heterogeneity-Aware Prediction of Derived Remote Sensing Image Time Series. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Priya Roy, Chandreyee Chowdhury, Mausam Kundu, Dip Ghosh, Sanghamitra Bandyopadhyay
Novel weighted ensemble classifier for smartphone based indoor localization. Expert Syst. Appl. 164 (2021)
Jayita Saha, Chandreyee Chowdhury, Dip Ghosh, Sanghamitra Bandyopadhyay
A detailed human activity transition recognition framework for grossly labeled data from smartphone accelerometer. Multim. Tools Appl. 80 (7) (2021)
Jayita Saha, Dip Ghosh, Chandreyee Chowdhury, Sanghamitra Bandyopadhyay
Smart Handheld Based Human Activity Recognition Using Multiple Instance Multiple Label Learning. Wirel. Pers. Commun. 117 (2) (2021)
Snehalika Lall, Sumanta Ray, Sanghamitra Bandyopadhyay
RgCop-A regularized copula based method for gene selection in single-cell RNA-seq data. PLoS Comput. Biol. 17 (10) (2021)
Tapas Bhadra, Sanghamitra Bandyopadhyay
Supervised feature selection using integration of densest subgraph finding with floating forward-backward search. Inf. Sci. 566 (2021)
Angana Chakraborty, Burkhard Morgenstern, Sanghamitra Bandyopadhyay
S-conLSH: alignment-free gapped mapping of noisy long reads. BMC Bioinform. 22 (1) (2021)
Sucheta Dawn, Sanghamitra Bandyopadhyay
IV-GNN : Interval Valued Data Handling Using Graph Neural Network. CoRR (2021)
Snehalika Lall, Debajyoti Sinha, Abhik Ghosh, Debarka Sengupta, Sanghamitra Bandyopadhyay
Stable feature selection using copula based mutual information. Pattern Recognit. 112 (2021)
Sourav Biswas, Sumanta Ray, Sanghamitra Bandyopadhyay
Colored Network Motif Analysis by Dynamic Programming Approach: An Application in Host Pathogen Interaction Network. IEEE ACM Trans. Comput. Biol. Bioinform. 18 (2) (2021)
Monalisa Pal, Sanghamitra Bandyopadhyay
Decomposition in decision and objective space for multi-modal multi-objective optimization. Swarm Evol. Comput. 62 (2021)
Saurav Mallik, Sanghamitra Bandyopadhyay
WeCoMXP: Weighted Connectivity Measure Integrating Co-Methylation, Co-Expression and Protein-Protein Interactions for Gene-Module Detection. IEEE ACM Trans. Comput. Biol. Bioinform. 17 (2) (2020)
Debajyoti Sinha, Pradyumn Sinha, Ritwik Saha, Sanghamitra Bandyopadhyay, Debarka Sengupta
Improved dropClust R package with integrative analysis support for scRNA-seq data. Bioinform. 36 (6) (2020)
Monalisa Pal, Sanghamitra Bandyopadhyay
Decomposition in Decision and Objective Space for Multi-Modal Multi-Objective Optimization. CoRR (2020)
Raunak Sengupta, Monalisa Pal, Sriparna Saha, Sanghamitra Bandyopadhyay
Uniform distribution driven adaptive differential evolution. Appl. Intell. 50 (11) (2020)
Angana Chakraborty, Sanghamitra Bandyopadhyay
conLSH: Context based Locality Sensitive Hashing for mapping of noisy SMRT reads. Comput. Biol. Chem. 85 (2020)
Tapas Bhadra, Saurav Mallik, Sanghamitra Bandyopadhyay
Identification of Multiview Gene Modules Using Mutual Information-Based Hypograph Mining. IEEE Trans. Syst. Man Cybern. Syst. 49 (6) (2019)
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)
Monalisa Pal, Sanghamitra Bandyopadhyay
Differential evolution for multi-modal multi-objective problems. GECCO (Companion) (2019)
Raunak Sengupta, Monalisa Pal, Sriparna Saha, Sanghamitra Bandyopadhyay
NAEMO: Neighborhood-sensitive archived evolutionary many-objective optimization algorithm. Swarm Evol. Comput. 46 (2019)
Angana Chakraborty, Sanghamitra Bandyopadhyay
conLSH: Context based Locality Sensitive Hashing for Mapping of noisy SMRT Reads. CoRR (2019)
Snehalika Lall, Sanghamitra Bandyopadhyay
An l1-Norm Regularized Copula Based Feature Selection. ISCSIC (2019)
Monalisa Pal, Sanghamitra Bandyopadhyay, Saugat Bhattacharyya
A Many Objective Optimization Approach for Transfer Learning in EEG Classification. CoRR (2019)
Monalisa Pal, Sanghamitra Bandyopadhyay
ESOEA: Ensemble of single objective evolutionary algorithms for many-objective optimization. Swarm Evol. Comput. 50 (2019)
Priya Roy, Chandreyee Chowdhury, Dip Ghosh, Sanghamitra Bandyopadhyay
JUIndoorLoc: A Ubiquitous Framework for Smartphone-Based Indoor Localization Subject to Context and Device Heterogeneity. Wirel. Pers. Commun. 106 (2) (2019)
Monalisa Pal, Sriparna Saha, Sanghamitra Bandyopadhyay
DECOR: Differential Evolution using Clustering based Objective Reduction for many-objective optimization. Inf. Sci. 423 (2018)
Sanghamitra Bandyopadhyay, Saurav Mallik
Integrating Multiple Data Sources for Combinatorial Marker Discovery: A Study in Tumorigenesis. IEEE ACM Trans. Comput. Biol. Bioinform. 15 (2) (2018)
Snehalika Lall, Debajyoti Sinha, Sanghamitra Bandyopadhyay, Debarka Sengupta
Structure-Aware Principal Component Analysis for Single-Cell RNA-seq Data. J. Comput. Biol. 25 (12) (2018)
Monalisa Pal, Sanghamitra Bandyopadhyay
Consensus of Subjective Preferences of Multiple Occupants for Building Energy Management. SSCI (2018)
Debarka Sengupta, Sanghamitra Bandyopadhyay, Debajyoti Sinha
A Scoring Scheme for Online Feature Selection: Simulating Model Performance Without Retraining. IEEE Trans. Neural Networks Learn. Syst. 28 (2) (2017)
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)
Sandip Joardar, Amitava Chatterjee, Sanghamitra Bandyopadhyay, Ujjwal Maulik
Multi-size patch based collaborative representation for Palm Dorsa Vein Pattern recognition by enhanced ensemble learning with modified interactive artificial bee colony algorithm. Eng. Appl. Artif. Intell. 60 (2017)
Monalisa Pal, Raunak Sengupta, Sanghamitra Bandyopadhyay, Amr Alzouhri Alyafi, Stéphane Ploix, Patrick Reignier, Sriparna Saha
Analysis of Optimizers to Regulate Occupant's Actions for Building Energy Management. ICAPR (2017)
Sumanta Ray, Sanghamitra Bandyopadhyay
Discovering Condition Specific Topological Pattern Changes in Coexpression Network: An Application to HIV-1 Progression. IEEE ACM Trans. Comput. Biol. Bioinform. 13 (6) (2016)
Dip Ghosh, Priya Roy, Chandreyee Chowdhury, Sanghamitra Bandyopadhyay
An ensemble of condition based classifiers for indoor localization. ANTS (2016)
Sudipta Acharya, Sriparna Saha, Sanghamitra Bandyopadhyay
Use of line based symmetry for developing cluster validity indices. Soft Comput. 20 (9) (2016)
Monalisa Pal, Sriparna Saha, Sanghamitra Bandyopadhyay
Clustering based online automatic objective reduction to aid many-objective optimization. CEC (2016)
Sumanta Ray, Sanghamitra Bandyopadhyay
A NMF based approach for integrating multiple data sources to predict HIV-1-human PPIs. BMC Bioinform. 17 (2016)
Garisha Chowdhary, Sanghamitra Bandyopadhyay
Ties that matter. IEEE BigData (2015)
Sanghamitra Bandyopadhyay, Sumanta Ray, Anirban Mukhopadhyay, Ujjwal Maulik
approaches for analysis and prediction of HIV-1-human protein-protein interactions. Briefings Bioinform. 16 (5) (2015)
Sanghamitra Bandyopadhyay, Rudrasis Chakraborty, Ujjwal Maulik
Priority based ∈ dominance: A new measure in multiobjective optimization. Inf. Sci. 305 (2015)
Tapas Bhadra, Sanghamitra Bandyopadhyay
Unsupervised feature selection using an improved version of Differential Evolution. Expert Syst. Appl. 42 (8) (2015)
Sanghamitra Bandyopadhyay, Garisha Chowdhary, Debarka Sengupta
FOCS: Fast Overlapped Community Search. IEEE Trans. Knowl. Data Eng. 27 (11) (2015)
Sriparna Saha, Rachamadugu Spandana, Asif Ekbal, Sanghamitra Bandyopadhyay
Simultaneous feature selection and symmetry based clustering using multiobjective framework. Appl. Soft Comput. 29 (2015)
Kaustav Basu, Vincent Debusschere, Seddik Bacha, Ujjwal Maulik, Sanghamitra Bandyopadhyay
Nonintrusive Load Monitoring: A Temporal Multilabel Classification Approach. IEEE Trans. Ind. Informatics 11 (1) (2015)
Anirban Mukhopadhyay, Ujjwal Maulik, Sanghamitra Bandyopadhyay
A Survey of Multiobjective Evolutionary Clustering. ACM Comput. Surv. 47 (4) (2015)
Dip Ghosh, Sanghamitra Bandyopadhyay
A fuzzy citation-kNN algorithm for multiple instance learning. FUZZ-IEEE (2015)
Debajyoti Sinha, Utpal Garain, Sanghamitra Bandyopadhyay
Event extraction from cancer genetics literature. ICAPR (2015)
Sanghamitra Bandyopadhyay, Arpan Mukherjee
An Algorithm for Many-Objective Optimization With Reduced Objective Computations: A Study in Differential Evolution. IEEE Trans. Evol. Comput. 19 (3) (2015)
Sanghamitra Bandyopadhyay, Sumanta Ray, Anirban Mukhopadhyay, Ujjwal Maulik
A multiobjective approach for identifying protein complexes and studying their association in multiple disorders. Algorithms Mol. Biol. 10 (2015)
Sanghamitra Bandyopadhyay, Tapas Bhadra, Ujjwal Maulik
Variable Weighted Maximal Relevance Minimal Redundancy Criterion for Feature Selection Using Normalized Mutual Information. J. Multiple Valued Log. Soft Comput. 25 (2-3) (2015)
Malay Bhattacharyya, Sanghamitra Bandyopadhyay
Finding quasi core with simulated stacked neural networks. Inf. Sci. 294 (2015)
Sanghamitra Bandyopadhyay, Ujjwal Maulik, Carlos Artemio Coello Coello, Witold Pedrycz
Guest Editorial: Special Issue on Advances in Multiobjective Evolutionary Algorithms for Data Mining. IEEE Trans. Evol. Comput. 18 (1) (2014)
Srinka Basu, Debarka Sengupta, Ujjwal Maulik, Sanghamitra Bandyopadhyay
A strong Nash stability based approach to minimum quasi clique partitioning. COMSNETS (2014)
Anirban Mukhopadhyay, Ujjwal Maulik, Sanghamitra Bandyopadhyay, Carlos Artemio Coello Coello
A Survey of Multiobjective Evolutionary Algorithms for Data Mining: Part I. IEEE Trans. Evol. Comput. 18 (1) (2014)
Malay Bhattacharyya, Supratim Bhattacharya, Sanghamitra Bandyopadhyay
Estimating Completeness in Streaming Graphs. EDBT/ICDT Workshops (2014)
Sanghamitra Bandyopadhyay, Tapas Bhadra, Pabitra Mitra, Ujjwal Maulik
Integration of dense subgraph finding with feature clustering for unsupervised feature selection. Pattern Recognit. Lett. 40 (2014)
Anirban Mukhopadhyay, Ujjwal Maulik, Sanghamitra Bandyopadhyay, Carlos A. Coello Coello
Survey of Multiobjective Evolutionary Algorithms for Data Mining: Part II. IEEE Trans. Evol. Comput. 18 (1) (2014)
Sanghamitra Bandyopadhyay, Saurav Mallik, Anirban Mukhopadhyay
A Survey and Comparative Study of Statistical Tests for Identifying Differential Expressionfrom Microarray Data. IEEE ACM Trans. Comput. Biol. Bioinform. 11 (1) (2014)
Sanghamitra Bandyopadhyay, Koushik Mallick
A New Path Based Hybrid Measurefor Gene Ontology Similarity. IEEE ACM Trans. Comput. Biol. Bioinform. 11 (1) (2014)
Malay Bhattacharyya, Manali Das, Sanghamitra Bandyopadhyay
A New Approach for Combining Knowledge From Multiple Coexpression Networks of MicroRNAs. IEEE Trans. Biomed. Eng. 60 (8) (2013)
Sanghamitra Bandyopadhyay, Ujjwal Maulik, Rudrasis Chakraborty
Incorporating ϵ-dominance in AMOSA: Application to multiobjective 0/1 knapsack problem and clustering gene expression data. Appl. Soft Comput. 13 (5) (2013)
Sriparna Saha, Sanghamitra Bandyopadhyay
A generalized automatic clustering algorithm in a multiobjective framework. Appl. Soft Comput. 13 (1) (2013)
Sumanta Ray, Sanghamitra Bandyopadhyay, Anirban Mukhopadhyay, Ujjwal Maulik
Incorporating fuzzy semantic similarity measure in detecting human protein complexes in PPI network: A multiobjective approach. FUZZ-IEEE (2013)
Debarka Sengupta, Aroonalok Pyne, Ujjwal Maulik, Sanghamitra Bandyopadhyay
Reformulated Kemeny Optimal Aggregation with Application in Consensus Ranking of microRNA Targets. IEEE ACM Trans. Comput. Biol. Bioinform. 10 (3) (2013)
Sriparna Saha, Asif Ekbal, Kshitija Gupta, Sanghamitra Bandyopadhyay
Gene expression data clustering using a multiobjective symmetry based clustering technique. Comput. Biol. Medicine 43 (11) (2013)
Anirban Mukhopadhyay, Ujjwal Maulik, Sanghamitra Bandyopadhyay
Hybrid evolutionary multiobjective fuzzy c-medoids clustering of categorical data. HIMA (2013)
Ujjwal Maulik, Anirban Mukhopadhyay, Malay Bhattacharyya, Lars Kaderali, Benedikt Brors, Sanghamitra Bandyopadhyay, Roland Eils
Mining Quasi-Bicliques from HIV-1-Human Protein Interaction Network: A Multiobjective Biclustering Approach. IEEE ACM Trans. Comput. Biol. Bioinform. 10 (2) (2013)
Anirban Mukhopadhyay, Ujjwal Maulik, Sanghamitra Bandyopadhyay
An Interactive Approach to Multiobjective Clustering of Gene Expression Patterns. IEEE Trans. Biomed. Eng. 60 (1) (2013)
Saurav Mallik, Anirban Mukhopadhyay, Ujjwal Maulik, Sanghamitra Bandyopadhyay
Integrated analysis of gene expression and genome-wide DNA methylation for tumor prediction: An association rule mining-based approach. CIBCB (2013)
Anirban Bhar, Martin Haubrock, Anirban Mukhopadhyay, Ujjwal Maulik, Sanghamitra Bandyopadhyay, Edgar Wingender
Coexpression and coregulation analysis of time-series gene expression data in estrogen-induced breast cancer cell. Algorithms Mol. Biol. 8 (2013)
Debarka Sengupta, Ujjwal Maulik, Sanghamitra Bandyopadhyay
Score Based Aggregation of microRNA Target Orderings. ISBRA (2012)
Anirban Mukhopadhyay, Ujjwal Maulik, Sanghamitra Bandyopadhyay
Gene Expression Data Analysis Using Multiobjective Clustering Improved with SVM Based Ensemble. Silico Biol. 11 (1-2) (2012)
Sriparna Saha, Asif Ekbal, Sidharth Sharma, Sanghamitra Bandyopadhyay, Ujjwal Maulik
Protein Secondary Structure Prediction Using Machine Learning. ISI (2012)
Indrajit Saha, Dariusz Plewczynski, Ujjwal Maulik, Sanghamitra Bandyopadhyay
Improved differential evolution for microarray analysis. Int. J. Data Min. Bioinform. 6 (1) (2012)
Preeti Gupta, Sanghamitra Bandyopadhyay, Ujjwal Maulik
An Approach for the Ordering of Evaluation of Objectives in Multiobjective Optimization. BIC-TA (1) (2012)
Kartick Chandra Mondal, Nicolas Pasquier, Anirban Mukhopadhyay, Ujjwal Maulik, Sanghamitra Bandyopadhyay
A New Approach for Association Rule Mining and Bi-clustering Using Formal Concept Analysis. MLDM (2012)
Shubhra Sankar Ray, Sanghamitra Bandyopadhyay, Sankar K. Pal
A Weighted Power Framework for Integrating Multisource Information: Gene Function Prediction in Yeast. IEEE Trans. Biomed. Eng. 59 (4) (2012)
Malay Bhattacharyya, Manali Das, Sanghamitra Bandyopadhyay
miRT: A Database of Validated Transcription Start Sites of Human MicroRNAs. Genom. Proteom. Bioinform. 10 (5) (2012)
Indrajit Saha, Ujjwal Maulik, Sanghamitra Bandyopadhyay, Dariusz Plewczynski
SVMeFC: SVM Ensemble Fuzzy Clustering for Satellite Image Segmentation. IEEE Geosci. Remote. Sens. Lett. 9 (1) (2012)
Sanghamitra Bandyopadhyay
Genetic algorithms for clustering and fuzzy clustering. WIREs Data Mining Knowl. Discov. 2 (3) (2012)
Malay Bhattacharyya, Sanghamitra Bandyopadhyay
Bounds on Quasi-Completeness. IWOCA (2012)
Anirban Bhar, Martin Haubrock, Anirban Mukhopadhyay, Ujjwal Maulik, Sanghamitra Bandyopadhyay, Edgar Wingender
δ-TRIMAX: Extracting Triclusters and Analysing Coregulation in Time Series Gene Expression Data. WABI (2012)
Debarka Sengupta, Ujjwal Maulik, Sanghamitra Bandyopadhyay
Weighted Markov Chain Based Aggregation of Biomolecule Orderings. IEEE ACM Trans. Comput. Biol. Bioinform. 9 (3) (2012)
Soumi Sengupta, Sanghamitra Bandyopadhyay
De Novo Design of Potential RecA Inhibitors Using MultiObjective Optimization. IEEE ACM Trans. Comput. Biol. Bioinform. 9 (4) (2012)
Sriparna Saha, Sanghamitra Bandyopadhyay
Some connectivity based cluster validity indices. Appl. Soft Comput. 12 (5) (2012)
Sriparna Saha, Sanghamitra Bandyopadhyay
Automatic MR brain image segmentation using a multiseed based multiobjective clustering approach. Appl. Intell. 35 (3) (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Sanghamitra Bandyopadhyay