Ujjwal Maulik

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 80

Top Venues

Appl. Soft Comput.

Briefings Bioinform.

Comput. Biol. Medicine

IEEE Trans. Evol. Comput.

Publications

Tapas Si, Péricles B. C. de Miranda, Utpal Nandi, Nanda Dulal Jana, Saurav Mallik, Ujjwal Maulik, Hong Qin
Opposition-Based Chaotic Tunicate Swarm Algorithms for Global Optimization. IEEE Access 12 (2024)
Kakuli Mishra, Srinka Basu, Ujjwal Maulik
Network Science for Time Series Clustering and its Applications. COMSNETS (2024)
Ananya Bose, Ujjwal Maulik, Anasua Sarkar
An entropy-based membership approach on type-II fuzzy set (EMT2FCM) for biomedical image segmentation. Eng. Appl. Artif. Intell. 127 (Part A) (2024)
Shatadru Roy Chowdhury, Srinka Basu, Ujjwal Maulik
Disastrous Event and Sub-Event Detection From Microblog Posts Using Bi-Clustering Method. IEEE Trans. Comput. Soc. Syst. 11 (1) (2024)
Suparna Dutta, Monidipa Das, Ujjwal Maulik
Toward Causality-Based Explanation of Aerial Scene Classifiers. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
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)
Rangan Das, Shirsha Bose, Ritesh Sur Chowdhury, Ujjwal Maulik
Dense Dilated Multi-Scale Supervised Attention-Guided Network for histopathology image segmentation. Comput. Biol. Medicine 163 (2023)
Mohana Bakshi, Chandreyee Chowdhury, Ujjwal Maulik
Cuckoo search optimization-based energy efficient job scheduling approach for IoT-edge environment. J. Supercomput. 79 (16) (2023)
Tapas Si, Debolina Bhattacharya, Somen Nayak, Péricles B. C. de Miranda, Utpal Nandi, Saurav Mallik, Ujjwal Maulik, Hong Qin
PCOBL: A Novel Opposition-Based Learning Strategy to Improve Metaheuristics Exploration and Exploitation for Solving Global Optimization Problems. IEEE Access 11 (2023)
Ujjwal Maulik, Srimanta Kundu
Automatic Vehicle Pollution Detection Using Feedback Based Iterative Deep Learning. IEEE Trans. Intell. Transp. Syst. 24 (5) (2023)
Kakuli Mishra, Srinka Basu, Ujjwal Maulik
Aggregate Load Forecasting in Residential Smart Grids Using Deep Learning Model. PReMI (2023)
Arnabi Bej, Ujjwal Maulik, Anasua Sarkar
Time-Series Prediction for the Epidemic Trends of COVID-19 Using Conditional Generative Adversarial Networks Regression on Country-Wise Case Studies. SN Comput. Sci. 3 (5) (2022)
Tapas Bhadra, Ujjwal Maulik
Unsupervised Feature Selection Using Iterative Shrinking and Expansion Algorithm. IEEE Trans. Emerg. Top. Comput. Intell. 6 (6) (2022)
Kakuli Mishra, Srinka Basu, Ujjwal Maulik
: A graph based time series data mining framework. Eng. Appl. Artif. Intell. 110 (2022)
Shatadru Roy Chowdhury, Srinka Basu, Ujjwal Maulik
A survey on event and subevent detection from microblog data towards crisis management. Int. J. Data Sci. Anal. 14 (4) (2022)
Ashmita Dey, Sagnik Sen, Ujjwal Maulik
Study of transcription factor druggabilty for prostate cancer using structure information, gene regulatory networks and protein moonlighting. Briefings Bioinform. 23 (1) (2022)
Mrittika Chakraborty, Sukanya Sardar, Ujjwal Maulik
A Comparative Analysis of Non-gradient Methods of Class Activation Mapping. DoSIER (2022)
Shirsha Bose, Ritesh Sur Chowdhury, Rangan Das, Ujjwal Maulik
Dense Dilated Deep Multiscale Supervised U-Network for biomedical image segmentation. Comput. Biol. Medicine 143 (2022)
Ashmita Dey, Sagnik Sen, Ujjwal Maulik
Unveiling COVID-19-associated organ-specific cell types and cell-specific pathway cascade. Briefings Bioinform. 22 (2) (2021)
Saurav Mallik, Souvik Rakshit, Ujjwal Maulik, Zhongming Zhao
Negatively-Associated Maximal Frequent Geneset Mining on DNA Methylation Profile. BIBM (2021)
Rangan Das, Bikram Boote, Saumik Bhattacharya, Ujjwal Maulik
Multipath Graph Convolutional Neural Networks. CoRR (2021)
Sagnik Sen, Ashmita Dey, Sanghamitra Bandhyopadhyay, Vladimir N. Uversky, Ujjwal Maulik
Understanding structural malleability of the SARS-CoV-2 proteins and relation to the comorbidities. Briefings Bioinform. 22 (6) (2021)
Jnanendra Prasad Sarkar, Indrajit Saha, Anasua Sarkar, Ujjwal Maulik
Machine learning integrated ensemble of feature selection methods followed by survival analysis for predicting breast cancer subtype specific miRNA biomarkers. Comput. Biol. Medicine 131 (2021)
Mohana Bakshi, Chandreyee Chowdhury, Ujjwal Maulik
Energy-efficient cluster head selection algorithm for IoT using modified glow-worm swarm optimization. J. Supercomput. 77 (7) (2021)
Srimanta Kundu, Ujjwal Maulik, Anirban Mukhopadhyay
A game theory-based approach to fuzzy clustering for pixel classification in remote sensing imagery. Soft Comput. 25 (7) (2021)
Shemim Begum, Ram Sarkar, Debasis Chakraborty, Sagnik Sen, Ujjwal Maulik
Application of active learning in DNA microarray data for cancerous gene identification. Expert Syst. Appl. 177 (2021)
Kakuli Mishra, Srinka Basu, Ujjwal Maulik
A Dilated Convolutional Based Model for Time Series Forecasting. SN Comput. Sci. 2 (2) (2021)
Shemim Begum, Ram Sarkar, Debasis Chakraborty, Ujjwal Maulik
Identification of Biomarker on Biological and Gene Expression data using Fuzzy Preference Based Rough Set. J. Intell. Syst. 30 (1) (2021)
Manosij Ghosh, Sagnik Sen, Ram Sarkar, Ujjwal Maulik
Quantum squirrel inspired algorithm for gene selection in methylation and expression data of prostate cancer. Appl. Soft Comput. 105 (2021)
Rangan Das, Sagnik Sen, Ujjwal Maulik
A Survey on Fuzzy Deep Neural Networks. ACM Comput. Surv. 53 (3) (2020)
Kushal Kanti Ghosh, Soulib Ghosh, Sagnik Sen, Ram Sarkar, Ujjwal Maulik
A two-stage approach towards protein secondary structure classification. Medical Biol. Eng. Comput. 58 (8) (2020)
Subhadip Basu, Ujjwal Maulik, Umapada Pal
Special issue on deep learning for video text analysis. Pattern Recognit. Lett. 138 (2020)
Jnanendra Prasad Sarkar, Indrajit Saha, Sinjan Chakraborty, Ujjwal Maulik
Machine learning integrated credibilistic semi supervised clustering for categorical data. Appl. Soft Comput. 86 (2020)
Kakuli Mishra, Srinka Basu, Ujjwal Maulik
A segmentation based similarity measure for time series data. COMAD/CODS (2020)
Anjan Bandyopadhyay, Fatos Xhafa, Saurav Mallik, Paul Krause, Sajal Mukhopadhyay, Vikash Kumar Singh, Ujjwal Maulik
A Framework for Allocation of IoT Devices to the Fog Service Providers in Strategic Setting. 3PGCIC (2019)
Jnanendra Prasad Sarkar, Indrajit Saha, Ujjwal Maulik
Improved Fuzzy Clustering using Ensemble based Differential Evolution for Remote Sensing Image. TENCON (2019)
Ranjan Kumar Barman, Anirban Mukhopadhyay, Ujjwal Maulik, Santasabuj Das
Identification of infectious disease-associated host genes using machine learning techniques. BMC Bioinform. 20 (1) (2019)
Srimanta Kundu, Ujjwal Maulik
Vehicle Pollution Detection from Images Using Deep Learning. DoSIER (2019)
Indrajit Saha, Somnath Rakshit, Michal Denkiewicz, Jnanendra Prasad Sarkar, Debasree Maity, Ujjwal Maulik, Dariusz Plewczynski
Survival Analysis with the Integration of RNA-Seq and Clinical Data to Identify Breast Cancer Subtype Specific Genes. PReMI (2) (2019)
Kakuli Mishra, Srinka Basu, Ujjwal Maulik
DaNSe: A Dilated Causal Convolutional Network Based Model for Load Forecasting. PReMI (1) (2019)
Swarnendu Ghosh, Nibaran Das, Ishita Das, Ujjwal Maulik
Understanding Deep Learning Techniques for Image Segmentation. CoRR (2019)
Jnanendra Prasad Sarkar, Indrajit Saha, Somnath Rakshit, Monalisa Pal, Michal Wlasnowolski, Anasua Sarkar, Ujjwal Maulik, Dariusz Plewczynski
A new evolutionary rough fuzzy integrated machine learning technique for microRNA selection using next-generation sequencing data of breast cancer. GECCO (Companion) (2019)
Sagnik Sen, Ashmita Dey, Sourav Chowdhury, Ujjwal Maulik, Krishnananda Chattopadhyay
Understanding the evolutionary trend of intrinsically structural disorders in cancer relevant proteins as probed by Shannon entropy scoring and structure network analysis. BMC Bioinform. (13) (2019)
Manosij Ghosh, Shemim Begum, Ram Sarkar, Debasis Chakraborty, Ujjwal Maulik
Recursive Memetic Algorithm for gene selection in microarray data. Expert Syst. Appl. 116 (2019)
Swarnendu Ghosh, Nibaran Das, Ishita Das, Ujjwal Maulik
Understanding Deep Learning Techniques for Image Segmentation. ACM Comput. Surv. 52 (4) (2019)
Somnath Rakshit, Indrajit Saha, Michal Wlasnowolski, Ujjwal Maulik, Dariusz Plewczynski
Deep Learning for Detection and Localization of Thoracic Diseases Using Chest X-Ray Imagery. ICAISC (2) (2019)
Indrajit Saha, Jnanendra Prasad Sarkar, Ujjwal Maulik
Integrated Rough Fuzzy Clustering for Categorical data Analysis. Fuzzy Sets Syst. 361 (2019)
Sagnik Sen, Ujjwal Maulik
Detecting the Common Biomarkers for Early Stage Parkinson's Disease and Early Stage Alzheimer's Disease Associated with Intrinsically Disordered Protein. ICACDS (1) (2018)
Sumanta Ray, Ujjwal Maulik
Discovering Perturbation of Modular Structure in HIV Progression by Integrating Multiple Data Sources Through Non-Negative Matrix Factorization. IEEE ACM Trans. Comput. Biol. Bioinform. 15 (3) (2018)
Jnanendra Prasad Sarkar, Indrajit Saha, Anasua Sarkar, Ujjwal Maulik
Improving Modified Differential Evolution for Fuzzy Clustering. HIS (2017)
Srinka Basu, Saikat Roy, Ujjwal Maulik
Convolutional Regression Framework for Human Health Prediction Under Social Influences. COMSNETS (Revised Selected Papers and Invited Papers) (2017)
Sandip Dey, Siddhartha Bhattacharyya, Ujjwal Maulik
Efficient quantum inspired meta-heuristics for multi-level true colour image thresholding. Appl. Soft Comput. 56 (2017)
Srinka Basu, Saikat Roy, Ujjwal Maulik
Convolutional regression framework for health behavior prediction. COMSNETS (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)
Brijesh Kumar Sriwastava, Subhadip Basu, Ujjwal Maulik
A Quasi-Clique Mining Algorithm for Analysis of the Human Protein-Protein Interaction Network. PReMI (2017)
Sandip Dey, Siddhartha Bhattacharyya, Ujjwal Maulik
New quantum inspired meta-heuristic techniques for multi-level colour image thresholding. Appl. Soft Comput. 46 (2016)
Siddhartha Bhattacharyya, Paramartha Dutta, Ujjwal Maulik
Preface. Appl. Soft Comput. 46 (2016)
Srinka Basu, Ujjwal Maulik
A Game Theory Inspired Approach to Stable Core Decomposition on Weighted Networks. IEEE Trans. Knowl. Data Eng. 28 (5) (2016)
Angan Mitra, Corinne Touati, Stéphane Ploix, Ujjwal Maulik, Nouredine Hadjsaid
Economical Analysis of Flexibility in Micro Grids. SMARTGREENS (2016)
Shib Sankar Bhowmick, Indrajit Saha, Ujjwal Maulik, Debotosh Bhattacharjee
Identification of miRNA signature using Next-Generation Sequencing data of prostate cancer. RAIT (2016)
Shib Sankar Bhowmick, Indrajit Saha, Ujjwal Maulik, Debotosh Bhattacharjee
Biomarker identification using next generation sequencing data of RNA. ICACCI (2016)
Srinka Basu, Ujjwal Maulik, Oishik Chatterjee
Stability of Consensus Node Orderings Under Imperfect Network Data. IEEE Trans. Comput. Soc. Syst. 3 (3) (2016)
Jnanendra Prasad Sarkar, Indrajit Saha, Ujjwal Maulik
Rough Possibilistic Type-2 Fuzzy C-Means clustering for MR brain image segmentation. Appl. Soft Comput. 46 (2016)
Adrian Lancucki, Indrajit Saha, Shib Sankar Bhowmick, Ujjwal Maulik, Piotr Lipinski
A new evolutionary microRNA marker selection using next-generation sequencing data. CEC (2016)
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)
Monalisa Mandal, Anirban Mukhopadhyay, Ujjwal Maulik
Prediction of protein subcellular localization by incorporating multiobjective PSO-based feature subset selection into the general form of Chou's PseAAC. Medical Biol. Eng. Comput. 53 (4) (2015)
Giovanni Mazzocco, Shib Sankar Bhowmick, Indrajit Saha, Ujjwal Maulik, Debotosh Bhattacharjee, Dariusz Plewczynski
MaER: A New Ensemble Based Multiclass Classifier for Binding Activity Prediction of HLA Class II Proteins. PReMI (2015)
Sanghamitra Bandyopadhyay, Rudrasis Chakraborty, Ujjwal Maulik
Priority based ∈ dominance: A new measure in multiobjective optimization. Inf. Sci. 305 (2015)
Saurav Mallik, Ujjwal Maulik
MiRNA-TF-gene network analysis through ranking of biomolecules for multi-informative uterine leiomyoma dataset. J. Biomed. Informatics 57 (2015)
Indrajit Saha, Benedykt Rak, Shib Sankar Bhowmick, Ujjwal Maulik, Debotosh Bhattacharjee, Uwe Koch, Michal Lazniewski, Dariusz Plewczynski
Binding Activity Prediction of Cyclin-Dependent Inhibitors. J. Chem. Inf. Model. 55 (7) (2015)
Indrajit Saha, Shib Sankar Bhowmick, Filippo Geraci, Marco Pellegrini, Debotosh Bhattacharjee, Ujjwal Maulik, Dariusz Plewczynski
Analysis of Next-Generation Sequencing Data of miRNA for the Prediction of Breast Cancer. SEMCCO (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)
Srinka Basu, Ujjwal Maulik
Community detection based on strong Nash stable graph partition. Soc. Netw. Anal. Min. 5 (1) (2015)
Indrajit Saha, Jnanendra Prasad Sarkar, Ujjwal Maulik
Ensemble based rough fuzzy clustering for categorical data. Knowl. Based Syst. 77 (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)
Brijesh Kumar Sriwastava, Subhadip Basu, Ujjwal Maulik
Predicting Protein-Protein Interaction Sites with a Novel Membership Based Fuzzy SVM Classifier. IEEE ACM Trans. Comput. Biol. Bioinform. 12 (6) (2015)
Anasua Sarkar, Ujjwal Maulik
Gene microarray data analysis using parallel point-symmetry-based clustering. Int. J. Data Min. Bioinform. 11 (3) (2015)
Anirban Mukhopadhyay, Sumanta Ray, Ujjwal Maulik
Incorporating the type and direction information in predicting novel regulatory interactions between HIV-1 and human proteins using a biclustering approach. BMC Bioinform. 15 (2014)
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)
Sandip Dey, Indrajit Saha, Siddhartha Bhattacharyya, Ujjwal Maulik
Multi-level thresholding using quantum inspired meta-heuristics. Knowl. Based Syst. 67 (2014)
Sandip Dey, Siddhartha Bhattacharyya, Ujjwal Maulik
Quantum inspired genetic algorithm and particle swarm optimization using chaotic map model based interference for gray level image thresholding. Swarm Evol. Comput. 15 (2014)
Indrajit Saha, Ujjwal Maulik
Incremental learning based multiobjective fuzzy clustering for categorical data. Inf. Sci. 267 (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)
Shib Sankar Bhowmick, Indrajit Saha, Giovanni Mazzocco, Ujjwal Maulik, Luís Rato, Debotosh Bhattacharjee, Dariusz Plewczynski
Application of RotaSVM for HLA Class II Protein-Peptide Interaction Prediction. BIOINFORMATICS (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, 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)
Brijesh Kumar Sriwastava, Subhadip Basu, Ujjwal Maulik, Dariusz Plewczynski
A Consensus Approach for Identification of Protein-Protein Interaction Sites in Homo Sapiens. PReMI (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)
Monalisa Mandal, Anirban Mukhopadhyay, Ujjwal Maulik
Fuzzy rule-based classifier for microarray gene expression data by using a multiobjective PSO-based approach. FUZZ-IEEE (2013)
Indrajit Saha, Ujjwal Maulik, Michal Lukasik, Dariusz Plewczynski
Multiobjective Differential Evolution: A Comparative Study on Benchmark Problems. ICMMI (2013)
Saurav Mallik, Anirban Mukhopadhyay, Ujjwal Maulik
Integrated Statistical and Rule-Mining Techniques for Dna Methylation and Gene Expression Data Analysis. J. Artif. Intell. Soft Comput. Res. 3 (2) (2013)
Brijesh Kumar Sriwastava, Subhadip Basu, Ujjwal Maulik
Fuzzy SVM with a Novel Membership Function for Prediction of Protein-Protein Interaction Sites in Homo sapiens. PReMI (2013)
Ujjwal Maulik, Anirban Mukhopadhyay, Debasis Chakraborty
Gene-Expression-Based Cancer Subtypes Prediction Through Feature Selection and Transductive SVM. IEEE Trans. Biomed. Eng. 60 (4) (2013)
Anirban Mukhopadhyay, Ujjwal Maulik, Sanghamitra Bandyopadhyay
Hybrid evolutionary multiobjective fuzzy c-medoids clustering of categorical data. HIMA (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Ujjwal Maulik