Ujjwal Maulik
Affiliations:- Jadavpur University, Department of Computer Science and Engineering, Kolkata, India
According to our database1,
Ujjwal Maulik
authored at least 199 papers
between 1998 and 2022.
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Bibliography
2022
IEEE Trans. Emerg. Top. Comput. Intell., 2022
Time-Series Prediction for the Epidemic Trends of COVID-19 Using Conditional Generative Adversarial Networks Regression on Country-Wise Case Studies.
SN Comput. Sci., 2022
A survey on event and subevent detection from microblog data towards crisis management.
Int. J. Data Sci. Anal., 2022
Eng. Appl. Artif. Intell., 2022
Dense Dilated Deep Multiscale Supervised U-Network for biomedical image segmentation.
Comput. Biol. Medicine, 2022
Study of transcription factor druggabilty for prostate cancer using structure information, gene regulatory networks and protein moonlighting.
Briefings Bioinform., 2022
2021
Energy-efficient cluster head selection algorithm for IoT using modified glow-worm swarm optimization.
J. Supercomput., 2021
A game theory-based approach to fuzzy clustering for pixel classification in remote sensing imagery.
Soft Comput., 2021
SN Comput. Sci., 2021
Identification of Biomarker on Biological and Gene Expression data using Fuzzy Preference Based Rough Set.
J. Intell. Syst., 2021
Application of active learning in DNA microarray data for cancerous gene identification.
Expert Syst. Appl., 2021
Machine learning integrated ensemble of feature selection methods followed by survival analysis for predicting breast cancer subtype specific miRNA biomarkers.
Comput. Biol. Medicine, 2021
Unveiling COVID-19-associated organ-specific cell types and cell-specific pathway cascade.
Briefings Bioinform., 2021
Understanding structural malleability of the SARS-CoV-2 proteins and relation to the comorbidities.
Briefings Bioinform., 2021
Quantum squirrel inspired algorithm for gene selection in methylation and expression data of prostate cancer.
Appl. Soft Comput., 2021
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021
2020
Pattern Recognit. Lett., 2020
Medical Biol. Eng. Comput., 2020
Machine learning integrated credibilistic semi supervised clustering for categorical data.
Appl. Soft Comput., 2020
Proceedings of the CoDS-COMAD 2020: 7th ACM IKDD CoDS and 25th COMAD, 2020
2019
Fuzzy Sets Syst., 2019
Expert Syst. Appl., 2019
ACM Comput. Surv., 2019
Understanding the evolutionary trend of intrinsically structural disorders in cancer relevant proteins as probed by Shannon entropy scoring and structure network analysis.
BMC Bioinform., 2019
Identification of infectious disease-associated host genes using machine learning techniques.
BMC Bioinform., 2019
Improved Fuzzy Clustering using Ensemble based Differential Evolution for Remote Sensing Image.
Proceedings of the TENCON 2019, 2019
Survival Analysis with the Integration of RNA-Seq and Clinical Data to Identify Breast Cancer Subtype Specific Genes.
Proceedings of the Pattern Recognition and Machine Intelligence, 2019
Proceedings of the Pattern Recognition and Machine Intelligence, 2019
Deep Learning for Detection and Localization of Thoracic Diseases Using Chest X-Ray Imagery.
Proceedings of the Artificial Intelligence and Soft Computing, 2019
A new evolutionary rough fuzzy integrated machine learning technique for microRNA selection using next-generation sequencing data of breast cancer.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019
Proceedings of the Intelligence Enabled Research, 2019
A Framework for Allocation of IoT Devices to the Fog Service Providers in Strategic Setting.
Proceedings of the Advances on P2P, Parallel, Grid, Cloud and Internet Computing, 2019
2018
Discovering Perturbation of Modular Structure in HIV Progression by Integrating Multiple Data Sources Through Non-Negative Matrix Factorization.
IEEE ACM Trans. Comput. Biol. Bioinform., 2018
2017
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., 2017
Efficient quantum inspired meta-heuristics for multi-level true colour image thresholding.
Appl. Soft Comput., 2017
A Quasi-Clique Mining Algorithm for Analysis of the Human Protein-Protein Interaction Network.
Proceedings of the Pattern Recognition and Machine Intelligence, 2017
Proceedings of the Hybrid Intelligent Systems, 2017
Convolutional Regression Framework for Human Health Prediction Under Social Influences.
Proceedings of the Communication Systems and Networks - 9th International Conference, 2017
Proceedings of the 9th International Conference on Communication Systems and Networks, 2017
2016
IEEE Trans. Knowl. Data Eng., 2016
IEEE Trans. Comput. Soc. Syst., 2016
Appl. Soft Comput., 2016
New quantum inspired meta-heuristic techniques for multi-level colour image thresholding.
Appl. Soft Comput., 2016
Proceedings of the SMARTGREENS 2016, 2016
Identification of miRNA signature using Next-Generation Sequencing data of prostate cancer.
Proceedings of the 2016 3rd International Conference on Recent Advances in Information Technology (RAIT), 2016
Proceedings of the 2016 International Conference on Advances in Computing, 2016
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
2015
IEEE Trans. Ind. Informatics, 2015
Predicting Protein-Protein Interaction Sites with a Novel Membership Based Fuzzy SVM Classifier.
IEEE ACM Trans. Comput. Biol. Bioinform., 2015
Soc. Netw. Anal. Min., 2015
Variable Weighted Maximal Relevance Minimal Redundancy Criterion for Feature Selection Using Normalized Mutual Information.
J. Multiple Valued Log. Soft Comput., 2015
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., 2015
J. Chem. Inf. Model., 2015
MiRNA-TF-gene network analysis through ranking of biomolecules for multi-informative uterine leiomyoma dataset.
J. Biomed. Informatics, 2015
Inf. Sci., 2015
Int. J. Data Min. Bioinform., 2015
A review of <i>in silico</i> approaches for analysis and prediction of HIV-1-human protein-protein interactions.
Briefings Bioinform., 2015
A multiobjective approach for identifying protein complexes and studying their association in multiple disorders.
Algorithms Mol. Biol., 2015
Analysis of Next-Generation Sequencing Data of miRNA for the Prediction of Breast Cancer.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2015
MaER: A New Ensemble Based Multiclass Classifier for Binding Activity Prediction of HLA Class II Proteins.
Proceedings of the Pattern Recognition and Machine Intelligence, 2015
2014
Guest Editorial: Special Issue on Advances in Multiobjective Evolutionary Algorithms for Data Mining.
IEEE Trans. Evol. Comput., 2014
IEEE Trans. Evol. Comput., 2014
IEEE Trans. Evol. Comput., 2014
Quantum inspired genetic algorithm and particle swarm optimization using chaotic map model based interference for gray level image thresholding.
Swarm Evol. Comput., 2014
Integration of dense subgraph finding with feature clustering for unsupervised feature selection.
Pattern Recognit. Lett., 2014
Knowl. Based Syst., 2014
Inf. Sci., 2014
Incorporating the type and direction information in predicting novel regulatory interactions between HIV-1 and human proteins using a biclustering approach.
BMC Bioinform., 2014
Proceedings of the Sixth International Conference on Communication Systems and Networks, 2014
Proceedings of the BIOINFORMATICS 2014, 2014
Multiobjective Differential Evolution-Based Fuzzy Clustering for MR Brain Image Segmentation.
Proceedings of the Advanced Computational Approaches to Biomedical Engineering, 2014
2013
Reformulated Kemeny Optimal Aggregation with Application in Consensus Ranking of microRNA Targets.
IEEE ACM Trans. Comput. Biol. Bioinform., 2013
Mining Quasi-Bicliques from HIV-1-Human Protein Interaction Network: A Multiobjective Biclustering Approach.
IEEE ACM Trans. Comput. Biol. Bioinform., 2013
IEEE Trans. Biomed. Eng., 2013
Gene-Expression-Based Cancer Subtypes Prediction Through Feature Selection and Transductive SVM.
IEEE Trans. Biomed. Eng., 2013
Integrated Statistical and Rule-Mining Techniques for Dna Methylation and Gene Expression Data Analysis.
J. Artif. Intell. Soft Comput. Res., 2013
Incorporating ϵ-dominance in AMOSA: Application to multiobjective 0/1 knapsack problem and clustering gene expression data.
Appl. Soft Comput., 2013
Coexpression and coregulation analysis of time-series gene expression data in estrogen-induced breast cancer cell.
Algorithms Mol. Biol., 2013
A Consensus Approach for Identification of Protein-Protein Interaction Sites in Homo Sapiens.
Proceedings of the Pattern Recognition and Machine Intelligence, 2013
Fuzzy SVM with a Novel Membership Function for Prediction of Protein-Protein Interaction Sites in Homo sapiens.
Proceedings of the Pattern Recognition and Machine Intelligence, 2013
Proceedings of the Man-Machine Interactions 3, 2013
Categorical data analysis using Multiobjective Differential Evolution based Fuzzy Clustering.
Proceedings of the International Conference on Advances in Computing, 2013
Proceedings of the International Conference on Advances in Computing, 2013
Proceedings of the 2013 IEEE Workshop on Hybrid Intelligent Models and Applications, 2013
Incorporating fuzzy semantic similarity measure in detecting human protein complexes in PPI network: A multiobjective approach.
Proceedings of the FUZZ-IEEE 2013, 2013
Fuzzy rule-based classifier for microarray gene expression data by using a multiobjective PSO-based approach.
Proceedings of the FUZZ-IEEE 2013, 2013
Integrated analysis of gene expression and genome-wide DNA methylation for tumor prediction: An association rule mining-based approach.
Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB), 2013
Springer, ISBN: 978-3-642-40254-8, 2013
2012
IEEE ACM Trans. Comput. Biol. Bioinform., 2012
Int. J. Mach. Learn. Cybern., 2012
IEEE Geosci. Remote. Sens. Lett., 2012
Gene Expression Data Analysis Using Multiobjective Clustering Improved with SVM Based Ensemble.
Silico Biol., 2012
A parallel bi-directional self-organizing neural network (PBDSONN) architecture for color image extraction and segmentation.
Neurocomputing, 2012
Int. J. Data Min. Bioinform., 2012
Elimination of truncation and round off error and enhancement of stability using a new split loop DPLL.
Int. J. Commun. Syst., 2012
GeoInformatica, 2012
δ-TRIMAX: Extracting Triclusters and Analysing Coregulation in Time Series Gene Expression Data.
Proceedings of the Algorithms in Bioinformatics - 12th International Workshop, 2012
Proceedings of the Second International Conference on Soft Computing for Problem Solving, 2012
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2012
A New Approach for Association Rule Mining and Bi-clustering Using Formal Concept Analysis.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2012
Proceedings of the Bioinformatics Research and Applications - 8th International Symposium, 2012
Proceedings of the Intelligent Informatics, 2012
Prediction of Protein Interactions on HIV-1-Human PPI Data using a Novel Closure-based Integrated Approach.
Proceedings of the BIOINFORMATICS 2012 - Proceedings of the International Conference on Bioinformatics Models, Methods and Algorithms, Vilamoura, Algarve, Portugal, 1, 2012
Proceedings of Seventh International Conference on Bio-Inspired Computing: Theories and Applications (BIC-TA 2012), 2012
An Approach for the Ordering of Evaluation of Objectives in Multiobjective Optimization.
Proceedings of Seventh International Conference on Bio-Inspired Computing: Theories and Applications (BIC-TA 2012), 2012
2011
A self-trained ensemble with semisupervised SVM: An application to pixel classification of remote sensing imagery.
Pattern Recognit., 2011
A new line symmetry distance based automatic clustering technique: Application to image segmentation.
Int. J. Imaging Syst. Technol., 2011
Fundam. Informaticae, 2011
Improvement of new automatic differential fuzzy clustering using SVM classifier for microarray analysis.
Expert Syst. Appl., 2011
Appl. Soft Comput., 2011
Appl. Soft Comput., 2011
Appl. Soft Comput., 2011
Selection of GO-Based Semantic Similarity Measures through AMDE for Predicting Protein-Protein Interactions.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2011
Semisupervised pixel classification of remote sensing imagery using transductive SVM.
Proceedings of the International Conference on Recent Trends in Information Systems, 2011
Proceedings of the Pattern Recognition and Machine Intelligence, 2011
Proceedings of the Foundations of Intelligent Systems - 19th International Symposium, 2011
Proceedings of the Man-Machine Interactions 2, 2011
Discovery of MicroRNA markers: An SVM-based multiobjective feature selection approach.
Proceedings of the 2011 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2011
Multiobjective Genetic Algorithms for Clustering - Applications in Data Mining and Bioinformatics.
Springer, ISBN: 978-3-642-16614-3, 2011
2010
IEEE Trans. Syst. Man Cybern. Part A, 2010
Automatic Fuzzy Clustering Using Modified Differential Evolution for Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2010
Fundam. Informaticae, 2010
A Robust Multiple Classifier System for Pixel Classification of Remote Sensing Images.
Fundam. Informaticae, 2010
Simulated annealing based automatic fuzzy clustering combined with ANN classification for analyzing microarray data.
Comput. Oper. Res., 2010
BMC Bioinform., 2010
Cancer Classification using SVM-boosted Multiobjective Differential Fuzzy Clustering.
Proceedings of the STAIRS 2010, 2010
Consensus Multiobjective Differential Crisp Clustering for Categorical Data Analysis.
Proceedings of the Rough Sets and Current Trends in Computing, 2010
Improvement of Differential Crisp Clustering using ANN Classifier for Unsupervised Pixel Classification of Satellite Image.
Proceedings of the ICEIS 2010 - Proceedings of the 12th International Conference on Enterprise Information Systems, Volume 2, AIDSS, Funchal, Madeira, Portugal, June 8, 2010
MOSCFRA: A Multi-objective Genetic Approach for Simultaneous Clustering and Gene Ranking.
Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2010
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
Simultaneous informative gene selection and clustering through multiobjective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
2009
Finding Multiple Coherent Biclusters in Microarray Data Using Variable String Length Multiobjective Genetic Algorithm.
IEEE Trans. Inf. Technol. Biomed., 2009
IEEE Trans. Inf. Technol. Biomed., 2009
Unsupervised Pixel Classification in Satellite Imagery Using Multiobjective Fuzzy Clustering Combined With SVM Classifier.
IEEE Trans. Geosci. Remote. Sens., 2009
IEEE Trans. Evol. Comput., 2009
Towards improving fuzzy clustering using support vector machine: Application to gene expression data.
Pattern Recognit., 2009
Modified differential evolution based fuzzy clustering for pixel classification in remote sensing imagery.
Pattern Recognit., 2009
Multiobjective evolutionary approach to cost-effective traffic grooming in unidirectional SONET/WDM rings.
Photonic Netw. Commun., 2009
A Novel Coherence Measure for Discovering Scaling Biclusters from Gene Expression Data.
J. Bioinform. Comput. Biol., 2009
Combining Pareto-optimal clusters using supervised learning for identifying co-expressed genes.
BMC Bioinform., 2009
High-speed target tracking by fuzzy hostility-induced segmentation of optical flow field.
Appl. Soft Comput., 2009
An Efficient and Reliable Time Variant Three-Entity and Data Authentication of Remote User Using Smart card.
Proceedings of the Sixth International Conference on Information Technology: New Generations, 2009
Proceedings of the Seventh International Conference on Advances in Pattern Recognition, 2009
Multiobjective Genetic Clustering with Ensemble Among Pareto Front Solutions: Application to MRI Brain Image Segmentation.
Proceedings of the Seventh International Conference on Advances in Pattern Recognition, 2009
Unsupervised Satellite Image Segmentation by Combining SA Based Fuzzy Clustering with Support Vector Machine.
Proceedings of the Seventh International Conference on Advances in Pattern Recognition, 2009
An Improved Multi-objective Technique for Fuzzy Clustering with Application to IRS Image Segmentation.
Proceedings of the Applications of Evolutionary Computing, 2009
Refining Genetic Algorithm Based Fuzzy Clustering through Supervised Learning for Unsupervised Cancer Classification.
Proceedings of the Evolutionary Computation, 2009
Unsupervised cancer classification through SVM-boosted multiobjective fuzzy clustering with majority voting ensemble.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009
Analysis of microarray data using multiobjective variable string length genetic fuzzy clustering.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009
2008
IEEE Trans. Syst. Man Cybern. Part C, 2008
IEEE Trans. Evol. Comput., 2008
Unsupervised Pixel Classification in Satellite Imagery: A Two-stage Fuzzy Clustering Approach.
Fundam. Informaticae, 2008
A framework for an artificial immunity and speech based navigation for mobile robots.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
Combining multiobjective fuzzy clustering and probabilistic ANN classifier for unsupervised pattern classification: Application to satellite image segmentation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
Multiobjective fuzzy biclustering in microarray data: Method and a new performance measure.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
2007
Multiobjective Genetic Clustering for Pixel Classification in Remote Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens., 2007
Binary object extraction using bi-directional self-organizing neural network (BDSONN) architecture with fuzzy context sensitive thresholding.
Pattern Anal. Appl., 2007
Proceedings of the 10th International Conference on Information Technology, 2007
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
Proceedings of the Analysis of Biological Data: A Soft Computing Approach, 2007
Proceedings of the Analysis of Biological Data: A Soft Computing Approach, 2007
2006
Clustering using Multi-objective Genetic Algorithm and its Application to Image Segmentation.
Proceedings of the IEEE International Conference on Systems, 2006
A New Symmetry Based Cluster Validity Index: Application to Satellite Image Segmentation.
Proceedings of the 9th International Conference in Information Technology, 2006
Proceedings of the 9th International Conference in Information Technology, 2006
2005
Proceedings of the Handbook of Bioinspired Algorithms and Applications., 2005
Proceedings of the Handbook of Bioinspired Algorithms and Applications., 2005
J. Bioinform. Comput. Biol., 2005
A study of some fuzzy cluster validity indices, genetic clustering and application to pixel classification.
Fuzzy Sets Syst., 2005
2004
2003
Fuzzy partitioning using a real-coded variable-length genetic algorithm for pixel classification.
IEEE Trans. Geosci. Remote. Sens., 2003
A goal programming procedure for fuzzy multiobjective linear fractional programming problem.
Fuzzy Sets Syst., 2003
Proceedings of the 16th International Conference on VLSI Design (VLSI Design 2003), 2003
Evolutionary Approach to Solve the Complex-Triangle Elimination (CTE) Problem of VLSI Floor-planning.
Proceedings of the 1st Indian International Conference on Artificial Intelligence, 2003
Pattern Discovery in Graphs: A Hierarchical Approach.
Proceedings of the 1st Indian International Conference on Artificial Intelligence, 2003
Efficient BIST design for sequential machines using FiF-FoF values in machine states.
Proceedings of the 2003 Asia and South Pacific Design Automation Conference, 2003
2002
Pattern Recognit., 2002
Genetic clustering for automatic evolution of clusters and application to image classification.
Pattern Recognit., 2002
IEEE Trans. Pattern Anal. Mach. Intell., 2002
An evolutionary technique based on K-Means algorithm for optimal clustering in R<sup>N</sup>.
Inf. Sci., 2002
Clustering Using Annealing Evolution: Application to Pixel Classification of Satellite Images.
Proceedings of the ICVGIP 2002, 2002
Efficient Object Extraction Using Fuzzy Cardinality Based Thresholding, Hopfield Network.
Proceedings of the ICVGIP 2002, 2002
Enhancing Structure Discovery for Data Mining in Graphical Databases Using Evolutionary Programming.
Proceedings of the Fifteenth International Florida Artificial Intelligence Research Society Conference, 2002
2001
IEEE Trans. Syst. Man Cybern. Syst., 2001
Int. J. Pattern Recognit. Artif. Intell., 2001
2000
J. Syst. Archit., 2000
1998