Ujjwal Maulik
According to our database1,
Ujjwal Maulik
authored at least 170 papers
between 1998 and 2019.
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Bibliography
2019
Integrated Rough Fuzzy Clustering for Categorical data Analysis.
Fuzzy Sets and Systems, 2019
Recursive Memetic Algorithm for gene selection in microarray data.
Expert Syst. Appl., 2019
Understanding Deep Learning Techniques for Image Segmentation.
CoRR, 2019
Understanding the evolutionary trend of intrinsically structural disorders in cancer relevant proteins as probed by Shannon entropy scoring and structure network analysis.
BMC Bioinformatics, 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
DaNSe: A Dilated Causal Convolutional Network Based Model for Load Forecasting.
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
2018
Discovering Perturbation of Modular Structure in HIV Progression by Integrating Multiple Data Sources Through Non-Negative Matrix Factorization.
IEEE/ACM Trans. Comput. Biology 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. of AI, 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
Improving Modified Differential Evolution for Fuzzy Clustering.
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
Convolutional regression framework for health behavior prediction.
Proceedings of the 9th International Conference on Communication Systems and Networks, 2017
2016
A Game Theory Inspired Approach to Stable Core Decomposition on Weighted Networks.
IEEE Trans. Knowl. Data Eng., 2016
Stability of Consensus Node Orderings Under Imperfect Network Data.
IEEE Trans. Comput. Social Systems, 2016
Rough Possibilistic Type-2 Fuzzy C-Means clustering for MR brain image segmentation.
Appl. Soft Comput., 2016
New quantum inspired meta-heuristic techniques for multi-level colour image thresholding.
Appl. Soft Comput., 2016
Preface.
Appl. Soft Comput., 2016
Economical Analysis of Flexibility in Micro Grids.
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
Biomarker identification using next generation sequencing data of RNA.
Proceedings of the 2016 International Conference on Advances in Computing, 2016
A new evolutionary microRNA marker selection using next-generation sequencing data.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
2015
Nonintrusive Load Monitoring: A Temporal Multilabel Classification Approach.
IEEE Trans. Industrial Informatics, 2015
Predicting Protein-Protein Interaction Sites with a Novel Membership Based Fuzzy SVM Classifier.
IEEE/ACM Trans. Comput. Biology Bioinform., 2015
Community detection based on strong Nash stable graph partition.
Social Netw. Analys. Mining, 2015
Variable Weighted Maximal Relevance Minimal Redundancy Criterion for Feature Selection Using Normalized Mutual Information.
Multiple-Valued Logic and Soft Computing, 2015
Prediction of protein subcellular localization by incorporating multiobjective PSO-based feature subset selection into the general form of Chou's PseAAC.
Med. Biol. Engineering and Computing, 2015
Ensemble based rough fuzzy clustering for categorical data.
Knowl.-Based Syst., 2015
Binding Activity Prediction of Cyclin-Dependent Inhibitors.
Journal of Chemical Information and Modeling, 2015
MiRNA-TF-gene network analysis through ranking of biomolecules for multi-informative uterine leiomyoma dataset.
Journal of Biomedical Informatics, 2015
Priority based ∈ dominance: A new measure in multiobjective optimization.
Inf. Sci., 2015
Gene microarray data analysis using parallel point-symmetry-based clustering.
IJDMB, 2015
A Survey of Multiobjective Evolutionary Clustering.
ACM Comput. Surv., 2015
A review of in silico approaches for analysis and prediction of HIV-1-human protein-protein interactions.
Briefings in Bioinformatics, 2015
A multiobjective approach for identifying protein complexes and studying their association in multiple disorders.
Algorithms for Molecular Biology, 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. Evolutionary Computation, 2014
Survey of Multiobjective Evolutionary Algorithms for Data Mining: Part II.
IEEE Trans. Evolutionary Computation, 2014
A Survey of Multiobjective Evolutionary Algorithms for Data Mining: Part I.
IEEE Trans. Evolutionary Computation, 2014
Quantum inspired genetic algorithm and particle swarm optimization using chaotic map model based interference for gray level image thresholding.
Swarm and Evolutionary Computation, 2014
Integration of dense subgraph finding with feature clustering for unsupervised feature selection.
Pattern Recognition Letters, 2014
Multi-level thresholding using quantum inspired meta-heuristics.
Knowl.-Based Syst., 2014
Incremental learning based multiobjective fuzzy clustering for categorical data.
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 Bioinformatics, 2014
A strong Nash stability based approach to minimum quasi clique partitioning.
Proceedings of the Sixth International Conference on Communication Systems and Networks, 2014
Application of RotaSVM for HLA Class II Protein-Peptide Interaction Prediction.
Proceedings of the BIOINFORMATICS 2014, 2014
2013
Reformulated Kemeny Optimal Aggregation with Application in Consensus Ranking of microRNA Targets.
IEEE/ACM Trans. Comput. Biology Bioinform., 2013
Mining Quasi-Bicliques from HIV-1-Human Protein Interaction Network: A Multiobjective Biclustering Approach.
IEEE/ACM Trans. Comput. Biology Bioinform., 2013
An Interactive Approach to Multiobjective Clustering of Gene Expression Patterns.
IEEE Trans. Biomed. Engineering, 2013
Gene-Expression-Based Cancer Subtypes Prediction Through Feature Selection and Transductive SVM.
IEEE Trans. Biomed. Engineering, 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 for Molecular Biology, 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
Multiobjective Differential Evolution: A Comparative Study on Benchmark Problems.
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
New quantum inspired meta-heuristic methods for multi-level thresholding.
Proceedings of the International Conference on Advances in Computing, 2013
Hybrid evolutionary multiobjective fuzzy c-medoids clustering of categorical data.
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
Soft Computing for Image and Multimedia Data Processing
Springer, ISBN: 978-3-642-40254-8, 2013
2012
Weighted Markov Chain Based Aggregation of Biomolecule Orderings.
IEEE/ACM Trans. Comput. Biology Bioinform., 2012
DBETH: A Database of Bacterial Exotoxins for Human.
Nucleic Acids Research, 2012
A novel semisupervised SVM for pixel classification of remote sensing imagery.
Int. J. Machine Learning & Cybernetics, 2012
SVMeFC: SVM Ensemble Fuzzy Clustering for Satellite Image Segmentation.
IEEE Geosci. Remote Sensing Lett., 2012
Gene Expression Data Analysis Using Multiobjective Clustering Improved with SVM Based Ensemble.
In Silico Biology, 2012
A parallel bi-directional self-organizing neural network (PBDSONN) architecture for color image extraction and segmentation.
Neurocomputing, 2012
Improved differential evolution for microarray analysis.
IJDMB, 2012
Elimination of truncation and round off error and enhancement of stability using a new split loop DPLL.
Int. J. Communication Systems, 2012
Efficient parallel algorithm for pixel classification in remote sensing imagery.
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
Soft Computing Approach for VLSI Mincut Partitioning: The State of the Arts.
Proceedings of the Second International Conference on Soft Computing for Problem Solving, 2012
Rough Set Based Fuzzy K-Modes for Categorical Data.
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
Score Based Aggregation of microRNA Target Orderings.
Proceedings of the Bioinformatics Research and Applications - 8th International Symposium, 2012
Protein Secondary Structure Prediction Using Machine Learning.
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
Application of High Quality Amino Acid Indices to AMS 3.0: A Update Note.
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 Recognition, 2011
A new line symmetry distance based automatic clustering technique: Application to image segmentation.
Int. J. Imaging Systems and Technology, 2011
Unsupervised and Supervised Learning Approaches Together for Microarray Analysis.
Fundam. Inform., 2011
Improvement of new automatic differential fuzzy clustering using SVM classifier for microarray analysis.
Expert Syst. Appl., 2011
A new multi-objective technique for differential fuzzy clustering.
Appl. Soft Comput., 2011
A multiobjective approach to MR brain image segmentation.
Appl. Soft Comput., 2011
Analysis of gene microarray data in a soft computing framework.
Appl. Soft Comput., 2011
Multilevel image segmentation with adaptive image context based thresholding.
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
Finding Bicliques in Digraphs: Application into Viral-Host Protein Interactome.
Proceedings of the Pattern Recognition and Machine Intelligence, 2011
PMAFC: A New Probabilistic Memetic Algorithm Based Fuzzy Clustering.
Proceedings of the Foundations of Intelligent Systems - 19th International Symposium, 2011
Multiobjective Differential Crisp Clustering for Evaluation of Clusters Dynamically.
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
Integrating Clustering and Supervised Learning for Categorical Data Analysis.
IEEE Trans. Systems, Man, and Cybernetics, Part A, 2010
Automatic Fuzzy Clustering Using Modified Differential Evolution for Image Classification.
IEEE Trans. Geoscience and Remote Sensing, 2010
Evolutionary Rough Parallel Multi-Objective Optimization Algorithm.
Fundam. Inform., 2010
A Robust Multiple Classifier System for Pixel Classification of Remote Sensing Images.
Fundam. Inform., 2010
Use of symmetry and stability for data clustering.
Evolutionary Intelligence, 2010
Simulated annealing based automatic fuzzy clustering combined with ANN classification for analyzing microarray data.
Computers & OR, 2010
SFSSClass: an integrated approach for miRNA based tumor classification.
BMC Bioinformatics, 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
Real-coded differential crisp clustering for MRI brain image segmentation.
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. Information Technology in Biomedicine, 2009
Medical Image Segmentation Using Genetic Algorithms.
IEEE Trans. Information Technology in Biomedicine, 2009
Unsupervised Pixel Classification in Satellite Imagery Using Multiobjective Fuzzy Clustering Combined With SVM Classifier.
IEEE Trans. Geoscience and Remote Sensing, 2009
Multiobjective Genetic Algorithm-Based Fuzzy Clustering of Categorical Attributes.
IEEE Trans. Evolutionary Computation, 2009
Towards improving fuzzy clustering using support vector machine: Application to gene expression data.
Pattern Recognition, 2009
Modified differential evolution based fuzzy clustering for pixel classification in remote sensing imagery.
Pattern Recognition, 2009
Multiobjective evolutionary approach to cost-effective traffic grooming in unidirectional SONET/WDM rings.
Photonic Network Communications, 2009
A Novel Coherence Measure for Discovering Scaling Biclusters from Gene Expression Data.
J. Bioinformatics and Computational Biology, 2009
Combining Pareto-optimal clusters using supervised learning for identifying co-expressed genes.
BMC Bioinformatics, 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
Parallel Point Symmetry Based Clustering for Gene Microarray Data.
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
Hierarchical Pattern Discovery in Graphs.
IEEE Trans. Systems, Man, and Cybernetics, Part C, 2008
Gene Identification: Classical and Computational Intelligence Approaches.
IEEE Trans. Systems, Man, and Cybernetics, Part C, 2008
A Simulated Annealing-Based Multiobjective Optimization Algorithm: AMOSA.
IEEE Trans. Evolutionary Computation, 2008
Unsupervised Pixel Classification in Satellite Imagery: A Two-stage Fuzzy Clustering Approach.
Fundam. Inform., 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. Geoscience and Remote Sensing, 2007
Binary object extraction using bi-directional self-organizing neural network (BDSONN) architecture with fuzzy context sensitive thresholding.
Pattern Anal. Appl., 2007
An improved algorithm for clustering gene expression data.
Bioinformatics, 2007
Multiobjective Genetic Fuzzy Clustering of Categorical Attributes.
Proceedings of the 10th International Conference on Information Technology, 2007
Multiobjective approach to categorical data clustering.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
Multiobjective Evolutionary Approach to Fuzzy Clustering of Microarray Data.
Proceedings of the Analysis of Biological Data: A Soft Computing Approach, 2007
In Silico Design of Ligands Using Properties of Target Active Sites.
Proceedings of the Analysis of Biological Data: A Soft Computing Approach, 2007
2006
Clustering distributed data streams in peer-to-peer environments.
Inf. Sci., 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
Efficient Two-stage Fuzzy Clustering of Microarray Gene Expression Data.
Proceedings of the 9th International Conference in Information Technology, 2006
2005
Minimization of SADMs in Unidirectional SONET/WDM Rings Using Genetic Algorithms.
Proceedings of the Handbook of Bioinspired Algorithms and Applications., 2005
Medical Imaging and Diagnosis Using Genetic Algorithms.
Proceedings of the Handbook of Bioinspired Algorithms and Applications., 2005
Active Site Driven Ligand Design: an Evolutionary Approach.
J. Bioinformatics and Computational Biology, 2005
A study of some fuzzy cluster validity indices, genetic clustering and application to pixel classification.
Fuzzy Sets and Systems, 2005
2004
Validity index for crisp and fuzzy clusters.
Pattern Recognition, 2004
2003
Fuzzy partitioning using a real-coded variable-length genetic algorithm for pixel classification.
IEEE Trans. Geoscience and Remote Sensing, 2003
A goal programming procedure for fuzzy multiobjective linear fractional programming problem.
Fuzzy Sets and Systems, 2003
Exploiting Ghost-FSMs as a BIST Structure for Sequential Machines.
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
Efficient prototype reordering in nearest neighbor classification.
Pattern Recognition, 2002
Genetic clustering for automatic evolution of clusters and application to image classification.
Pattern Recognition, 2002
Performance Evaluation of Some Clustering Algorithms and Validity Indices.
IEEE Trans. Pattern Anal. Mach. Intell., 2002
An evolutionary technique based on K-Means algorithm for optimal clustering in RN.
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
SAFE: An Efficient Feature Extraction Technique.
Knowl. Inf. Syst., 2001
Clustering Using Simulated Annealing with Probabilistic Redistribution.
IJPRAI, 2001
2000
Genetic algorithm-based clustering technique.
Pattern Recognition, 2000
Fault tolerant permutation mapping in multistage interconnection network.
Journal of Systems Architecture, 2000
1998
Incorporating Chromosome Differentaition in Genetic Algorithms.
Inf. Sci., 1998