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


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