Sanghamitra Bandyopadhyay

Neural Comput. Appl., September, 2023

A scalable unsupervised learning of scRNAseq data detects rare cells through integration of structure-preserving embedding, clustering and outlier detection.

[BibT_eX]

[DOI]

Sikim Chakraborty

Briefings Bioinform., May, 2023

IV-GNN : interval valued data handling using graph neural network.

[BibT_eX]

[DOI]

Sucheta Dawn

Appl. Intell., March, 2023

A Survey on Multi-Objective based Parameter Optimization for Deep Learning.

[BibT_eX]

[DOI]

Mrittika Chakraborty

Wreetbhas Pal

CoRR, 2023

GraphEx: A User-Centric Model-Level Explainer for Graph Neural Networks.

[BibT_eX]

[DOI]

Sayan Saha

Proceedings of the First Tiny Papers Track at ICLR 2023, 2023

Two-Dimensional Pheromone in Ant Colony Optimization.

[BibT_eX]

[DOI]

Grazyna Starzec

Mateusz Starzec

Leszek Rutkowski

Marek Kisiel-Dorohinicki

Aleksander Byrski

Proceedings of the Computational Collective Intelligence - 15th International Conference, 2023

2022

A Multilayered Adaptive Recurrent Incremental Network Model for Heterogeneity-Aware Prediction of Derived Remote Sensing Image Time Series.

[BibT_eX]

[DOI]

Soumya K. Ghosh

IEEE Trans. Geosci. Remote. Sens., 2022

A Deep Integrated Framework for Predicting SARS-CoV2-Human Protein-Protein Interaction.

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput. Intell., 2022

A Novel Graph Topology-Based GO-Similarity Measure for Signature Detection From Multi-Omics Data and its Application to Other Problems.

[BibT_eX]

[DOI]

Sikim Chakraborty

IEEE ACM Trans. Comput. Biol. Bioinform., 2022

A copula based topology preserving graph convolution network for clustering of single-cell RNA-seq data.

[BibT_eX]

[DOI]

PLoS Comput. Biol., 2022

GraMMy: Graph representation learning based on micro-macro analysis.

[BibT_eX]

[DOI]

Sucheta Dawn

Neurocomputing, 2022

sc-REnF: An entropy guided robust feature selection for single-cell RNA-seq data.

[BibT_eX]

[DOI]

Abhik Ghosh

Briefings Bioinform., 2022

Deep variational graph autoencoders for novel host-directed therapy options against COVID-19.

[BibT_eX]

[DOI]

Alexander Schönhuth

Artif. Intell. Medicine, 2022

A Model-Centric Explainer for Graph Neural Network based Node Classification.

[BibT_eX]

[DOI]

Sayan Saha

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

Smart Handheld Based Human Activity Recognition Using Multiple Instance Multiple Label Learning.

[BibT_eX]

[DOI]

Jayita Saha

Wirel. Pers. Commun., 2021

Colored Network Motif Analysis by Dynamic Programming Approach: An Application in Host Pathogen Interaction Network.

[BibT_eX]

[DOI]

Sourav Biswas

IEEE ACM Trans. Comput. Biol. Bioinform., 2021

Decomposition in decision and objective space for multi-modal multi-objective optimization.

[BibT_eX]

[DOI]

Swarm Evol. Comput., 2021

Stable feature selection using copula based mutual information.

[BibT_eX]

[DOI]

Pattern Recognit., 2021

RgCop-A regularized copula based method for gene selection in single-cell RNA-seq data.

[BibT_eX]

[DOI]

PLoS Comput. Biol., 2021

A detailed human activity transition recognition framework for grossly labeled data from smartphone accelerometer.

[BibT_eX]

[DOI]

Jayita Saha

Multim. Tools Appl., 2021

Supervised feature selection using integration of densest subgraph finding with floating forward-backward search.

[BibT_eX]

[DOI]

Inf. Sci., 2021

Novel weighted ensemble classifier for smartphone based indoor localization.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2021

S-conLSH: alignment-free gapped mapping of noisy long reads.

[BibT_eX]

[DOI]

Angana Chakraborty

Burkhard Morgenstern

BMC Bioinform., 2021

2020

WeCoMXP: Weighted Connectivity Measure Integrating Co-Methylation, Co-Expression and Protein-Protein Interactions for Gene-Module Detection.

[BibT_eX]

[DOI]

IEEE ACM Trans. Comput. Biol. Bioinform., 2020

conLSH: Context based Locality Sensitive Hashing for mapping of noisy SMRT reads.

[BibT_eX]

[DOI]

Angana Chakraborty

Comput. Biol. Chem., 2020

Improved dropClust R package with integrative analysis support for scRNA-seq data.

[BibT_eX]

[DOI]

Pradyumn Sinha

Ritwik Saha

Bioinform., 2020

Uniform distribution driven adaptive differential evolution.

[BibT_eX]

[DOI]

Raunak Sengupta

Appl. Intell., 2020

2019

JUIndoorLoc: A Ubiquitous Framework for Smartphone-Based Indoor Localization Subject to Context and Device Heterogeneity.

[BibT_eX]

[DOI]

Priya Roy

Wirel. Pers. Commun., 2019

Identification of Multiview Gene Modules Using Mutual Information-Based Hypograph Mining.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2019

Topo2Vec: A Novel Node Embedding Generation Based on Network Topology for Link Prediction.

[BibT_eX]

[DOI]

Subhasis Chakraborty

Rounaq Choudhuri

Sayan Bose

IEEE Trans. Comput. Soc. Syst., 2019

NAEMO: Neighborhood-sensitive archived evolutionary many-objective optimization algorithm.

[BibT_eX]

[DOI]

Raunak Sengupta

Swarm Evol. Comput., 2019

ESOEA: Ensemble of single objective evolutionary algorithms for many-objective optimization.

[BibT_eX]

[DOI]

Swarm Evol. Comput., 2019

A Many Objective Optimization Approach for Transfer Learning in EEG Classification.

[BibT_eX]

[DOI]

Saugat Bhattacharyya

CoRR, 2019

An l1-Norm Regularized Copula Based Feature Selection.

[BibT_eX]

[DOI]

Proceedings of the ISCSIC 2019: 3rd International Symposium on Computer Science and Intelligent Control, 2019

Differential evolution for multi-modal multi-objective problems.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

2018

Integrating Multiple Data Sources for Combinatorial Marker Discovery: A Study in Tumorigenesis.

[BibT_eX]

[DOI]

IEEE ACM Trans. Comput. Biol. Bioinform., 2018

Structure-Aware Principal Component Analysis for Single-Cell RNA-seq Data.

[BibT_eX]

[DOI]

J. Comput. Biol., 2018

DECOR: Differential Evolution using Clustering based Objective Reduction for many-objective optimization.

[BibT_eX]

[DOI]

Inf. Sci., 2018

Consensus of Subjective Preferences of Multiple Occupants for Building Energy Management.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

Multi-Objective Optimization Approaches in Biological Learning System on Microarray Data.

[BibT_eX]

[DOI]

Soumita Seth

Jianjiao Chen

Proceedings of the Multi-Objective Optimization - Evolutionary to Hybrid Framework, 2018

2017

A Scoring Scheme for Online Feature Selection: Simulating Model Performance Without Retraining.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2017

A New Feature Vector Based on Gene Ontology Terms for Protein-Protein Interaction Prediction.

[BibT_eX]

[DOI]

IEEE ACM Trans. Comput. Biol. Bioinform., 2017

Multi-size patch based collaborative representation for Palm Dorsa Vein Pattern recognition by enhanced ensemble learning with modified interactive artificial bee colony algorithm.

[BibT_eX]

[DOI]

Sandip Joardar

Amitava Chatterjee

Eng. Appl. Artif. Intell., 2017

Analysis of Optimizers to Regulate Occupant's Actions for Building Energy Management.

[BibT_eX]

[DOI]

Raunak Sengupta

Proceedings of the Ninth International Conference on Advances in Pattern Recognition, 2017

2016

Discovering Condition Specific Topological Pattern Changes in Coexpression Network: An Application to HIV-1 Progression.

[BibT_eX]

[DOI]

IEEE ACM Trans. Comput. Biol. Bioinform., 2016

Use of line based symmetry for developing cluster validity indices.

[BibT_eX]

[DOI]

Sudipta Acharya

Soft Comput., 2016

A NMF based approach for integrating multiple data sources to predict HIV-1-human PPIs.

[BibT_eX]

[DOI]

BMC Bioinform., 2016

Clustering based online automatic objective reduction to aid many-objective optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

An ensemble of condition based classifiers for indoor localization.

[BibT_eX]

[DOI]

Priya Roy

Proceedings of the 2016 IEEE International Conference on Advanced Networks and Telecommunications Systems, 2016

2015

FOCS: Fast Overlapped Community Search.

[BibT_eX]

[DOI]

Garisha Chowdhary

IEEE Trans. Knowl. Data Eng., 2015

Nonintrusive Load Monitoring: A Temporal Multilabel Classification Approach.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2015

An Algorithm for Many-Objective Optimization With Reduced Objective Computations: A Study in Differential Evolution.

[BibT_eX]

[DOI]

Arpan Mukherjee

IEEE Trans. Evol. Comput., 2015

Variable Weighted Maximal Relevance Minimal Redundancy Criterion for Feature Selection Using Normalized Mutual Information.

[BibT_eX]

[DOI]

J. Multiple Valued Log. Soft Comput., 2015

Finding quasi core with simulated stacked neural networks.

[BibT_eX]

[DOI]

Inf. Sci., 2015

Priority based ∈ dominance: A new measure in multiobjective optimization.

[BibT_eX]

[DOI]

Rudrasis Chakraborty

Inf. Sci., 2015

Unsupervised feature selection using an improved version of Differential Evolution.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2015

A Survey of Multiobjective Evolutionary Clustering.

[BibT_eX]

[DOI]

ACM Comput. Surv., 2015

A review of <i>in silico</i> approaches for analysis and prediction of HIV-1-human protein-protein interactions.

[BibT_eX]

[DOI]

Briefings Bioinform., 2015

Simultaneous feature selection and symmetry based clustering using multiobjective framework.

[BibT_eX]

[DOI]

Rachamadugu Spandana

Asif Ekbal

Appl. Soft Comput., 2015

A multiobjective approach for identifying protein complexes and studying their association in multiple disorders.

[BibT_eX]

[DOI]

Algorithms Mol. Biol., 2015

Event extraction from cancer genetics literature.

[BibT_eX]

[DOI]

Utpal Garain

Proceedings of the Eighth International Conference on Advances in Pattern Recognition, 2015

A fuzzy citation-kNN algorithm for multiple instance learning.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

Ties that matter.

[BibT_eX]

[DOI]

Garisha Chowdhary

Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

2014

Guest Editorial: Special Issue on Advances in Multiobjective Evolutionary Algorithms for Data Mining.

[BibT_eX]

[DOI]

Carlos Artemio Coello Coello

Witold Pedrycz

IEEE Trans. Evol. Comput., 2014

Survey of Multiobjective Evolutionary Algorithms for Data Mining: Part II.

[BibT_eX]

[DOI]

Carlos A. Coello Coello

IEEE Trans. Evol. Comput., 2014

A Survey of Multiobjective Evolutionary Algorithms for Data Mining: Part I.

[BibT_eX]

[DOI]

Carlos Artemio Coello Coello

IEEE Trans. Evol. Comput., 2014

A New Path Based Hybrid Measurefor Gene Ontology Similarity.

[BibT_eX]

[DOI]

IEEE ACM Trans. Comput. Biol. Bioinform., 2014

A Survey and Comparative Study of Statistical Tests for Identifying Differential Expressionfrom Microarray Data.

[BibT_eX]

[DOI]

IEEE ACM Trans. Comput. Biol. Bioinform., 2014

Integration of dense subgraph finding with feature clustering for unsupervised feature selection.

[BibT_eX]

[DOI]

Pabitra Mitra

Pattern Recognit. Lett., 2014

Estimating Completeness in Streaming Graphs.

[BibT_eX]

[DOI]

Supratim Bhattacharya

Proceedings of the Workshops of the EDBT/ICDT 2014 Joint Conference (EDBT/ICDT 2014), 2014

A strong Nash stability based approach to minimum quasi clique partitioning.

[BibT_eX]

[DOI]

Srinka Basu

Proceedings of the Sixth International Conference on Communication Systems and Networks, 2014

2013

A Clustering Approach to Image Retrieval Using Range Based Query and Mahalanobis Distance.

[BibT_eX]

[DOI]

Minakshi Banerjee

Proceedings of the Rough Sets and Intelligent Systems - Professor Zdzisław Pawlak in Memoriam, 2013

Reformulated Kemeny Optimal Aggregation with Application in Consensus Ranking of microRNA Targets.

[BibT_eX]

[DOI]

Aroonalok Pyne

IEEE ACM Trans. Comput. Biol. Bioinform., 2013

Mining Quasi-Bicliques from HIV-1-Human Protein Interaction Network: A Multiobjective Biclustering Approach.

[BibT_eX]

[DOI]

Roland Eils

IEEE ACM Trans. Comput. Biol. Bioinform., 2013

An Interactive Approach to Multiobjective Clustering of Gene Expression Patterns.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2013

A New Approach for Combining Knowledge From Multiple Coexpression Networks of MicroRNAs.

[BibT_eX]

[DOI]

Manali Das

IEEE Trans. Biomed. Eng., 2013

Gene expression data clustering using a multiobjective symmetry based clustering technique.

[BibT_eX]

[DOI]

Asif Ekbal

Kshitija Gupta

Comput. Biol. Medicine, 2013

A generalized automatic clustering algorithm in a multiobjective framework.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2013

Incorporating ϵ-dominance in AMOSA: Application to multiobjective 0/1 knapsack problem and clustering gene expression data.

[BibT_eX]

[DOI]

Rudrasis Chakraborty

Appl. Soft Comput., 2013

Coexpression and coregulation analysis of time-series gene expression data in estrogen-induced breast cancer cell.

[BibT_eX]

[DOI]

Edgar Wingender

Algorithms Mol. Biol., 2013

Hybrid evolutionary multiobjective fuzzy c-medoids clustering of categorical data.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB), 2013

Unsupervised Classification - Similarity Measures, Classical and Metaheuristic Approaches, and Applications.

[BibT_eX]

[DOI]

Springer, ISBN: 978-3-642-32450-5, 2013

2012

Weighted Markov Chain Based Aggregation of Biomolecule Orderings.

[BibT_eX]

[DOI]

IEEE ACM Trans. Comput. Biol. Bioinform., 2012

De Novo Design of Potential RecA Inhibitors Using MultiObjective Optimization.

[BibT_eX]

[DOI]

Soumi Sengupta

IEEE ACM Trans. Comput. Biol. Bioinform., 2012

A Weighted Power Framework for Integrating Multisource Information: Gene Function Prediction in Yeast.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2012

SVMeFC: SVM Ensemble Fuzzy Clustering for Satellite Image Segmentation.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2012

Gene Expression Data Analysis Using Multiobjective Clustering Improved with SVM Based Ensemble.

[BibT_eX]

[DOI]

Silico Biol., 2012

Improved differential evolution for microarray analysis.

[BibT_eX]

[DOI]

Int. J. Data Min. Bioinform., 2012

miRT: A Database of Validated Transcription Start Sites of Human MicroRNAs.

[BibT_eX]

[DOI]

Manali Das

Genom. Proteom. Bioinform., 2012

Some connectivity based cluster validity indices.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2012

δ-TRIMAX: Extracting Triclusters and Analysing Coregulation in Time Series Gene Expression Data.

[BibT_eX]

[DOI]

Edgar Wingender

Proceedings of the Algorithms in Bioinformatics - 12th International Workshop, 2012

A New Approach for Association Rule Mining and Bi-clustering Using Formal Concept Analysis.

[BibT_eX]

[DOI]

Kartick Chandra Mondal

Nicolas Pasquier

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2012

Bounds on Quasi-Completeness.

[BibT_eX]

[DOI]

Proceedings of the Combinatorial Algorithms, 23rd International Workshop, 2012

Score Based Aggregation of microRNA Target Orderings.

[BibT_eX]

[DOI]

Proceedings of the Bioinformatics Research and Applications - 8th International Symposium, 2012

Protein Secondary Structure Prediction Using Machine Learning.

[BibT_eX]

[DOI]

Asif Ekbal

Sidharth Sharma

Proceedings of the Intelligent Informatics, 2012

An Approach for the Ordering of Evaluation of Objectives in Multiobjective Optimization.

[BibT_eX]

[DOI]

Preeti Gupta

Proceedings of Seventh International Conference on Bio-Inspired Computing: Theories and Applications (BIC-TA 2012), 2012

2011

Genetic algorithms for clustering and fuzzy clustering.

[BibT_eX]

[DOI]

WIREs Data Mining Knowl. Discov., 2011

Multiobjective Simulated Annealing for Fuzzy Clustering With Stability and Validity.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part C, 2011

A Biologically Inspired Measure for Coexpression Analysis.

[BibT_eX]

[DOI]

IEEE ACM Trans. Comput. Biol. Bioinform., 2011

On principle axis based line symmetry clustering techniques.

[BibT_eX]

[DOI]

Memetic Comput., 2011

Unsupervised and Supervised Learning Approaches Together for Microarray Analysis.

[BibT_eX]

[DOI]

Fundam. Informaticae, 2011

Use of a fuzzy granulation-degranulation criterion for assessing cluster validity.

[BibT_eX]

[DOI]

Witold Pedrycz

Fuzzy Sets Syst., 2011

Improvement of new automatic differential fuzzy clustering using SVM classifier for microarray analysis.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2011

Automatic MR brain image segmentation using a multiseed based multiobjective clustering approach.

[BibT_eX]

[DOI]

Appl. Intell., 2011

Finding Bicliques in Digraphs: Application into Viral-Host Protein Interactome.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Machine Intelligence, 2011

Discovery of MicroRNA markers: An SVM-based multiobjective feature selection approach.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Springer, ISBN: 978-3-642-16614-3, 2011

2010

Integrating Clustering and Supervised Learning for Categorical Data Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part A, 2010

A symmetry based multiobjective clustering technique for automatic evolution of clusters.

[BibT_eX]

[DOI]

Pattern Recognit., 2010

Application of a Multiseed-Based Clustering Technique for Automatic Satellite Image Segmentation.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2010

A new multiobjective clustering technique based on the concepts of stability and symmetry.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2010

SFSSClass: an integrated approach for miRNA based tumor classification.

[BibT_eX]

[DOI]

Ramkrishna Mitra

Michael Q. Zhang

BMC Bioinform., 2010

PuTmiR: A database for extracting neighboring transcription factors of human microRNAs.

[BibT_eX]

[DOI]

BMC Bioinform., 2010

Cancer Classification using SVM-boosted Multiobjective Differential Fuzzy Clustering.

[BibT_eX]

[DOI]

Proceedings of the STAIRS 2010, 2010

Consensus Multiobjective Differential Crisp Clustering for Categorical Data Analysis.

[BibT_eX]

[DOI]

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.

[BibT_eX]

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.

[BibT_eX]

[DOI]

Kartick Chandra Mondal

Nicolas Pasquier

Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2010

Real-coded differential crisp clustering for MRI brain image segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Simultaneous informative gene selection and clustering through multiobjective optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009

Performance Evaluation of Some Symmetry-Based Cluster Validity Indexes.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part C, 2009

Finding Multiple Coherent Biclusters in Microarray Data Using Variable String Length Multiobjective Genetic Algorithm.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Technol. Biomed., 2009

Multiobjective Genetic Algorithm-Based Fuzzy Clustering of Categorical Attributes.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2009

Combining Multisource Information Through Functional-Annotation-Based Weighting: Gene Function Prediction in Yeast.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2009

A new multiobjective simulated annealing based clustering technique using symmetry.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2009

Solving maximum fuzzy clique problem with neural networks and its applications.

[BibT_eX]

[DOI]

Memetic Comput., 2009

A New Line Symmetry Distance and Its Application to Data Clustering.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2009

A Novel Coherence Measure for Discovering Scaling Biclusters from Gene Expression Data.

[BibT_eX]

[DOI]

J. Bioinform. Comput. Biol., 2009

A new point symmetry based fuzzy genetic clustering technique for automatic evolution of clusters.

[BibT_eX]

[DOI]

Inf. Sci., 2009

MR Brain Image Segmentation Using A Multi-seed Based Automatic Clustering Technique.

[BibT_eX]

[DOI]

Fundam. Informaticae, 2009

Semi-GAPS: A Semi-supervised Clustering Method Using Point Symmetry.

[BibT_eX]

[DOI]

Fundam. Informaticae, 2009

Some Symmetry Based Classifiers.

[BibT_eX]

[DOI]

Fundam. Informaticae, 2009

Mining the Largest Dense Vertexlet in a Weighted Scale-free Graph.

[BibT_eX]

[DOI]

Fundam. Informaticae, 2009

Combining Pareto-optimal clusters using supervised learning for identifying co-expressed genes.

[BibT_eX]

[DOI]

BMC Bioinform., 2009

Analyzing miRNA co-expression networks to explore TF-miRNA regulation.

[BibT_eX]

[DOI]

BMC Bioinform., 2009

TargetMiner: microRNA target prediction with systematic identification of tissue-specific negative examples.

[BibT_eX]

[DOI]

Ramkrishna Mitra

Bioinform., 2009

MAkE: Multiobjective algorithm for k-way equipartitioning of a point set.

[BibT_eX]

[DOI]

Susmita Sur-Kolay

Parthasarathi Dasgupta

Appl. Soft Comput., 2009

A Validity Index Based on Connectivity.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Seventh International Conference on Advances in Pattern Recognition, 2009

Integration of Co-expression Networks for Gene Clustering.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computing, 2009

Refining Genetic Algorithm Based Fuzzy Clustering through Supervised Learning for Unsupervised Cancer Classification.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Computation, 2009

Unsupervised cancer classification through SVM-boosted multiobjective fuzzy clustering with majority voting ensemble.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2009

Analysis of microarray data using multiobjective variable string length genetic fuzzy clustering.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2009

2008

Gene Identification: Classical and Computational Intelligence Approaches.

[BibT_eX]

[DOI]

D. Roy

IEEE Trans. Syst. Man Cybern. Part C, 2008

A Point Symmetry-Based Clustering Technique for Automatic Evolution of Clusters.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2008

A Simulated Annealing-Based Multiobjective Optimization Algorithm: AMOSA.

[BibT_eX]

[DOI]

Kalyanmoy Deb

IEEE Trans. Evol. Comput., 2008

A genetic approach for efficient outlier detection in projected space.

[BibT_eX]

[DOI]

Santanu Santra

Pattern Recognit., 2008

Application of a New Symmetry-Based Cluster Validity Index for Satellite Image Segmentation.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2008

Fuzzy Symmetry Based Real-Coded Genetic Clustering Technique for Automatic Pixel Classification in Remote Sensing Imagery.

[BibT_eX]

[DOI]

Fundam. Informaticae, 2008

A new line symmetry distance based pattern classifier.

[BibT_eX]

[DOI]

Chingtham Tejbanta Singh

Proceedings of the International Joint Conference on Neural Networks, 2008

A multiobjective simulated annealing based fuzzy-clustering technique with symmetry for pixel classification in remote sensing imagery.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

A new multiobjective simulated annealing based clustering technique using stability and symmetry.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

A New Principal Axis Based Line Symmetry Measurement and Its Application to Clustering.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008

A Neuro-GA Approach for the Maximum Fuzzy Clique Problem.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008

Combining multiobjective fuzzy clustering and probabilistic ANN classifier for unsupervised pattern classification: Application to satellite image segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Multiobjective fuzzy biclustering in microarray data: Method and a new performance measure.

[BibT_eX]

[DOI]

Michael Q. Zhang

Xuegong Zhang

Proceedings of the IEEE Congress on Evolutionary Computation, 2008

2007

Dynamic Range-Based Distance Measure for Microarray Expressions and a Fast Gene-Ordering Algorithm.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2007

Multiobjective Genetic Clustering for Pixel Classification in Remote Sensing Imagery.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2007

GAPS: A clustering method using a new point symmetry-based distance measure.

[BibT_eX]

[DOI]

Pattern Recognit., 2007

Multi-Objective Particle Swarm Optimization with time variant inertia and acceleration coefficients.

[BibT_eX]

[DOI]

Inf. Sci., 2007

An improved algorithm for clustering gene expression data.

[BibT_eX]

[DOI]

Bioinform., 2007

Genetic operators for combinatorial optimization in TSP and microarray gene ordering.

[BibT_eX]

[DOI]

Appl. Intell., 2007

A validity index based on cluster symmetry.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, 2007

A Multi-objective Genetic Algorithm with Relative Distance: Method, Performance Measures and Constraint Handling.

[BibT_eX]

[DOI]

Proceedings of the 2007 International Conference on Computing: Theory and Applications (ICCTA 2007), 2007

A Fuzzy Genetic Clustering Technique Using a New Symmetry Based Distance for Automatic Evolution of Clusters.

[BibT_eX]

[DOI]

Proceedings of the 2007 International Conference on Computing: Theory and Applications (ICCTA 2007), 2007

New Distance Measure for Microarray Gene Expressions Using Linear Dynamic Range of Photo Multiplier Tube.

[BibT_eX]

[DOI]

Proceedings of the 2007 International Conference on Computing: Theory and Applications (ICCTA 2007), 2007

Performance Assessment of Some Clustering Algorithms Based on a Fuzzy Granulation-Degranulation Criterion.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Information Technology, 2007

Multiobjective Genetic Fuzzy Clustering of Categorical Attributes.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Information Technology, 2007

Adaptive mufti-objective particle swarm optimization algorithm.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2007

MRI brain image segmentation by fuzzy symmetry based genetic clustering technique.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2007

On some symmetry based validity indices.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2007

Multiobjective Evolutionary Approach to Fuzzy Clustering of Microarray Data.

[BibT_eX]

[DOI]

Proceedings of the Analysis of Biological Data: A Soft Computing Approach, 2007

In Silico Design of Ligands Using Properties of Target Active Sites.

[BibT_eX]

[DOI]

Santanu Santra

Heinz Mühlenbein

Proceedings of the Analysis of Biological Data: A Soft Computing Approach, 2007

Classification and learning using genetic algorithms - applications in bioinformatics and web intelligence.

[BibT_eX]

Sankar Kumar Pal

Natural computing series, Springer, ISBN: 978-3-540-49606-9, 2007

2006

Evolutionary computation in bioinformatics: a review.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2006

Clustering distributed data streams in peer-to-peer environments.

[BibT_eX]

[DOI]

Inf. Sci., 2006

Clustering using Multi-objective Genetic Algorithm and its Application to Image Segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, 2006

Multiobjective Genetic Algorithm for k-way Equipartitioning of a Point Set with Application to CAD-VLSI.

[BibT_eX]

[DOI]

Susmita Sur-Kolay

Parthasarathi Dasgupta

Proceedings of the 9th International Conference in Information Technology, 2006

A New Symmetry Based Cluster Validity Index: Application to Satellite Image Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference in Information Technology, 2006

Efficient Two-stage Fuzzy Clustering of Microarray Gene Expression Data.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference in Information Technology, 2006

2005

Minimization of SADMs in Unidirectional SONET/WDM Rings Using Genetic Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Handbook of Bioinspired Algorithms and Applications., 2005

Medical Imaging and Diagnosis Using Genetic Algorithms.

[BibT_eX]

[DOI]

Sajal K. Das

Proceedings of the Handbook of Bioinspired Algorithms and Applications., 2005

Simulated Annealing Using a Reversible Jump Markov Chain Monte Carlo Algorithm for Fuzzy Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2005

Active Site Driven Ligand Design: an Evolutionary Approach.

[BibT_eX]

[DOI]

Angshuman Bagchi

J. Bioinform. Comput. Biol., 2005

A study of some fuzzy cluster validity indices, genetic clustering and application to pixel classification.

[BibT_eX]

[DOI]

Fuzzy Sets Syst., 2005

An efficient technique for superfamily classification of amino acid sequences: feature extraction, fuzzy clustering and prototype selection.

[BibT_eX]

[DOI]

Fuzzy Sets Syst., 2005

Incorporating Distance Domination in Multiobjective Evolutionary Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Machine Intelligence, 2005

New Genetic Operators for Solving TSP: Application to Microarray Gene Ordering.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Machine Intelligence, 2005

Automatic Determination of the Number of Fuzzy Clusters Using Simulated Annealing with Variable Representation.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Intelligent Systems, 15th International Symposium, 2005

2004

Multiobjective GAs, quantitative indices, and pattern classification.

[BibT_eX]

[DOI]

B. Aruna

IEEE Trans. Syst. Man Cybern. Part B, 2004

Validity index for crisp and fuzzy clusters.

[BibT_eX]

[DOI]

Pattern Recognit., 2004

An automatic shape independent clustering technique.

[BibT_eX]

[DOI]

Pattern Recognit., 2004

Neurocomputing for Certain Bioinformatics Tasks.

[BibT_eX]

[DOI]

Pabitra Mitra

Proceedings of the Monitoring, Security, and Rescue Techniques in Multiagent Systems, 2004

New Operators of Genetic Algorithms for Traveling Salesman Problem.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Pattern Recognition, 2004

2003

Fuzzy partitioning using a real-coded variable-length genetic algorithm for pixel classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2003

Evolutionary Approach to Solve the Complex-Triangle Elimination (CTE) Problem of VLSI Floor-planning.

[BibT_eX]

Samir Roy

Proceedings of the 1st Indian International Conference on Artificial Intelligence, 2003

Feature Extraction in Transformed Domain for Protein Superfamily Identification from Amino Acid Sequences.

[BibT_eX]

Proceedings of the 1st Indian International Conference on Artificial Intelligence, 2003

Efficient BIST design for sequential machines using FiF-FoF values in machine states.

[BibT_eX]

[DOI]

Samir Roy

Subhadip Basu

Biplab Kumar Sikdar

Proceedings of the 2003 Asia and South Pacific Design Automation Conference, 2003

2002

Efficient prototype reordering in nearest neighbor classification.

[BibT_eX]

[DOI]

Pattern Recognit., 2002

Genetic clustering for automatic evolution of clusters and application to image classification.

[BibT_eX]

[DOI]

Pattern Recognit., 2002

Performance Evaluation of Some Clustering Algorithms and Validity Indices.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2002

An evolutionary technique based on K-Means algorithm for optimal clustering in R<sup>N</sup>.

[BibT_eX]

[DOI]

Inf. Sci., 2002

Clustering Using Annealing Evolution: Application to Pixel Classification of Satellite Images.

[BibT_eX]

Proceedings of the ICVGIP 2002, 2002

Efficient Object Extraction Using Fuzzy Cardinality Based Thresholding, Hopfield Network.

[BibT_eX]

Supratim Bhattacharya

Proceedings of the ICVGIP 2002, 2002

Enhancing Structure Discovery for Data Mining in Graphical Databases Using Evolutionary Programming.

[BibT_eX]

[DOI]

Proceedings of the Fifteenth International Florida Artificial Intelligence Research Society Conference, 2002

2001

Nonparametric genetic clustering: comparison of validity indices.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2001

Pixel classification using variable string genetic algorithms with chromosome differentiation.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2001

SAFE: An Efficient Feature Extraction Technique.

[BibT_eX]

[DOI]

John C. Trinder

Knowl. Inf. Syst., 2001

Clustering Using Simulated Annealing with Probabilistic Redistribution.

[BibT_eX]

[DOI]

Int. J. Pattern Recognit. Artif. Intell., 2001

2000

VGA-Classifier: design and applications.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2000

Genetic algorithm-based clustering technique.

[BibT_eX]

[DOI]

Pattern Recognit., 2000

Fault tolerant permutation mapping in multistage interconnection network.

[BibT_eX]

[DOI]

Siddhartha Bhattacharyya

J. Syst. Archit., 2000

1999

Relation Between VGA-classifier and MLP : Determination of Network Architecture.

[BibT_eX]

[DOI]

Fundam. Informaticae, 1999

1998

Genetic algorithms for generation of class boundaries.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 1998

Pattern classification using genetic algorithms: Determination of H.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 1998

Simulated Annealing Based Pattern Classification.

[BibT_eX]

[DOI]

Inf. Sci., 1998

Incorporating Chromosome Differentaition in Genetic Algorithms.

[BibT_eX]

[DOI]

Inf. Sci., 1998

Further Experimentations on the Scalability of the GEMGA.

[BibT_eX]

[DOI]

Hillol Kargupta

Proceedings of the Parallel Problem Solving from Nature, 1998

1997

Pattern classification with genetic algorithms: Incorporation of chromosome differentiation.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 1997

1996

GA-based pattern classification: theoretical and experimental studies.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Pattern Recognition, 1996

1995

Pattern classification with genetic algorithms.

[BibT_eX]

[DOI]