Pabitra Mitra

Orcid: 0000-0002-1908-9813

Affiliations:
  • Indian Statistical Institute, India


According to our database1, Pabitra Mitra authored at least 202 papers between 1999 and 2024.

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Bibliography

2024
Informed Change-Point Detection Approach for Solar Prosumer Detection and Statistical Verification in Smart Grid.
IEEE Trans. Smart Grid, January, 2024

Stealing the Invisible: Unveiling Pre-Trained CNN Models through Adversarial Examples and Timing Side-Channels.
CoRR, 2024

Shallow quantum neural networks (SQNNs) with application to crack identification.
Appl. Intell., 2024

2023
Fault-Based Regression Test Case Prioritization.
IEEE Trans. Reliab., September, 2023

Unsupervised spoken term discovery using pseudo lexical induction.
Int. J. Speech Technol., September, 2023

Texture aware autoencoder pre-training and pairwise learning refinement for improved iris recognition.
Multim. Tools Appl., July, 2023

A Novel Zero-Resource Spoken Term Detection Using Affinity Kernel Propagation with Acoustic Feature Map.
SN Comput. Sci., May, 2023

"Whispering MLaaS" Exploiting Timing Channels to Compromise User Privacy in Deep Neural Networks.
IACR Trans. Cryptogr. Hardw. Embed. Syst., 2023

Dictionary Learning and Greedy Algorithms for Removing Eye Blink Artifacts from EEG Signals.
Circuits Syst. Signal Process., 2023

ExtSwap: Leveraging Extended Latent Mapper for Generating High Quality Face Swapping.
CoRR, 2023

Optimizing Odia Braille Literacy: The Influence of Speed on Error Reduction and Enhanced Comprehension.
CoRR, 2023

Unsupervised Discovery of Recurring Spoken Terms Using Diagonal Patterns.
Proceedings of the Pattern Recognition and Machine Intelligence, 2023

FVINet: Translating Thermograms to Facial Vasculature Imprints.
Proceedings of the Pattern Recognition and Machine Intelligence, 2023

Relation Predictions in Comorbid Disease Centric Knowledge Graph Using Heterogeneous GNN Models.
Proceedings of the Bioinformatics and Biomedical Engineering, 2023

Automated Deep Learning Based Answer Generation to Psychometric Questionnaire: Mimicking Personality Traits.
Proceedings of the 15th International Conference on Agents and Artificial Intelligence, 2023

Neural Language Model Based Attentive Term Dependence Model for Verbose Query (Student Abstract).
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Traffic Anomaly Detection and Video Summarization Using Spatio-Temporal Rough Fuzzy Granulation With Z-Numbers.
IEEE Trans. Intell. Transp. Syst., 2022

Granulated RCNN and Multi-Class Deep SORT for Multi-Object Detection and Tracking.
IEEE Trans. Emerg. Top. Comput. Intell., 2022

A regression test case prioritization technique targeting 'hard to detect' faults.
Int. J. Syst. Assur. Eng. Manag., 2022

Statistical and Machine Learning Models for Remote Sensing Data Mining - Recent Advancements.
Remote. Sens., 2022

Dysarthric speech detection from telephone quality speech using epoch-based pitch perturbation features.
Int. J. Speech Technol., 2022

On the Evaluation of User Privacy in Deep Neural Networks using Timing Side Channel.
CoRR, 2022

Mining Homophilic Groups of Users using Edge Attributed Node Embedding from Enterprise Social Networks.
Proceedings of the Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25, 2022

A Study on the Ramanujan Graph Property of Winning Lottery Tickets.
Proceedings of the International Conference on Machine Learning, 2022

2021
Relation Prediction of Co-Morbid Diseases Using Knowledge Graph Completion.
IEEE ACM Trans. Comput. Biol. Bioinform., 2021

RT-GSOM: Rough tolerance growing self-organizing map.
Inf. Sci., 2021

Explaining Outcomes of Multi-Party Dialogues using Causal Learning.
CoRR, 2021

Deep learning in multi-object detection and tracking: state of the art.
Appl. Intell., 2021

Multilingual Audio-Visual Smartphone Dataset and Evaluation.
IEEE Access, 2021

Audio-Visual Biometric Recognition and Presentation Attack Detection: A Comprehensive Survey.
IEEE Access, 2021

A Study of Deep Learning Approaches and Loss Functions for Abundance Fractions Estimation.
Proceedings of the 11th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2021

NIP-GCN: An Augmented Graph Convolutional Network with Node Interaction Patterns.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Alternating Direction Method of Multipliers for Quantization.
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020
Hierarchically Localizing Software Faults Using DNN.
IEEE Trans. Reliab., 2020

Target Object Recognition Using Multiresolution SVD and Guided Filter with Convolutional Neural Network.
Int. J. Pattern Recognit. Artif. Intell., 2020

A Hierarchical Clustering Algorithm for Characterizing Social Media Users.
Proceedings of the Companion of The 2020 Web Conference 2020, 2020

Joint Learning for Cyclone Track Nowcasting.
Proceedings of MACLEAN: MAChine Learning for EArth ObservatioN Workshop co-located with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2020), 2020

Unsupervised Pre-Trained, Texture Aware and Lightweight Model for Deep Learning Based Iris Recognition Under Limited Annotated Data.
Proceedings of the IEEE International Conference on Image Processing, 2020

Prior Guided GAN Based Semantic Inpainting.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Antarjami: Exploring psychometric evaluation through a computer-based game.
Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020

ExTra: Transfer-guided Exploration.
Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

2019
Anatomical Structure Segmentation in Ultrasound Volumes Using Cross Frame Belief Propagating Iterative Random Walks.
IEEE J. Biomed. Health Informatics, 2019

The big data system, components, tools, and technologies: a survey.
Knowl. Inf. Syst., 2019

PUNCH: Positive UNlabelled Classification based information retrieval in Hyperspectral images.
CoRR, 2019

Application of optimized machine learning techniques for prediction of occupational accidents.
Comput. Oper. Res., 2019

Accurate Real-Time Estimation of Power System Transients Using Constrained Symmetric Strong Tracking Square-Root Cubature Kalman Filter.
IEEE Access, 2019

Unsupervised Adversarial Visual Level Domain Adaptation for Learning Video Object Detectors From Images.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

Predicate Proximity in Failure: An MLP based Fault Localization approach.
Proceedings of the TENCON 2019, 2019

SUMNet: Fully Convolutional Model For Fast Segmentation of Anatomical Structures in Ultrasound Volumes.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Ultracompression: Framework For High Density Compression Of Ultrasound Volumes Using Physics Modeling Deep Neural Networks.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Cluster-Based Relative Outlier Under-Sampling Technique.
Proceedings of the Advances in Data Mining, 2019

Estimation of Ground Deformation Using Psinsar with L-Band Alos Palsar Data: A Case Study of Kolkata, India.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Orthogonal Matching Pursuit and K-SVD for Recovery of Sparse Power System Harmonics with the Cubature Kalman Filter.
Proceedings of the IECON 2019, 2019

Deep Learning Based LSTM and SeqToSeq Models to Detect Monsoon Spells of India.
Proceedings of the Computational Science - ICCS 2019, 2019

2018
Removal of Eye Blink Artifacts From EEG Signals Using Sparsity.
IEEE J. Biomed. Health Informatics, 2018

A multi-objective framework for analysis of road network vulnerability for relief facility location during flood hazards: A case study of relief location analysis in Bankura District, India.
Trans. GIS, 2018

A Portable Personality Recognizer Based on Affective State Classification Using Spectral Fusion of Features.
IEEE Trans. Affect. Comput., 2018

The Taxonomy of Distributed Graph Analytics.
Proceedings of the Fifth International Conference on Social Networks Analysis, 2018

A Novel Supervised Linear Spectral Unmixing Model Constrained Pso Approach for Abundance Estimation.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Spatial Correlation Based Psinsar Technique to Estimate Ground Deformation in las Vegas Region, Us.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Harmonics Estimation of a Noisy Power System Signal Using Cubature Kalman Filter.
Proceedings of the IECON 2018, 2018

Visual attention for behavioral cloning in autonomous driving.
Proceedings of the Eleventh International Conference on Machine Vision, 2018

A Technique for Assessing the Quality of Volunteered Geographic Information for Disaster Decision Making.
Proceedings of the Computational Science and Its Applications - ICCSA 2018, 2018

Multi-objective Based Road-Link Grading for Health-Care Access During Flood Hazard Management.
Proceedings of the Computational Science and Its Applications - ICCSA 2018, 2018

A Comparative Study of Dictionary Learning Algorithms on Speech Recognition Task.
Proceedings of the 2018 International Conference on Advances in Computing, 2018

Unsupervised Detection of Metaphorical Adjective-Noun Pairs.
Proceedings of the Workshop on Figurative Language Processing, 2018

An LSTM-CRF Based Approach to Token-Level Metaphor Detection.
Proceedings of the Workshop on Figurative Language Processing, 2018

2017
BASS Net: Band-Adaptive Spectral-Spatial Feature Learning Neural Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2017

A Framework for OpenCL Task Scheduling on Heterogeneous Multicores.
Parallel Process. Lett., 2017

Computational approach for mitotic cell detection and its application in oral squamous cell carcinoma.
Multidimens. Syst. Signal Process., 2017

Improving Consistency and Correctness of Sequence Inpainting using Semantically Guided Generative Adversarial Network.
CoRR, 2017

A Metaphor Detection Approach Using Cosine Similarity.
Proceedings of the Pattern Recognition and Machine Intelligence, 2017

Point Process Modeling of Spectral Peaks for Low Resource Robust Speech Recognition.
Proceedings of the Mining Intelligence and Knowledge Exploration, 2017

Leveraging Convolutions in Recurrent Neural Networks for Doppler Weather Radar Echo Prediction.
Proceedings of the Advances in Neural Networks - ISNN 2017 - 14th International Symposium, 2017

Classification of Motor Imagery Based EEG Signals Using Sparsity Approach.
Proceedings of the Intelligent Human Computer Interaction - 9th International Conference, 2017

A deep learning based approach with adversarial regularization for Doppler weather radar ECHO prediction.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Prediction of Active and Break Spells of Indian Summer Monsoon Using Linear Discriminant Analysis.
Proceedings of the Ninth International Conference on Advances in Pattern Recognition, 2017

Robust representation and efficient matching of spoken word templates.
Proceedings of the Ninth International Conference on Advances in Pattern Recognition, 2017

Generative Adversarial Learning for Reducing Manual Annotation in Semantic Segmentation on Large Scale Miscroscopy Images: Automated Vessel Segmentation in Retinal Fundus Image as Test Case.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

Recurrent Memory Addressing for Describing Videos.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

Decision recommendation system for transporters in an online freight exchange platform.
Proceedings of the 9th International Conference on Communication Systems and Networks, 2017

Intelligent Generation of Flavor Preserving Alternative Recipes for Individuals with Dietary Restrictions.
Proceedings of the Computational Intelligence, Communications, and Business Analytics, 2017

Bilingual Word Embeddings with Bucketed CNN for Parallel Sentence Extraction.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

Sentence Alignment using Unfolding Recursive Autoencoders.
Proceedings of the 10th Workshop on Building and Using Comparable Corpora, 2017

2016
Link Prediction in Social Networks - Role of Power Law Distribution
Springer Briefs in Computer Science, Springer, ISBN: 978-3-319-28922-9, 2016

Preference relations based unsupervised rank aggregation for metasearch.
Expert Syst. Appl., 2016

A dense subgraph based algorithm for compact salient image region detection.
Comput. Vis. Image Underst., 2016

Faster learning of deep stacked autoencoders on multi-core systems using synchronized layer-wise pre-training.
CoRR, 2016

Visual saliency detection: a Kalman filter based approach.
CoRR, 2016

Visualization Regularizers for Neural Network based Image Recognition.
CoRR, 2016

Ensemble of Deep Convolutional Neural Networks for Learning to Detect Retinal Vessels in Fundus Images.
CoRR, 2016

WEPSAM: Weakly Pre-Learnt Saliency Model.
CoRR, 2016

Delineation and diagnosis of brain tumors from post contrast T1-weighted MR images using rough granular computing and random forest.
Appl. Soft Comput., 2016

Recommending Repeat Purchases using Product Segment Statistics.
Proceedings of the 10th ACM Conference on Recommender Systems, 2016

Divergence Aware Automated Partitioning of OpenCL Workloads.
Proceedings of the 9th India Software Engineering Conference, 2016

Early Prediction of Extreme Rainfall Events: A Deep Learning Approach.
Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2016

Identifying and Characterizing Truck Stops from GPS Data.
Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2016

Recurrent neural network based prediction of indian summer monsoon using global climatic predictors.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

BCI Augmented Text Entry Mechanism for People with Special Needs.
Proceedings of the Intelligent Human Computer Interaction - 8th International Conference, 2016

Segmentation of Lumen and External Elastic Laminae in Intravascular Ultrasound Images Using Ultrasonic Backscattering Physics Initialized Multiscale Random Walks.
Proceedings of the Computer Vision, Graphics, and Image Processing, 2016

A Geospatial Service Oriented Framework for Disaster Risk Zone Identification.
Proceedings of the Computational Science and Its Applications - ICCSA 2016, 2016

Predictor Discovery for Early-late Indian Summer Monsoon Using Stacked Autoencoder.
Proceedings of the International Conference on Computational Science 2016, 2016

Learning a Probabilistic Boolean Network model from biological pathways and time-series expression data.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Automated in vivo delineation of lumen wall using intravascular ultrasound imaging.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015
Identifying dense subgraphs in protein-protein interaction network for gene selection from microarray data.
Netw. Model. Anal. Health Informatics Bioinform., 2015

A site entropy rate and degree centrality based algorithm for image co-segmentation.
J. Vis. Commun. Image Represent., 2015

Mining HEXACO personality traits from Enterprise Social Media.
Proceedings of the 6th Workshop on Computational Approaches to Subjectivity, 2015

Climate Network Based Index Discovery for Prediction of Indian Monsoon.
Proceedings of the Pattern Recognition and Machine Intelligence, 2015

Segmenting Highway Network Based on Speed Profiles.
Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

Co-Clustering Based Approach for Indian Monsoon Prediction.
Proceedings of the International Conference on Computational Science, 2015

Wavelet based non local means filter for despeckling of intravascular ultrasound image.
Proceedings of the 2015 International Conference on Advances in Computing, 2015

A mobile volunteered geographic information management platform for rural health informatics.
Proceedings of the 17th International Conference on E-health Networking, 2015

Deep neural network and random forest hybrid architecture for learning to detect retinal vessels in fundus images.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

SimCat: an entity similarity measure for heterogeneous knowledge graph with categories.
Proceedings of the Second ACM IKDD Conference on Data Sciences, 2015

2014
Spatial Interpolation to Predict Missing Attributes in GIS Using Semantic Kriging.
IEEE Trans. Geosci. Remote. Sens., 2014

Integration of dense subgraph finding with feature clustering for unsupervised feature selection.
Pattern Recognit. Lett., 2014

Recent developments in spoken term detection: a survey.
Int. J. Speech Technol., 2014

Duplication Detection for Image Sharing Systems.
Proceedings of the 2014 Indian Conference on Computer Vision, 2014

Two-Phase Approach to Link Prediction.
Proceedings of the Neural Information Processing - 21st International Conference, 2014

VLGAAC: Variable Length Genetic Algorithm Based Alternative Clustering.
Proceedings of the Neural Information Processing - 21st International Conference, 2014

Multiview Clustering on PPI Network for Gene Selection and Enrichment from Microarray Data.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Bioengineering, 2014

2013
Aging speech recognition with speaker adaptation techniques: Study on medium vocabulary continuous Bengali speech.
Pattern Recognit. Lett., 2013

Effect of aging on speech features and phoneme recognition: a study on Bengali voicing vowels.
Int. J. Speech Technol., 2013

Trapezoidal Fuzzy Numbers for the Transportation Problem.
CoRR, 2013

Link Prediction Using Power Law Clique Distribution and Common Edges Distribution.
Proceedings of the Pattern Recognition and Machine Intelligence, 2013

Similarity Measures for Link Prediction Using Power Law Degree Distribution.
Proceedings of the Neural Information Processing - 20th International Conference, 2013

2012
Anwesan: A Search Engine for Bengali Literary Works.
World Digit. Libr., 2012

A comparative study on feature reduction approaches in Hindi and Bengali named entity recognition.
Knowl. Based Syst., 2012

Local learning of item dissimilarity using content and link structure.
Proceedings of the Sixth ACM Conference on Recommender Systems, 2012

Image retargeting using controlled shrinkage.
Proceedings of the Eighth Indian Conference on Vision, Graphics and Image Processing, 2012

How do warm colors affect visual attention?
Proceedings of the Eighth Indian Conference on Vision, Graphics and Image Processing, 2012

Handling OOV Words in Indian-language - English CLIR.
Proceedings of the Advances in Information Retrieval, 2012

Graph based unsupervised feature selection for microarray data.
Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2012

2011
Quadtree decomposition based extended vector space model for image retrieval.
Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2011), 2011

Image Retargeting through Constrained Growth of Important Rectangular Partitions.
Proceedings of the Pattern Recognition and Machine Intelligence, 2011

Sentence Ranking for Document Indexing.
Proceedings of the Pattern Recognition and Machine Intelligence, 2011

Author Identification in Bengali Literary Works.
Proceedings of the Pattern Recognition and Machine Intelligence, 2011

Genetic Algorithm Incorporates with Rough Set Theory: Application to Automated Karyotyping.
Proceedings of the 5th Indian International Conference on Artificial Intelligence, 2011

A Robust Bengali Continuous Speech Recognizer Using Triphone and Trigram Language Model.
Proceedings of the Contemporary Computing - 4th International Conference, 2011

Developing Bengali Speech Corpus for Phone Recognizer Using Optimum Text Selection Technique.
Proceedings of the International Conference on Asian Language Processing, 2011

2010
A composite kernel for named entity recognition.
Pattern Recognit. Lett., 2010

A Framework for the Automatic Generation of Indian Sign Language.
J. Intell. Syst., 2010

Do We Agree? Measuring Agreement on the Human judgments in Emotion Annotation of News Sentences.
Cybern. Syst., 2010

Aggregating preference graphs for collaborative rating prediction.
Proceedings of the 2010 ACM Conference on Recommender Systems, 2010

Determining Reliability of Subjective and Multi-label Emotion Annotation through Novel Fuzzy Agreement Measure.
Proceedings of the International Conference on Language Resources and Evaluation, 2010

2009
Feature selection techniques for maximum entropy based biomedical named entity recognition.
J. Biomed. Informatics, 2009

A Semi-supervised Approach for Maximum Entropy Based Hindi Named Entity Recognition.
Proceedings of the Pattern Recognition and Machine Intelligence, 2009

An Approach for Preparing Groundtruth Data and Evaluating Visual Saliency Models.
Proceedings of the Pattern Recognition and Machine Intelligence, 2009

Multi-label Text Classification Approach for Sentence Level News Emotion Analysis.
Proceedings of the Pattern Recognition and Machine Intelligence, 2009

English to Indian Sign Language Machine Translation: A Structure Transfer Framework.
Proceedings of the 4th Indian International Conference on Artificial Intelligence, 2009

A Spatio-Temporally Adaptive Clustering Protocol for wireless microsensor networks.
Proceedings of the 2009 International Conference on Telecommunications, 2009

2008
Named Entity Recognition in Hindi using Maximum Entropy and Transliteration.
Polibits, 2008

Feature weighting in content based recommendation system using social network analysis.
Proceedings of the 17th International Conference on World Wide Web, 2008

Face recognition using Parallel Associative Memory.
Proceedings of the IEEE International Conference on Systems, 2008

ICam: Maximizes Viewers' Attention on Intended Objects.
Proceedings of the Advances in Multimedia Information Processing, 2008

A Hybrid Feature Set based Maximum Entropy Hindi Named Entity Recognition.
Proceedings of the Third International Joint Conference on Natural Language Processing, 2008

A Hybrid Named Entity Recognition System for South and South East Asian Languages.
Proceedings of the Third International Joint Conference on Natural Language Processing, 2008

Combining content and structure similarity for XML document classification using composite SVM kernels.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Application of triphone clustering in acoustic modeling for continuous speech recognition in Bengali.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Topic Distillation using Support Vector Data Description.
Proceedings of the 14th International Conference on Management of Data, 2008

Word Clustering and Word Selection Based Feature Reduction for MaxEnt Based Hindi NER.
Proceedings of the ACL 2008, 2008

Gazetteer Preparation for Named Entity Recognition in Indian Languages.
Proceedings of the 6th Workshop on Asian Language Resources, 2008

2007
YASS: Yet another suffix stripper.
ACM Trans. Inf. Syst., 2007

Image registration using robust M-estimators.
Pattern Recognit. Lett., 2007

Distributive Energy Efficient Adaptive Clustering Protocol for Wireless Sensor Networks.
Proceedings of the 8th International Conference on Mobile Data Management (MDM 2007), 2007

Scalable Evolutionary Design of CA Pattern Classifier.
Proceedings of the 3rd Indian International Conference on Artificial Intelligence, 2007

Personalized Web Search Using Probabilistic Query Expansion.
Proceedings of the 2007 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2007

2006
Selective hypertext induced topic search.
Proceedings of the 15th international conference on World Wide Web, 2006

Activity Discovery from Surveillance Videos.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Dynamic Algorithm for Graph Clustering Using Minimum Cut Tree.
Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Mining Quantitative Association Rules in Protein Sequences.
Proceedings of the Data Mining - Theory, Methodology, Techniques, and Applications, 2006

2005
Granular computing, rough entropy and object extraction.
Pattern Recognit. Lett., 2005

Extracting semantic structure of web documents using content and visual information.
Proceedings of the 14th international conference on World Wide Web, 2005

Stochastic scheduling of active support vector learning algorithms.
Proceedings of the 2005 ACM Symposium on Applied Computing (SAC), 2005

Object Extraction in Gray-Scale Images by Optimizing Roughness Measure of a Fuzzy Set.
Proceedings of the Pattern Recognition and Machine Intelligence, 2005

Multi-objective Optimization for Adaptive Web Site Generation.
Proceedings of the Pattern Recognition and Machine Intelligence, 2005

Hybrid Hierarchical Learning from Dynamic Scenes.
Proceedings of the Pattern Recognition and Machine Intelligence, 2005

A Rough Association Rule based Approach for Class Prediction with Missing Attribute Values.
Proceedings of the 2nd Indian International Conference on Artificial Intelligence, 2005

2004
Rough-SOM with Fuzzy Discretization.
Proceedings of the Rough-Neural Computing: Techniques for Computing with Words., 2004

Case Generation Using Rough Sets with Fuzzy Representation.
IEEE Trans. Knowl. Data Eng., 2004

Segmentation of multispectral remote sensing images using active support vector machines.
Pattern Recognit. Lett., 2004

A Probabilistic Active Support Vector Learning Algorithm.
IEEE Trans. Pattern Anal. Mach. Intell., 2004

Rough Self Organizing Map.
Appl. Intell., 2004

Digital watermarking based secure multimodal biometric system.
Proceedings of the IEEE International Conference on Systems, 2004

Neurocomputing for Certain Bioinformatics Tasks.
Proceedings of the Monitoring, Security, and Rescue Techniques in Multiagent Systems, 2004

Feature Selection and Gene Clustering from Gene Expression Data.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Corner Detection Using Support Vector Machines.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Signature Verification Using Static and Dynamic Features.
Proceedings of the Neural Information Processing, 11th International Conference, 2004

2003
Rough-Fuzzy MLP: Modular Evolution, Rule Generation, and Evaluation.
IEEE Trans. Knowl. Data Eng., 2003

Non-convex clustering using expectation maximization algorithm with rough set initialization.
Pattern Recognit. Lett., 2003

Rough Sets, EM Algorithm, MST and Multispectral Image Segmentation.
Proceedings of the Rough Sets, 2003

Active Support Vector Machines for Pixel Classification in Remote Sensing Images.
Proceedings of the 1st Indian International Conference on Artificial Intelligence, 2003

2002
Web mining in soft computing framework: relevance, state of the art and future directions.
IEEE Trans. Neural Networks, 2002

Data mining in soft computing framework: a survey.
IEEE Trans. Neural Networks, 2002

Multispectral image segmentation using the rough-set-initialized EM algorithm.
IEEE Trans. Geosci. Remote. Sens., 2002

Density-Based Multiscale Data Condensation.
IEEE Trans. Pattern Anal. Mach. Intell., 2002

Unsupervised Feature Selection Using Feature Similarity.
IEEE Trans. Pattern Anal. Mach. Intell., 2002

2001
Evolutionary Modular MLP with Rough Sets and ID3 Algorithm for Staging of Cervical Cancer.
Neural Comput. Appl., 2001

Evolutionary modular design of rough knowledge-based network using fuzzy attributes.
Neurocomputing, 2001

2000
Staging of cervical cancer with soft computing.
IEEE Trans. Biomed. Eng., 2000

Data Condensation in Large Databases by Incremental Learning with Support Vector Machines.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

1999
Modular Rough Fuzzy MLP: Evolutionary Design.
Proceedings of the New Directions in Rough Sets, 1999


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