Mohamed S. Kamel

According to our database1, Mohamed S. Kamel authored at least 368 papers between 1979 and 2018.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Awards

IEEE Fellow

IEEE Fellow 2005, "For contributions to pattern recognition and intelligent systems.".

Timeline

Legend:

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In proceedings 
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PhD thesis 
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Links

Homepages:

On csauthors.net:

Bibliography

2018
Real-Time Detection of Topics in Twitter Streams.
Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018

Automatic Document Topic Identification Using Social Knowledge Network.
Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018

Online Learning Algorithm Based on Adaptive Control Theory.
IEEE Trans. Neural Netw. Learning Syst., 2018

Tools and approaches for topic detection from Twitter streams: survey.
Knowl. Inf. Syst., 2018

A distributed sensor management for large-scale IoT indoor acoustic surveillance.
Future Generation Comp. Syst., 2018

MRAC-MU Online Learning.
Proceedings of the 15th International Conference on Control, 2018

2017
Recent Trends in Driver Safety Monitoring Systems: State of the Art and Challenges.
IEEE Trans. Vehicular Technology, 2017

Extracting domain-specific stopwords for text classifiers.
Intell. Data Anal., 2017

2016
Attention Assist: A High-Level Information Fusion Framework for Situation and Threat Assessment in Vehicular Ad Hoc Networks.
IEEE Trans. Intelligent Transportation Systems, 2016

Detecting emerging and evolving novelties with locally adaptive density ratio estimation.
Knowl. Inf. Syst., 2016

Recent Advances on Context-Awareness and Data/Information Fusion in ITS.
Int. J. Intelligent Transportation Systems Research, 2016

VANET IR-CAS for Safety ACN: Information Retrieval Context Aware System for VANET Automatic Crash Notification Safety Application.
Int. J. Intelligent Transportation Systems Research, 2016

A Multi-Modal Driver Fatigue and Distraction Assessment System.
Int. J. Intelligent Transportation Systems Research, 2016

Situation awareness within the context of connected cars: A comprehensive review and recent trends.
Information Fusion, 2016

MSEBAG: a dynamic classifier ensemble generation based on 'minimum-sufficient ensemble' and bagging.
Int. J. Systems Science, 2016

A discrete-time learning algorithm for image restoration using a novel L2-norm noise constrained estimation.
Neurocomputing, 2016

LVC: Local Variance-based Clustering.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

EBEK: Exemplar-Based Kernel Preserving Embedding.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Game theoretic Fuzzy Multi-Entity Bayesian Networks for collision avoidance in VANETs.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

2015
Greedy column subset selection for large-scale data sets.
Knowl. Inf. Syst., 2015

VANET IR-CAS for Commercial SA: Information Retrieval Context Aware System for VANET Commercial Service Announcement.
Int. J. Intelligent Transportation Systems Research, 2015

Multibiometric system using fuzzy level set, and genetic and evolutionary feature extraction.
IET Biometrics, 2015

Localization in vehicular ad hoc networks using data fusion and V2V communication.
Computer Communications, 2015

Adaptive mode switching of hypersonic morphing aircraft based on type-2 TSK fuzzy sliding mode control.
SCIENCE CHINA Information Sciences, 2015

Short-Text Clustering using Statistical Semantics.
Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Locally Adaptive Density Ratio for Detecting Novelty in Twitter Streams.
Proceedings of the 24th International Conference on World Wide Web Companion, 2015

HCI in VANET IR-CAS: Multimodal Interface for VANET Context Aware IR Systems.
Proceedings of the 5th ACM Symposium on Development and Analysis of Intelligent Vehicular Networks and Applications, 2015

Driver Inattention Detection System: A PSO-Based Multiview Classification Approach.
Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

Exemplar-Based Topic Detection in Twitter Streams.
Proceedings of the Ninth International Conference on Web and Social Media, 2015

Road Detection in Urban Areas Using Random Forest Tree-Based Ensemble Classification.
Proceedings of the Image Analysis and Recognition - 12th International Conference, 2015

Ensemble Kernel Mean Matching.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

An integrated approach for Fuzzy Multi-entity Bayesian Networks and semantic analysis for soft and hard data fusion.
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

Classifier fusion interactive software toolbox for EMG signal decomposition.
Proceedings of the IEEE 28th Canadian Conference on Electrical and Computer Engineering, 2015

2014
Automatic Document Topic Identification Using Social Knowledge Network.
Encyclopedia of Social Network Analysis and Mining, 2014

Categorizing Extent of Tumor Cell Death Response to Cancer Therapy Using Quantitative Ultrasound Spectroscopy and Maximum Mean Discrepancy.
IEEE Trans. Med. Imaging, 2014

Multiview Supervised Dictionary Learning in Speech Emotion Recognition.
IEEE/ACM Trans. Audio, Speech & Language Processing, 2014

Models of distributed data clustering in peer-to-peer environments.
Knowl. Inf. Syst., 2014

Multibiometric System Using Level Set, Modified LBP and Random Forest.
Int. J. Image Graphics, 2014

Discriminative Density-ratio Estimation.
Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

Embed and Conquer: Scalable Embeddings for Kernel k-Means on MapReduce.
Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

Evaluating VANET information retrieval context aware systems using the average distance measure ADM.
Proceedings of the fourth ACM international symposium on Development and analysis of intelligent vehicular networks and applications, 2014

A model for situation and threat/impact assessment in vehicular ad-hoc networks.
Proceedings of the fourth ACM international symposium on Development and analysis of intelligent vehicular networks and applications, 2014

Semi-supervised Kernel-Based Temporal Clustering.
Proceedings of the 13th International Conference on Machine Learning and Applications, 2014

A semi-supervised temporal clustering method for facial emotion analysis.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2014

Optic Disk Localization for Gray-Scale Retinal Images Based on Patch Filtering.
Proceedings of the Image Analysis and Recognition - 11th International Conference, 2014

A Visual-Based Driver Distraction Recognition and Detection Using Random Forest.
Proceedings of the Image Analysis and Recognition - 11th International Conference, 2014

Audio-Visual Emotion Analysis Using Semi-Supervised Temporal Clustering with Constraint Propagation.
Proceedings of the Image Analysis and Recognition - 11th International Conference, 2014

Fuzzy multi entity Bayesian networks: A model for imprecise knowledge representation and reasoning in high-level information fusion.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

2013
An Introduction to the IrisCode Theory.
Proceedings of the Handbook of Iris Recognition, 2013

Kernelized Supervised Dictionary Learning.
IEEE Trans. Signal Processing, 2013

An efficient concept-based retrieval model for enhancing text retrieval quality.
Knowl. Inf. Syst., 2013

Efficient greedy feature selection for unsupervised learning.
Knowl. Inf. Syst., 2013

A Novel Mobility Model for Mobile Sensors Deployment in Surveillance Systems.
I. J. Robotics and Automation, 2013

Assessment of cancer therapy effects using texton-based characterization of quantitative ultrasound parametric images.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Urban land-cover classification from High Resolution remote sensing imagery.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Audio-visual feature-decision level fusion for spontaneous emotion estimation in speech conversations.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2013

Unsupervised Visual Changepoint Detection Using Maximum Mean Discrepancy.
Proceedings of the Image Analysis and Recognition - 10th International Conference, 2013

Adaptive Budget for Online Learning.
Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013

Auto-Tuning Kernel Mean Matching.
Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013

Distributed Column Subset Selection on MapReduce.
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

High level information fusion through a fuzzy extension to Multi-Entity Bayesian Networks in Vehicular Ad-hoc Networks.
Proceedings of the 16th International Conference on Information Fusion, 2013

An Arabic Optical Character Recognition System Using Restricted Boltzmann Machines.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2013

2012
Corrigendum to "A distance-relatedness dynamic model for clustering high dimensional data of arbitrary shapes and densities" [Pattern Recognition 42 (2009) 1193-1209].
Pattern Recognition, 2012

Feature ranking fusion for text classifier.
Intell. Data Anal., 2012

VANET IR-CAS: utilizing IR techniques in developing context aware system for VANET.
Proceedings of the second ACM international symposium on Design and analysis of intelligent vehicular networks and applications, 2012

Vehicle localization in VANETs using data fusion and V2V communication.
Proceedings of the second ACM international symposium on Design and analysis of intelligent vehicular networks and applications, 2012

Machine Learning-Based Classification of Encrypted Internet Traffic.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2012

Automatic Document Topic Identification using Wikipedia Hierarchical Ontology.
Proceedings of the 11th International Conference on Information Science, 2012

A Possibilistic Density Based Clustering for Discovering Clusters of Arbitrary Shapes and Densities in High Dimensional Data.
Proceedings of the Neural Information Processing - 19th International Conference, 2012

Cross-Domain Facial Expression Recognition Using Supervised Kernel Mean Matching.
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

Multibiometric System Using Level Set Method and Particle Swarm Optimization.
Proceedings of the Image Analysis and Recognition - 9th International Conference, 2012

Multibiometric System Using Distance Regularized Level Set Method and Particle Swarm Optimization.
Proceedings of the Computer Vision and Graphics - International Conference, 2012

Facial Expression Recognition Using Game Theory and Particle Swarm Optimization.
Proceedings of the Computer Vision and Graphics - International Conference, 2012

Supervised Texture Classification Using a Novel Compression-Based Similarity Measure.
Proceedings of the Computer Vision and Graphics - International Conference, 2012

A Fast and Robust Feature Set for Cross Individual Facial Expression Recognition.
Proceedings of the Computer Vision and Graphics - International Conference, 2012

Augmenting the decomposition of EMG signals using supervised feature extraction techniques.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Particle Swarm Optimization with Adaptive Bounds.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

Early internet traffic recognition based on machine learning methods.
Proceedings of the 25th IEEE Canadian Conference on Electrical and Computer Engineering, 2012

Facial Expression Recognition Using Game Theory.
Proceedings of the Artificial Neural Networks in Pattern Recognition, 2012

Vehicular Ad-hoc Networks(VANETs): Capabilities, Challenges in Context-Aware Processing and Communication Gateway.
Proceedings of the Autonomous and Intelligent Systems - Third International Conference, 2012

Vehicular Ad-hoc Networks(VANETs): Capabilities, Challenges in Information Gathering and Data Fusion.
Proceedings of the Autonomous and Intelligent Systems - Third International Conference, 2012

2011
Pairwise optimized Rocchio algorithm for text categorization.
Pattern Recognition Letters, 2011

Survey on speech emotion recognition: Features, classification schemes, and databases.
Pattern Recognition, 2011

Statistical semantics for enhancing document clustering.
Knowl. Inf. Syst., 2011

A novel greedy algorithm for Nyström approximation.
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, 2011

An information theoretic approach to generating fuzzy hypercubes for if-then classifiers.
Journal of Intelligent and Fuzzy Systems, 2011

Impact of Term Dependency and Class Imbalance on the Performance of Feature Ranking Methods.
IJPRAI, 2011

A Novel Approach to Path Planning for Autonomous Mobile Robots.
Control and Intelligent Systems, 2011

Maneuvering Head Motion Tracking by Coarse-to-Fine Particle Filter.
Proceedings of the Image Analysis and Recognition - 8th International Conference, 2011

Dictionary Learning in Texture Classification.
Proceedings of the Image Analysis and Recognition - 8th International Conference, 2011

Multiple Classifier System for Urban Area's Extraction from High Resolution Remote Sensing Imagery.
Proceedings of the Image Analysis and Recognition - 8th International Conference, 2011

An Efficient Greedy Method for Unsupervised Feature Selection.
Proceedings of the 11th IEEE International Conference on Data Mining, 2011

Global Optimal Path Planning for Mobile Robots Based on Hybrid Approach with High Diversity and Memorization.
Proceedings of the Autonomous and Intelligent Systems - Second International Conference, 2011

Audio-Based Emotion Recognition from Natural Conversations Based on Co-Occurrence Matrix and Frequency Domain Energy Distribution Features.
Proceedings of the Affective Computing and Intelligent Interaction, 2011

2010
An Efficient Concept-Based Mining Model for Enhancing Text Clustering.
IEEE Trans. Knowl. Data Eng., 2010

Filter-Based Data Partitioning for Training Multiple Classifier Systems.
IEEE Trans. Knowl. Data Eng., 2010

Integrating heterogeneous classifier ensembles for EMG signal decomposition based on classifier agreement.
IEEE Trans. Information Technology in Biomedicine, 2010

An Analysis of IrisCode.
IEEE Trans. Image Processing, 2010

A cooperative particle swarm optimizer with migration of heterogeneous probabilistic models.
Swarm Intelligence, 2010

Cooperative clustering.
Pattern Recognition, 2010

On voting-based consensus of cluster ensembles.
Pattern Recognition, 2010

A fast algorithm for AR parameter estimation using a novel noise-constrained least-squares method.
Neural Networks, 2010

Flocking based approach for data clustering.
Natural Computing, 2010

Special issue on: Recent advances and future directions in biometrics personal identification.
J. Network and Computer Applications, 2010

An Efficient Model for Enhancing Text Categorization Using Sentence Semantics.
Computational Intelligence, 2010

Discrete cooperative particle swarm optimization for FPGA placement.
Appl. Soft Comput., 2010

A Texton-Based Approach for the Classification of Lung Parenchyma in CT Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Multiple Classifier Systems in Texton-Based Approach for the Classification of CT Images of Lung.
Proceedings of the Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging, 2010

Improved relevance feedback using density-based clustering.
Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, 2010

Random Subspace Method in Text Categorization.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Incremental clustering algorithm based on phrase-semantic similarity histogram.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2010

Nonlinear Scale Space Theory in Texture Classification Using Multiple Classifier Systems.
Proceedings of the Image Analysis and Recognition, 7th International Conference, 2010

Segmentation of Very High Resolution Remote Sensing Imagery of Urban Areas Using Particle Swarm Optimization Algorithm.
Proceedings of the Image Analysis and Recognition, 7th International Conference, 2010

An integral approach for Geno-Simulated Annealing.
Proceedings of the 10th International Conference on Hybrid Intelligent Systems (HIS 2010), 2010

Applying anti-flocking model in mobile surveillance systems.
Proceedings of the Autonomous and Intelligent Systems - First International Conference, 2010

2009
PSO_Bounds: A New Hybridization Technique of PSO and EDAs.
Proceedings of the Foundations of Computational Intelligence, 2009

Stability-Based Model Order Selection for Clustering Using Multiple Cooperative Particle Swarms.
Proceedings of the Foundations of Computational Intelligence, 2009

Hierarchically Distributed Peer-to-Peer Document Clustering and Cluster Summarization.
IEEE Trans. Knowl. Data Eng., 2009

A distance-relatedness dynamic model for clustering high dimensional data of arbitrary shapes and densities.
Pattern Recognition, 2009

A survey of palmprint recognition.
Pattern Recognition, 2009

Enhanced bisecting k-means clustering using intermediate cooperation.
Pattern Recognition, 2009

Data dependency in multiple classifier systems.
Pattern Recognition, 2009

A generalized adaptive ensemble generation and aggregation approach for multiple classifier systems.
Pattern Recognition, 2009

Classification of Imbalanced Data: a Review.
IJPRAI, 2009

Oppositional target domain estimation using grid-based simulation.
Appl. Soft Comput., 2009

New Semantic Similarity Based Model for Text Clustering Using Extended Gloss Overlaps.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2009

Cooperative Recurrent Neural Network for Multiclass Support Vector Machine Learning.
Proceedings of the Advances in Neural Networks, 2009

A Comparative Study of Clustering Methods for Urban Areas Segmentation from High Resolution Remote Sensing Image.
Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009

Enhancing Text Clustering Performance Using Semantic Similarity.
Proceedings of the Enterprise Information Systems, 11th International Conference, 2009

Document Clustering Using Semantic Kernels Based on Term-Term Correlations.
Proceedings of the ICDM Workshops 2009, 2009

Black-box optimization benchmarking for noiseless function testbed using PSO_bounds.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Black-box optimization benchmarking for noiseless function testbed using particle swarm optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Black-box optimization benchmarking for noiseless function testbed using an EDA and PSO hybrid.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Discrete and continuous particle swarm optimization for FPGA placement.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

2008
The Concept of Opposition and Its Use in Q-Learning and Q(lambda) Techniques.
Proceedings of the Oppositional Concepts in Computational Intelligence, 2008

Cooperative Learning Algorithms for Data Fusion Using Novel L1 Estimation.
IEEE Trans. Signal Processing, 2008

A Generalized Least Absolute Deviation Method for Parameter Estimation of Autoregressive Signals.
IEEE Trans. Neural Networks, 2008

Domain Representation Using Possibility Theory: An Exploratory Study.
IEEE Trans. Fuzzy Systems, 2008

An interactive environment for motor unit potential classification using certainty-based classifiers.
Simulation Modelling Practice and Theory, 2008

Three measures for secure palmprint identification.
Pattern Recognition, 2008

Toward a tight upper bound for the error probability of the binary Gaussian classification problem.
Pattern Recognition, 2008

Cumulative Voting Consensus Method for Partitions with Variable Number of Clusters.
IEEE Trans. Pattern Anal. Mach. Intell., 2008

Geometry-Based Image Retrieval in Binary Image Databases.
IEEE Trans. Pattern Anal. Mach. Intell., 2008

Diversity-based combination of non-parametric classifiers for EMG signal decomposition.
Pattern Anal. Appl., 2008

A Cooperative Recurrent Neural Network for Solving L1 Estimation Problems with General Linear Constraints.
Neural Computation, 2008

Trust and cooperation from a fuzzy perspective.
Mathematics and Computers in Simulation, 2008

Distributed collaborative Web document clustering using cluster keyphrase summaries.
Information Fusion, 2008

Keyword extraction rules based on a part-of-speech hierarchy.
IJAMC, 2008

A software package for interactive motor unit potential classification using fuzzy k-NN classifier.
Computer Methods and Programs in Biomedicine, 2008

Fusion of multiple classifiers for motor unit potential sorting.
Biomed. Signal Proc. and Control, 2008

Tradeoff between exploration and exploitation of OQ(lambda) with non-Markovian update in dynamic environments.
Proceedings of the International Joint Conference on Neural Networks, 2008

A novel validity measure for clusters of arbitrary shapes and densities.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Finding Arbitrary Shaped Clusters for Character Recognition.
Proceedings of the Image Analysis and Recognition, 5th International Conference, 2008

Efficient Bisecting k-Medoids and Its Application in Gene Expression Analysis.
Proceedings of the Image Analysis and Recognition, 5th International Conference, 2008

Particle swarm clustering ensemble.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Automatic Extraction of Domain-Specific Stopwords from Labeled Documents.
Proceedings of the Advances in Information Retrieval , 2008

Distributed Peer-to-Peer Cooperative Partitional-Divisive Clustering for gene expression datasets.
Proceedings of the 2008 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2008

Model order selection for multiple cooperative swarms clustering using stability analysis.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

A Fuzzy Approach for Analyzing Outliers in Gene Expression Data.
Proceedings of the 2008 International Conference on BioMedical Engineering and Informatics, 2008

Towards Better Outliers Detection for Gene Expression Datasets.
Proceedings of the International Conference on Biocomputation, 2008

Enhanced document clustering using fusion of multiscale wavelet decomposition.
Proceedings of the 6th ACS/IEEE International Conference on Computer Systems and Applications, 2008

Enhancing Text Categorization Using Sentence Semantics.
Proceedings of the Advanced Data Mining and Applications, 4th International Conference, 2008

2007
Cooperative Recurrent Neural Networks for the Constrained L1 Estimator.
IEEE Trans. Signal Processing, 2007

Novel Cooperative Neural Fusion Algorithms for Image Restoration and Image Fusion.
IEEE Trans. Image Processing, 2007

Semantic Understanding of General Linguistic Items by Means of Fuzzy Set Theory.
IEEE Trans. Fuzzy Systems, 2007

A Hybrid Classifier Fusion Approach for Motor Unit Potential Classification During EMG Signal Decomposition.
IEEE Trans. Biomed. Engineering, 2007

Development and Analysis of a Neural Dynamical Approach to Nonlinear Programming Problems.
IEEE Trans. Automat. Contr., 2007

Cost-sensitive boosting for classification of imbalanced data.
Pattern Recognition, 2007

Shape retrieval using triangle-area representation and dynamic space warping.
Pattern Recognition, 2007

A Measurement Fusion Method for Nonlinear System Identification Using a Cooperative Learning Algorithm.
Neural Computation, 2007

Stand-alone embedded vision system based on fuzzy associative database.
Image Vision Comput., 2007

Human-robot Interfaces for Social Interaction.
I. J. Robotics and Automation, 2007

Enhancing Search Engine Quality Using Concept-based Text Retrieval.
Proceedings of the 2007 IEEE / WIC / ACM International Conference on Web Intelligence, 2007

Automatic Taxonomy Extraction Using Google and Term Dependency.
Proceedings of the 2007 IEEE / WIC / ACM International Conference on Web Intelligence, 2007

Multiple Cooperating Swarms for Data Clustering.
Proceedings of the 2007 IEEE Swarm Intelligence Symposium, 2007

Adaptive similarity search in metric trees.
Proceedings of the IEEE International Conference on Systems, 2007

Fuzzy outlier analysis a combined clustering - outlier detection approach.
Proceedings of the IEEE International Conference on Systems, 2007

Combining feature ranking for text classification.
Proceedings of the IEEE International Conference on Systems, 2007

Learning social networks using multiple resampling method.
Proceedings of the IEEE International Conference on Systems, 2007

Hard-fuzzy clustering: A cooperative approach.
Proceedings of the IEEE International Conference on Systems, 2007

Aggregation of tiling-based reinforcement learning algorithms.
Proceedings of the IEEE International Conference on Systems, 2007

A new design of multiple classifier system and its application to the classification of time series data.
Proceedings of the IEEE International Conference on Systems, 2007

HP2PC: Scalable Hierarchically-Distributed Peer-to-Peer Clustering.
Proceedings of the Seventh SIAM International Conference on Data Mining, 2007

A concept-based model for enhancing text categorization.
Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007

Hybrid learning scheme for modular-based phoneme recognizer.
Proceedings of the 9th International Symposium on Signal Processing and Its Applications, 2007

Pitch Control of an Aircraft with Aggregated Reinforcement Learning Algorithms.
Proceedings of the International Joint Conference on Neural Networks, 2007

Learning Term Dependency Links Using Information Theoretic Inclusion Measure.
Proceedings of the Workshops Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

A Text Classification Framework with a Local Feature Ranking for Learning Social Networks.
Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

Speech Emotion Recognition using Gaussian Mixture Vector Autoregressive Models.
Proceedings of the IEEE International Conference on Acoustics, 2007

Discovering Connected Patterns in Gene Expression Arrays.
Proceedings of the 2007 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2007

Particle swarm optimization with varying bounds.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007

Pattern Cores And Connectedness in Cancer Gene Expression.
Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007

Cooperative Partitional-Divisive Clustering and Its Application in Gene Expression Analysis.
Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007

2006
Clustering Ensemble Using ANT and ART.
Proceedings of the Swarm Intelligence in Data Mining, 2006

Multi-object image retrieval based on shape and topology.
Sig. Proc.: Image Comm., 2006

An aggregated clustering approach using multi-ant colonies algorithms.
Pattern Recognition, 2006

Adaptive fusion and co-operative training for classifier ensembles.
Pattern Recognition, 2006

Palmprint identification using feature-level fusion.
Pattern Recognition, 2006

An analysis of BioHashing and its variants.
Pattern Recognition, 2006

Wavelet Approximation-Based Affine Invariant Shape Representation Functions.
IEEE Trans. Pattern Anal. Mach. Intell., 2006

Adaptive certainty-based classification for decomposition of EMG signals.
Med. Biol. Engineering and Computing, 2006

Higher order feature selection for text classification.
Knowl. Inf. Syst., 2006

Fuzzy Reinforcement Learning for Embedded Soccer Agents in a Multi-Agent Context.
I. J. Robotics and Automation, 2006

Mtar: a Robust 2d Shape Representation.
Int. J. Image Graphics, 2006

Aggregation of Multiple Reinforcement Learning Algorithms.
International Journal on Artificial Intelligence Tools, 2006

Learning Social Networks from Web Documents Using Support Vector Classifiers.
Proceedings of the 2006 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2006), 2006

Cooperation: Concepts and General Typology.
Proceedings of the IEEE International Conference on Systems, 2006

Learning Mechanisms for Intelligent Fault Diagnosis.
Proceedings of the IEEE International Conference on Systems, 2006

Collaborative Document Clustering.
Proceedings of the Sixth SIAM International Conference on Data Mining, 2006

A Novel Cooperative Neural Learning Algorithm for Data Fusion.
Proceedings of the International Joint Conference on Neural Networks, 2006

A Cooperative Recurrent Neural Network Algorithm for Parameter Estimation of Autoregressive Signals.
Proceedings of the International Joint Conference on Neural Networks, 2006

Opposition-Based Q(lambda) Algorithm.
Proceedings of the International Joint Conference on Neural Networks, 2006

Aggregation of Reinforcement Learning Algorithms.
Proceedings of the International Joint Conference on Neural Networks, 2006

An Anatomy of IrisCode for Precise Phase Representation.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Does EigenPalm work? A System and Evaluation Perspective.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

A Fast Algorithm for Template Matching.
Proceedings of the Image Analysis and Recognition, Third International Conference, 2006

Boosting for Learning Multiple Classes with Imbalanced Class Distribution.
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Enhancing Text Retrieval Performance using Conceptual Ontological Graph.
Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Enhancing Text Clustering Using Concept-based Mining Model.
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Revealing the Secret of FaceHashing.
Proceedings of the Advances in Biometrics, International Conference, 2006

ART-based Clustering Aggregation.
Proceedings of the 2006 IEEE International Conference on Granular Computing, 2006

A Methodology for Extracting and Representing Actions in Texts.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

Document Mining Based on Semantic Understanding of Text.
Proceedings of the Progress in Pattern Recognition, 2006

On The Convergence of Information Exchange Methods in Multiple Cooperating Swarms.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

2005
Understanding hand gestures using approximate graph matching.
IEEE Trans. Systems, Man, and Cybernetics, Part A, 2005

Intrusion detection using hierarchical neural networks.
Pattern Recognition Letters, 2005

Hierarchical representation of 2-D shapes using convex polygons: a contour-based approach.
Pattern Recognition Letters, 2005

Natural Skeletonization: New Approach For The Skeletonization Of Handwritten Characters.
Int. J. Image Graphics, 2005

Deploying power-aware on-demand (PAOD) schemes over routing protocols of mobile wireless ad hoc networks.
Int. J. Communication Systems, 2005

Behavior Arbitration using a Fuzzy Reinforcement Learning Approach.
Intelligent Automation & Soft Computing, 2005

Multiple Cooperating Swarms for Non-Linear Function Optimization.
Proceedings of the Soft Computing as Transdisciplinary Science and Technology, 2005

Information exchange in multiple cooperating swarms.
Proceedings of the 2005 IEEE Swarm Intelligence Symposium, 2005

Text Classification Using Small Number of Features.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2005

CorePhrase: Keyphrase Extraction for Document Clustering.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2005

An Approach to Mining Picture Objects Based on Textual Cues.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2005

Data Partitioning Evaluation Measures for Classifier Ensembles.
Proceedings of the Multiple Classifier Systems, 6th International Workshop, 2005

Design of Multiple Classifier Systems for Time Series Data.
Proceedings of the Multiple Classifier Systems, 6th International Workshop, 2005

Cluster-Based Cumulative Ensembles.
Proceedings of the Multiple Classifier Systems, 6th International Workshop, 2005

An Analysis on Accuracy of Cancelable Biometrics Based on BioHashing.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2005

Segment-based approach to the recognition of emotions in speech.
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

Extraction of filled in strokes from cheque image using pseudo 2D wavelet with adjustable support.
Proceedings of the 2005 International Conference on Image Processing, 2005

Robust multiscale triangle-area representation for 2D shapes.
Proceedings of the 2005 International Conference on Image Processing, 2005

Skew Estimation and Correction for Form Documents Using Wavelet Decomposition.
Proceedings of the Image Analysis and Recognition, Second International Conference, 2005

Efficient Multiscale Shape-Based Representation and Retrieval.
Proceedings of the Image Analysis and Recognition, Second International Conference, 2005

Compressing 2-D Shapes Using Concavity Trees.
Proceedings of the Image Analysis and Recognition, Second International Conference, 2005

Envelope Detection of Multi-object Shapes.
Proceedings of the Image Analysis and Recognition, Second International Conference, 2005

Empirical Study on Weighted Voting Multiple Classifiers.
Proceedings of the Pattern Recognition and Data Mining, 2005

A Taxonomy of Cooperative Search Algorithms.
Proceedings of the Hybrid Metaheuristics, Second International Workshop, 2005

Factors governing the behavior of multiple cooperating swarms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Fuzzy Methodology for Enhancement of Context Semantic Understanding.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2005

A Study of Brute-Force Break-ins of a Palmprint Verification System.
Proceedings of the Audio- and Video-Based Biometric Person Authentication, 2005

Topic Discovery from Document Using Ant-Based Clustering Combination.
Proceedings of the Web Technologies Research and Development - APWeb 2005, 7th Asia-Pacific Web Conference, Shanghai, China, March 29, 2005

2004
Efficient Phrase-Based Document Indexing for Web Document Clustering.
IEEE Trans. Knowl. Data Eng., 2004

Iterative multimodel subimage binarization for handwritten character segmentation.
IEEE Trans. Image Processing, 2004

Detail preserving impulsive noise removal.
Sig. Proc.: Image Comm., 2004

Document Similarity Using a Phrase Indexing Graph Model.
Knowl. Inf. Syst., 2004

A Framework for Optimal Multi-Agent Sensor Planning.
I. J. Robotics and Automation, 2004

Automatic Image Registration Using Virtual Circles.
Int. J. Image Graphics, 2004

Matching Concavity Trees.
Proceedings of the Structural, 2004

Bounds for the Average Generalization Error of the Mixture of Experts Neural Network.
Proceedings of the Structural, 2004

Multi-classification techniques applied to EMG signal decomposition.
Proceedings of the IEEE International Conference on Systems, 2004

Reinforcement learning and aggregation.
Proceedings of the IEEE International Conference on Systems, 2004

An information-theoretic measure to evaluate data partitions in multiple classifiers.
Proceedings of the IEEE International Conference on Systems, 2004

Effect of sharing training patterns on the performance of classifier ensemble.
Proceedings of the IEEE International Conference on Systems, 2004

Sharing Training Patterns among Multiple Classifiers.
Proceedings of the Multiple Classifier Systems, 5th International Workshop, 2004

A Modular System for the Classification of Time Series Data.
Proceedings of the Multiple Classifier Systems, 5th International Workshop, 2004

A Probabilistic Model Using Information Theoretic Measures for Cluster Ensembles.
Proceedings of the Multiple Classifier Systems, 5th International Workshop, 2004

Coarse-to-Fine Multiscale Affine Invariant Shape Matching and Classification.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Shape Retrieval using Concavity Trees.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

An Efficient Two-Level SOMART Document Clustering Through Dimensionality Reduction.
Proceedings of the Neural Information Processing, 11th International Conference, 2004

Wavelet approximation-based affine invariant 2-d shape matching and classification.
Proceedings of the 2004 International Conference on Image Processing, 2004

A Spatially Adaptive Filter Reducing Arc Stripe Noise for Sector Scan Medical Ultrasound Imaging.
Proceedings of the Image Analysis and Recognition: International Conference, 2004

Significance Test for Feature Subset Selection on Image Recognition.
Proceedings of the Image Analysis and Recognition: International Conference, 2004

2-D Shape Matching Using Asymmetric Wavelet-Based Dissimilarity Measure.
Proceedings of the Image Analysis and Recognition: International Conference, 2004

Region of Interest Based Prostate Tissue Characterization Using Least Square Support Vector Machine LS-SVM.
Proceedings of the Image Analysis and Recognition: International Conference, 2004

Contour Description Through Set Operations on Dynamic Reference Shapes.
Proceedings of the Image Analysis and Recognition: International Conference, 2004

Robust Shape Retrieval Using Maximum Likelihood Theory.
Proceedings of the Image Analysis and Recognition: International Conference, 2004

Comparing Viewpoint Evaluation Functions for Model-Based Inspectional Coverage.
Proceedings of the 1st Canadian Conference on Computer and Robot Vision (CRV 2004) 17-19 May 2004, 2004

Affine Invariant Multiscale Wavelet-Based Shape Matching Algorithm.
Proceedings of the 1st Canadian Conference on Computer and Robot Vision (CRV 2004) 17-19 May 2004, 2004

2003
An agent-based approach to multisensor coordination.
IEEE Trans. Systems, Man, and Cybernetics, Part A, 2003

Virtual circles: a new set of features for fast image registration.
Pattern Recognition Letters, 2003

Range image segmentation using local approximation of scan lines with application to CAD model acquisition.
Mach. Vis. Appl., 2003

An architecture for cooperative information systems.
Knowl.-Based Syst., 2003

Agent-Based System Architecture for Dynamic and Open Environments.
International Journal of Information Technology and Decision Making, 2003

Incremental Document Clustering Using Cluster Similarity Histograms.
Proceedings of the 2003 IEEE / WIC International Conference on Web Intelligence, 2003

Clustering ensemble using swarm intelligence.
Proceedings of the 2003 IEEE Swarm Intelligence Symposium, 2003

Comparison of BPL and RBF Network in Intrusion Detection System.
Proceedings of the Rough Sets, 2003

Data Dependence in Combining Classifiers.
Proceedings of the Multiple Classifier Systems, 4th International Workshop, 2003

Finding Natural Clusters Using Multi-clusterer Combiner Based on Shared Nearest Neighbors.
Proceedings of the Multiple Classifier Systems, 4th International Workshop, 2003

Generation of Fuzzy Membership Function Using Information Theory Measures and Genetic Algorithm.
Proceedings of the Fuzzy Sets and Systems - IFSA 2003, 10th International Fuzzy Systems Association World Congress, Istanbul, Turkey, June 30, 2003

Refined Shared Nearest Neighbors Graph for Combining Multiple Data Clusterings.
Proceedings of the Advances in Intelligent Data Analysis V, 2003

Iterative sub-image binarization for document images.
Proceedings of the 2003 International Conference on Image Processing, 2003

Image registration using collinear virtual circles.
Proceedings of the 2003 International Conference on Image Processing, 2003

New Approach for the Skeletonization of Handwritten Characters in Gray-Level Images.
Proceedings of the 7th International Conference on Document Analysis and Recognition (ICDAR 2003), 2003

Evaluation of Multi-Agent Toolkits: A Benchmark.
Proceedings of the International Conference on Artificial Intelligence, 2003

New Wavelet-Based Invariant Shape Representation Functions.
Proceedings of the Pattern Recognition and Image Analysis, First Iberian Conference, 2003

A Probabilistic Model for the Cooperative Modular Neural Network.
Proceedings of the Pattern Recognition and Image Analysis, First Iberian Conference, 2003

2002
Multi-resolution image registration using multi-class Hausdorff fraction.
Pattern Recognition Letters, 2002

Shape-Based Image Retrieval Applied to Trademark Images.
Int. J. Image Graphics, 2002

Iterative model-based binarization algorithm for cheque images.
IJDAR, 2002

Document Classification Using Phrases.
Proceedings of the Structural, 2002

Shape Representation Using Concavity Graphs.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Image Registration Using Virtual Circles and Edge Direction.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Phrase-based Document Similarity Based on an Index Graph Model.
Proceedings of the 2002 IEEE International Conference on Data Mining (ICDM 2002), 2002

Extraction of Text Phrases Using Hierarchical Grammar.
Proceedings of the Advances in Artificial Intelligence, 2002

Topic Discovery from Text Using Aggregation of Different Clustering Methods.
Proceedings of the Advances in Artificial Intelligence, 2002

2001
A Simulation Environment for Multi-Sensor Planning.
Simulation, 2001

On combining classifiers using sum and product rules.
Pattern Recognition Letters, 2001

Fast computation of 2-D image moments using biaxial transform.
Pattern Recognition, 2001

Image data mining from financial documents based on wavelet features.
Proceedings of the 2001 International Conference on Image Processing, 2001

Image registration using the Hausdorff fraction and virtual circles.
Proceedings of the 2001 International Conference on Image Processing, 2001

Binarization of Document Images Using Image Dependent Model.
Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001

Feature Based Decision Fusion.
Proceedings of the Advances in Pattern Recognition, 2001

2000
High performance computing for industrial visual inspection.
Mach. Vis. Appl., 2000

Guest editorial (Special Issue on Distributed Manufacturing Systems).
J. Intelligent Manufacturing, 2000

Guest Editorial.
Intelligent Automation & Soft Computing, 2000

Interaction Devices For Coordinating Cooperative Distributed Systems.
Intelligent Automation & Soft Computing, 2000

A Modular Neural Network for Vague Classification.
Proceedings of the Rough Sets and Current Trends in Computing, 2000

Fast modular neural nets for face detection.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2000

Fast Modular Neural Nets for Human Face Detection.
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

Combining Independent and Unbiased Classifiers Using Weighted Average.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Range Image Segmentation with Application to CAD Model Acquisition.
Proceedings of the 2000 International Conference on Image Processing, 2000

A Multi-Agent System Architecture for Information Gathering.
Proceedings of the 11th International Workshop on Database and Expert Systems Applications (DEXA'00), 2000

1999
A genetic algorithm for the estimation of ridges in fingerprints.
IEEE Trans. Image Processing, 1999

Feature-based decision aggregation in modular neural network classifiers.
Pattern Recognition Letters, 1999

Modular Neural Networks A Survey.
Int. J. Neural Syst., 1999

Multiple classifier hierarchical architecture for handwritten Arabic character recognition.
Proceedings of the International Joint Conference Neural Networks, 1999

Learning decision fusion in cooperative modular neural networks.
Proceedings of the International Joint Conference Neural Networks, 1999

Information Gathering System: Internet Navigation.
Proceedings of the IJCAI-99 Workshop on Intelligent Information Integration, 1999

1998
An experimental approach to robotic grasping using a connectionist architecture and generic grasping functions.
IEEE Trans. Systems, Man, and Cybernetics, Part C, 1998

Reorganizing Knowledge to Improve Performance.
IEEE Trans. Knowl. Data Eng., 1998

Learning Coordination Strategies for Cooperative Multiagent Systems.
Machine Learning, 1998

Modular Neural Network Classifiers: A Comparative Study.
Journal of Intelligent and Robotic Systems, 1998

CMNN: Cooperative Modular Neural Networks.
Neurocomputing, 1998

Learning coordination strategies for multiple robots.
Proceedings of the Proceedings 1998 IEEE/RSJ International Conference on Intelligent Robots and Systems. Innovations in Theory, 1998

Adaptive Image Compression based on Segmentation and Block Classification.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

1997
Model transformations in simulation and planning: behavior preserving model simplifications.
IEEE Trans. Systems, Man, and Cybernetics, Part A, 1997

A vector distribution model and an effective nearest neighbor search method for image vector quantization.
IEEE Trans. Image Processing, 1997

CMNN: Cooperative Modular Neural Networks for pattern recognition.
Pattern Recognition Letters, 1997

Representation Shifts Using Knowledge Compilation.
International Journal on Artificial Intelligence Tools, 1997

CMNN: cooperative modular neural network.
Proceedings of International Conference on Neural Networks (ICNN'97), 1997

1996
An experimental approach to robotic grasping using reinforcement learning and generic grasping functions.
Proceedings of the 1996 IEEE International Conference on Robotics and Automation, 1996

A connectionist model for learning robotic grasps using reinforcement learning.
Proceedings of International Conference on Neural Networks (ICNN'96), 1996

Modular neural network architectures for classification.
Proceedings of International Conference on Neural Networks (ICNN'96), 1996

1995
Automating Knowledge Acquisition: A Propositional Approach to Representing Expertise as an Alternative to Repertory Grid Technique.
IEEE Trans. Knowl. Data Eng., 1995

A connectionist model of human grasps and its application to robot grasping.
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995

Voting schemes for cooperative neural network classifiers.
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995

A segmentation criterion for digital image compression.
Proceedings of the 1995 International Conference on Acoustics, 1995

1994
Face recognition using perspective invariant features.
Pattern Recognition Letters, 1994

New algorithms for solving the fuzzy clustering problem.
Pattern Recognition, 1994

DyKOr: a method for generating the content of explanations in knowledge systems.
Knowl.-Based Syst., 1994

Machine assignment and part-families formation using group technology.
J. Intelligent Manufacturing, 1994

Fuzzy Clustering Neural Network (FCNN): Competitive Learning and Parallel Architecture.
Journal of Intelligent and Fuzzy Systems, 1994

Restructuring Rule Bases to Improve Performance.
Proceedings of the Methodologies for Intelligent Systems, 8th International Symposium, 1994

Image reconstruction from contour data using a back-propogation neural network.
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994

1993
ODEXPERT: an expert system to select numerical solvers for initial value ODE systems.
ACM Trans. Math. Softw., 1993

System for the Recognition of Human Faces.
IBM Systems Journal, 1993

Extraction of Binary Character/Graphics Images from Grayscale Document Images.
CVGIP: Graphical Model and Image Processing, 1993

Information retrieval from hypertext documents (solution session).
Proceedings of the 11th Annual International Conference on Systems Documentation, 1993

Formal methods for evaluating information retrieval in hypertext systems.
Proceedings of the 11th Annual International Conference on Systems Documentation, 1993

1992
Equal-average hyperplane partitioning method for vector quantization of image data.
Pattern Recognition Letters, 1992

Graph-based retrieval of information in hypertext systems.
Proceedings of the 10th Annual International Conference on Systems Documentation, 1992

1991
Image compression by variable block truncation coding with optimal threshold.
IEEE Trans. Signal Processing, 1991

A thresholded fuzzy c-means algorithm for semi-fuzzy clustering.
Pattern Recognition, 1991

1990
Fuzzy query processing using clustering techniques.
Inf. Process. Manage., 1990

1989
Multidimensional data clustering utilizing hybrid search strategies.
Pattern Recognition, 1989

1988
Representing uncertainty in robot task planning.
Proceedings of the 1988 IEEE International Conference on Robotics and Automation, 1988

1979
Automatic Partitioning of Stiff Systems and Exploiting the Resulting Structure.
ACM Trans. Math. Softw., 1979


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