On Combining Classifiers

Authors:
Josef Kittler;Mohamad Hatef;Robert P. W. Duin;Jiri Matas
Affiliations:
Univ. of Surrey, Guildford, UK;ERA Technology Ltd., Leatherhead, UK;Delft Univ. of Technology, Lorentzweg, The Netherlands;Univ. of Surrey, Guildford, UK
Venue:
IEEE Transactions on Pattern Analysis and Machine Intelligence
Year:
1998

Citing 9
Cited 991

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Game theoretical analysis of the simple one-vs.-all classifier

Neurocomputing
Letters: Multimodal face and fingerprint biometrics authentication on space-limited tokens

Neurocomputing
Estimation and decision fusion: A survey

Neurocomputing
A modular classification model for received signal strength based location systems

Neurocomputing
Over-complete feature generation and feature selection for biometry

Expert Systems with Applications: An International Journal
Partitioned logistic regression for spam filtering

Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Scaling up text classification for large file systems

Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Robust face recognition under partial occlusion based on support vector machine with local Gaussian summation kernel

Image and Vision Computing
A Viewpoint Invariant, Sparsely Registered, Patch Based, Face Verifier

International Journal of Computer Vision
The combination of multiple classifiers using an evidential reasoning approach

Artificial Intelligence
Comparative evaluation of support vector machines and probabilistic neural networks in superficial bladder cancer classification

Journal of Computational Methods in Sciences and Engineering
A multilayered neuro-fuzzy classifier with self-organizing properties

Fuzzy Sets and Systems
Investigating methods for improving bagged k-NN classifiers

AIKED'08 Proceedings of the 7th WSEAS International Conference on Artificial intelligence, knowledge engineering and data bases
Optimized Associative Memories for Feature Selection

IbPRIA '07 Proceedings of the 3rd Iberian conference on Pattern Recognition and Image Analysis, Part I
Rejection Strategies Involving Classifier Combination for Handwriting Recognition

IbPRIA '07 Proceedings of the 3rd Iberian conference on Pattern Recognition and Image Analysis, Part II
Speech Emotion Recognition Based on a Fusion of All-Class and Pairwise-Class Feature Selection

ICCS '07 Proceedings of the 7th international conference on Computational Science, Part I: ICCS 2007
Unbiased Linear Neural-Based Fusion with Normalized Weighted Average Algorithm for Regression

ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Part II--Advances in Neural Networks
Radial Basis Probabilistic Neural Networks Committee for Palmprint Recognition

ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Part II--Advances in Neural Networks
On Combining Dissimilarity-Based Classifiers to Solve the Small Sample Size Problem for Appearance-Based Face Recognition

CAI '07 Proceedings of the 20th conference of the Canadian Society for Computational Studies of Intelligence on Advances in Artificial Intelligence
One Lead ECG Based Personal Identification with Feature Subspace Ensembles

MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition
The AIT Multimodal Person Identification System for CLEAR 2007

Multimodal Technologies for Perception of Humans
ISL Person Identification Systems in the CLEAR 2007 Evaluations

Multimodal Technologies for Perception of Humans
Ensembles of Multi-Objective Decision Trees

ECML '07 Proceedings of the 18th European conference on Machine Learning
On the Combination of Ridgelets Descriptors for Symbol Recognition

Graphics Recognition. Recent Advances and New Opportunities
Combination of Image Registration Algorithms for Patient Alignement in Proton Beam Therapy

ICISP '08 Proceedings of the 3rd international conference on Image and Signal Processing
Reliability Assessment of Ensemble Classifiers: Application in Mammography

IWDM '08 Proceedings of the 9th international workshop on Digital Mammography
Handwritten Signature and Speech: Preliminary Experiments on Multiple Source and Classifiers for Personal Identity Verification

IWCF '08 Proceedings of the 2nd international workshop on Computational Forensics
Co-occurrence Matrixes for the Quality Assessment of Coded Images

ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part I
Trust-Based Classifier Combination for Network Anomaly Detection

CIA '08 Proceedings of the 12th international workshop on Cooperative Information Agents XII
Is a Voting Approach Accurate for Opinion Mining?

DaWaK '08 Proceedings of the 10th international conference on Data Warehousing and Knowledge Discovery
Functional Learning of Kernels for Information Fusion Purposes

CIARP '08 Proceedings of the 13th Iberoamerican congress on Pattern Recognition: Progress in Pattern Recognition, Image Analysis and Applications
Combining Classifiers through Triplet-Based Belief Functions

ECML PKDD '08 Proceedings of the 2008 European Conference on Machine Learning and Knowledge Discovery in Databases - Part I
A Boost Voting Strategy for Knowledge Integration and Decision Making

ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks
On Combining Classifiers by Relaxation for Natural Textures in Images

HAIS '08 Proceedings of the 3rd international workshop on Hybrid Artificial Intelligence Systems
CRAWLING THE CONSTRUCTION WEB-A MACHINE-LEARNING APPROACH WITHOUT NEGATIVE EXAMPLES

Applied Artificial Intelligence
Genetic nearest feature plane

Expert Systems with Applications: An International Journal
Integrating semantically heterogeneous aggregate views of distributed databases

Distributed and Parallel Databases
Combining similarity measures in content-based image retrieval

Pattern Recognition Letters
View independent face detection based on horizontal rectangular features and accuracy improvement using combination kernel of various sizes

Pattern Recognition
Investigation on LP-residual representations for speaker identification

Pattern Recognition
Pattern recognition with a Bayesian kernel combination machine

Pattern Recognition Letters
Combining Decision Trees Based on Imprecise Probabilities and Uncertainty Measures

ECSQARU '07 Proceedings of the 9th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
Average and Majority Gates: Combining Information by Means of Bayesian Networks

ECSQARU '07 Proceedings of the 9th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
The Use of Fuzzy t-Conorm Integral for Combining Classifiers

ECSQARU '07 Proceedings of the 9th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
Gabor Filter-Based Fingerprint Anti-spoofing

ACIVS '08 Proceedings of the 10th International Conference on Advanced Concepts for Intelligent Vision Systems
Open-ended category learning for language acquisition

Connection Science - Language and Robots
Sales forecasting using extreme learning machine with applications in fashion retailing

Decision Support Systems
An experimental comparison of ensemble of classifiers for bankruptcy prediction and credit scoring

Expert Systems with Applications: An International Journal
Ensemble generation and feature selection for the identification of students with learning disabilities

Expert Systems with Applications: An International Journal
A Multi-Criteria Decision Method Based on Rank Distance

Fundamenta Informaticae
Robust multimodal audio---visual processing for advanced context awareness in smart spaces

Personal and Ubiquitous Computing
Methods and algorithms of collective recognition

Automation and Remote Control
Diversity of ability and cognitive style for group decision processes

Information Sciences: an International Journal
Gaussian Process Person Identifier Based on Simple Floor Sensors

EuroSSC '08 Proceedings of the 3rd European Conference on Smart Sensing and Context
An evaluation of one-class classification techniques for speaker verification

Artificial Intelligence Review
Selection and Fusion of Similarity Measure Based Classifiers Using Support Vector Machines

SSPR & SPR '08 Proceedings of the 2008 Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
Adversarial Pattern Classification Using Multiple Classifiers and Randomisation

SSPR & SPR '08 Proceedings of the 2008 Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
Automatic Classification of NMR Spectra by Ensembles of Local Experts

SSPR & SPR '08 Proceedings of the 2008 Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
Use of Structured Pattern Representations for Combining Classifiers

SSPR & SPR '08 Proceedings of the 2008 Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
Combination of Experts by Classifiers in Similarity Score Spaces

SSPR & SPR '08 Proceedings of the 2008 Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
Selection of Suitable Set of Decision Rules Using Choquet Integral

SSPR & SPR '08 Proceedings of the 2008 Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
A New Adaptive Combination Approach to Score Level Fusion for Face and Iris Biometrics Combining Wavelets and Statistical Moments

ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing, Part II
Visual Servoing for Patient Alignment in ProtonTherapy

ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing, Part II
Interaction of Agents and Data Mining in Ubiquitous Environment

WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 03
Improving malware detection by applying multi-inducer ensemble

Computational Statistics & Data Analysis
Threshold-optimized decision-level fusion and its application to biometrics

Pattern Recognition
An efficient discriminant-based solution for small sample size problem

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

Pattern Recognition
Clustering aggregation by probability accumulation

Pattern Recognition
Overfitting cautious selection of classifier ensembles with genetic algorithms

Information Fusion
Optimal weighting of bimodal biometric information with specific application to audio-visual person identification

Information Fusion
On combining classifiers through a fuzzy multicriteria decision making approach: Applied to natural textured images

Expert Systems with Applications: An International Journal
Decision fusion for postal address recognition using belief functions

Expert Systems with Applications: An International Journal
Ensemble of on-line signature matchers based on OverComplete feature generation

Expert Systems with Applications: An International Journal
Designing multiple biometric systems: Measures of ensemble effectiveness

Engineering Applications of Artificial Intelligence
Quality-augmented fusion of level-2 and level-3 fingerprint information using DSm theory

International Journal of Approximate Reasoning
Computer-aided evaluation of neuroblastoma on whole-slide histology images: Classifying grade of neuroblastic differentiation

Pattern Recognition
Sensitivity analysis of partitioning-based face recognition algorithms on occlusions

AEE'07 Proceedings of the 6th conference on Applications of electrical engineering
Multi-Classifier Systems (MCSs) of Remote Sensing Imagery Classification Based on Texture Analysis

ISICA '08 Proceedings of the 3rd International Symposium on Advances in Computation and Intelligence
POLYBIO: Multimodal Biometric Data Acquisition Platform and Security System

Biometrics and Identity Management
An ensemble of support vector machines for predicting virulent proteins

Expert Systems with Applications: An International Journal
Incremental construction of classifier and discriminant ensembles

Information Sciences: an International Journal
Decision fusion for improved automatic license plate recognition

WSEAS Transactions on Information Science and Applications
Gender classification based on feature selection using genetic algorithms

ICCOMP'08 Proceedings of the 12th WSEAS international conference on Computers
Hand-based verification and identification using palm-finger segmentation and fusion

Computer Vision and Image Understanding
Locally application of cascade generalization for classification problems

Intelligent Decision Technologies
McPAD: A multiple classifier system for accurate payload-based anomaly detection

Computer Networks: The International Journal of Computer and Telecommunications Networking
Data dependency in multiple classifier systems

Pattern Recognition
EnsembleMatrix: interactive visualization to support machine learning with multiple classifiers

Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Fusion-Based Age-Group Classification Method Using Multiple Two-Dimensional Feature Extraction Algorithms

IEICE - Transactions on Information and Systems
Applying UChooBoost algorithm in precision agriculture

Proceedings of the International Conference on Advances in Computing, Communication and Control
Ensembling Regression Models To Improve Their Predictivity: A Case Study In Qsar (Quantitative Structure Activity Relationships) With Computational Chemometrics

Applied Artificial Intelligence
Balancing the Role of Priors in Multi-Observer Segmentation Evaluation

Journal of Signal Processing Systems
Analysis of a Plurality Voting-based Combination of Classifiers

Neural Processing Letters
ASR based pronunciation evaluation with automatically generated competing vocabulary and classifier fusion

Speech Communication
A new adaptation approach to high-level speaker-model creation in speaker verification

Speech Communication
A Data Driven Ensemble Classifier for Credit Scoring Analysis

PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
A comparative study of individual and ensemble majority vote cDNA microarray image segmentation schemes, originating from a spot-adjustable based restoration framework

Computer Methods and Programs in Biomedicine
Information Market-Based Decision Fusion

Management Science
Ridgelet-based fake fingerprint detection

Neurocomputing
A survey of Web clustering engines

ACM Computing Surveys (CSUR)
Input Decimated Ensemble based on Neighborhood Preserving Embedding for spectrogram classification

Expert Systems with Applications: An International Journal
Dissimilarity-based classification in the absence of local ground truth: Application to the diagnostic interpretation of chest radiographs

Pattern Recognition
Face recognition using immune network based on principal component analysis

Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation
Traffic flow forecasting based on multitask ensemble learning

Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation
Detection of malicious code by applying machine learning classifiers on static features: A state-of-the-art survey

Information Security Tech. Report
Pose independent object classification from small number of training samples based on kernel principal component analysis of local parts

Image and Vision Computing
Information fusion for computer security: State of the art and open issues

Information Fusion
Exploiting context analysis for combining multiple entity resolution systems

Proceedings of the 2009 ACM SIGMOD International Conference on Management of data
Weighting Individual Classifiers by Local Within-Class Accuracies

ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part II
Ensembles of Feature Subspaces for Object Detection

ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part II
Feature-Level Fusion of Iris and Face for Personal Identification

ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part III
Face Image Recognition Combining Holistic and Local Features

ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part III
Personal identity verification by serial fusion of fingerprint and face matchers

Pattern Recognition
Combining feature spaces for classification

Pattern Recognition
Gabor Filter Based Efficient Thermal and Visual Face Recognition Using Fusion Architectures

Proceedings of the 2006 conference on Advances in Intelligent IT: Active Media Technology 2006
Where and Who? Person Tracking and Recognition System

Proceedings of the 2007 conference on Emerging Artificial Intelligence Applications in Computer Engineering: Real Word AI Systems with Applications in eHealth, HCI, Information Retrieval and Pervasive Technologies
Robust Face Recognition Using Color Information

ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
Sparse Representation for Video-Based Face Recognition

ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
Parts-Based Face Verification Using Local Frequency Bands

ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
Parallel versus Serial Classifier Combination for Multibiometric Hand-Based Identification

ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
Managing uncertainty in group recommending processes

User Modeling and User-Adapted Interaction
Classification in data mining for face images using neuro:genetic approaches

International Journal of Artificial Intelligence and Soft Computing
A simple score normalisation technique for multimodal biometric authentication

International Journal of Biometrics
Multimodal biometrics: state of the art in fusion techniques

International Journal of Biometrics
Single-sensor multi-instance fingerprint and eigenfinger recognition using (weighted) score combination methods

International Journal of Biometrics
A method towards biometric feature fusion

International Journal of Biometrics
Feature fusion using Gabor filters and cooccurrence probabilities for fingerprint antispoofing

International Journal of Intelligent Systems Technologies and Applications
Combining audio content and social context for semantic music discovery

Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
Neural Network Optimization for Combinations in Identification Systems

MCS '09 Proceedings of the 8th International Workshop on Multiple Classifier Systems
Diversity-Based Classifier Selection for Adaptive Object Tracking

MCS '09 Proceedings of the 8th International Workshop on Multiple Classifier Systems
Ensemble Based Data Fusion for Gene Function Prediction

MCS '09 Proceedings of the 8th International Workshop on Multiple Classifier Systems
Maximum Membership Scale Selection

MCS '09 Proceedings of the 8th International Workshop on Multiple Classifier Systems
Efficient Online Classification Using an Ensemble of Bayesian Linear Logistic Regressors

MCS '09 Proceedings of the 8th International Workshop on Multiple Classifier Systems
Disturbing Neighbors Ensembles for Linear SVM

MCS '09 Proceedings of the 8th International Workshop on Multiple Classifier Systems
Cluster Ensembles Based on Vector Space Embeddings of Graphs

MCS '09 Proceedings of the 8th International Workshop on Multiple Classifier Systems
True Path Rule Hierarchical Ensembles

MCS '09 Proceedings of the 8th International Workshop on Multiple Classifier Systems
Hierarchical Ensemble Support Cluster Machine

MCS '09 Proceedings of the 8th International Workshop on Multiple Classifier Systems
Concept-Based Video Retrieval

Foundations and Trends in Information Retrieval
Score Level Fusion of Ear and Face Local 3D Features for Fast and Expression-Invariant Human Recognition

ICIAR '09 Proceedings of the 6th International Conference on Image Analysis and Recognition
Optical character recognition of Gurmukhi script using multiple classifiers

Proceedings of the International Workshop on Multilingual OCR
Automated Arabidopsis plant root cell segmentation based on SVM classification and region merging

Computers in Biology and Medicine
A method for combining complementary techniques for document image segmentation

Pattern Recognition
A method for combining complementary techniques for document image segmentation

Pattern Recognition
Reducing forgeries in writer-independent off-line signature verification through ensemble of classifiers

Pattern Recognition
On combining multiple classifiers using an evidential approach

AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1
Review: Intrusion detection by machine learning: A review

Expert Systems with Applications: An International Journal
Fusion of Multiple Expert Annotations and Overall Score Selection for Medical Image Diagnosis

SCIA '09 Proceedings of the 16th Scandinavian Conference on Image Analysis
Dynamic Score Combination: A Supervised and Unsupervised Score Combination Method

MLDM '09 Proceedings of the 6th International Conference on Machine Learning and Data Mining in Pattern Recognition
An adaptive automated method for identity verification with performance guarantees

Electronic Commerce Research
Online methods for multi-domain learning and adaptation

EMNLP '08 Proceedings of the Conference on Empirical Methods in Natural Language Processing
A Hybrid Approach Handling Imbalanced Datasets

ICIAP '09 Proceedings of the 15th International Conference on Image Analysis and Processing
GLADDER: combining gesture and geometric sketch recognition

AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 3
Social signal processing: Survey of an emerging domain

Image and Vision Computing
A new technique for combining multiple classifiers using the dempster-shafer theory of evidence

Journal of Artificial Intelligence Research
Error bounds of decision templates and support vector machines in decision fusion

International Journal of Knowledge Engineering and Soft Data Paradigms
A data driven ensemble classifier for credit scoring analysis

Expert Systems with Applications: An International Journal
Detecting pornographic video content by combining image features with motion information

MM '09 Proceedings of the 17th ACM international conference on Multimedia
An Effective Two-Finger, Two-Stage Biometric Strategy for the US-VISIT Program

Operations Research
Subclass linear discriminant analysis for video-based face recognition

Journal of Visual Communication and Image Representation
An overview of text-independent speaker recognition: From features to supervectors

Speech Communication
Relation between structural changes in B-mode ultrasound images of thyroid parenchyma and the presence of thyroid antibodies in blood sample

Machine Graphics & Vision International Journal
GUEST EDITORIAL: Intelligent data analysis in medicine-Recent advances

Artificial Intelligence in Medicine
A multidimensional hybrid intelligent method for gear fault diagnosis

Expert Systems with Applications: An International Journal
Multi-modal and multi-camera attention in smart environments

Proceedings of the 2009 international conference on Multimodal interfaces
IR and visible light face recognition

Computer Vision and Image Understanding
Finger surface as a biometric identifier

Computer Vision and Image Understanding
Adaptive multimodal fusion by uncertainty compensation with application to audiovisual speech recognition

IEEE Transactions on Audio, Speech, and Language Processing - Special issue on multimodal processing in speech-based interactions
Graph-based partial hypothesis fusion for pen-aided speech input

IEEE Transactions on Audio, Speech, and Language Processing - Special issue on multimodal processing in speech-based interactions
Face recognition under occlusions and variant expressions with partial similarity

IEEE Transactions on Information Forensics and Security
Aggregation of classifiers for staining pattern recognition in antinuclear autoantibodies analysis

IEEE Transactions on Information Technology in Biomedicine
An image-based, trainable symbol recognizer for hand-drawn sketches

Computers and Graphics
Automatic music genre classification based on modulation spectral analysis of spectral and cepstral features

IEEE Transactions on Multimedia
A hybrid motion classification approach for EMG-based human-robot interfaces using Bayesian and neural networks

IEEE Transactions on Robotics - Special issue on rehabilitation robotics
Logistic ensembles of Random Spherical Linear Oracles for microarray classification

International Journal of Data Mining and Bioinformatics
Unification of evidence-theoretic fusion algorithms: a case study in level-2 and level-3 fingerprint features

IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans - Special section: Best papers from the 2007 biometrics: Theory, applications, and systems (BTAS 07) conference
Human-machine interaction issues in quality control based on online image classification

IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
Automatic temporal segment detection and affect recognition from face and body display

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics - Special issue on human computing
Uncorrelated multilinear discriminant analysis with regularization and aggregation for tensor object recognition

IEEE Transactions on Neural Networks
Learn++.NC: combining ensemble of classifiers with dynamically weighted consult-and-vote for efficient incremental learning of new classes

IEEE Transactions on Neural Networks
Credit rating by hybrid machine learning techniques

Applied Soft Computing
A Hopfield Neural Network for combining classifiers applied to textured images

Neural Networks
A multimodal biometric test bed for quality-dependent, cost-sensitive and client-specific score-level fusion algorithms

Pattern Recognition
Parsimonious reduction of Gaussian mixture models with a variational-Bayes approach

Pattern Recognition
Dynamic tongueprint: A novel biometric identifier

Pattern Recognition
Evolutionary discriminant feature extraction with application to face recognition

EURASIP Journal on Advances in Signal Processing - Special issue on recent advances in biometric systems: a signal processing perspective
Integration of heterogeneous models to predict consumer behavior

Expert Systems with Applications: An International Journal
Local within-class accuracies for weighting individual outputs in multiple classifier systems

Pattern Recognition Letters
Classifier subset selection for biomedical named entity recognition

Applied Intelligence
Multiple classifier application to credit risk assessment

Expert Systems with Applications: An International Journal
Robust iris recognition algorithm for non-cooperative environment

International Journal of Biometrics
Ordinal preference and inter-rater pattern recognition: Hopfield neural network vs. measures of association

Artificial Intelligence Review
Collaborative clustering with background knowledge

Data & Knowledge Engineering
On the suitability of state-of-the-art music information retrieval methods for analyzing, categorizing and accessing non-Western and ethnic music collections

Signal Processing
Global and Local Multi-valued Dissimilarity-Based Classification: Application to Computer-Aided Detection of Tuberculosis

MICCAI '09 Proceedings of the 12th International Conference on Medical Image Computing and Computer-Assisted Intervention: Part II
Hybrid Neural Systems for Reduced-Reference Image Quality Assessment

ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part II
Learning Visual Object Categories with Global Descriptors and Local Features

EPIA '09 Proceedings of the 14th Portuguese Conference on Artificial Intelligence: Progress in Artificial Intelligence
Handwritten Word Recognition Using Multi-view Analysis

CIARP '09 Proceedings of the 14th Iberoamerican Conference on Pattern Recognition: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
A Combine-Correct-Combine Scheme for Optimizing Dissimilarity-Based Classifiers

CIARP '09 Proceedings of the 14th Iberoamerican Conference on Pattern Recognition: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
A Novel Method for Multibiometric Fusion Based on FAR and FRR

MDAI '09 Proceedings of the 6th International Conference on Modeling Decisions for Artificial Intelligence
Discounting and Combination Scheme in Evidence Theory for Dealing with Conflict in Information Fusion

MDAI '09 Proceedings of the 6th International Conference on Modeling Decisions for Artificial Intelligence
Biometric Recognition: When Is Evidence Fusion Advantageous?

ISVC '09 Proceedings of the 5th International Symposium on Advances in Visual Computing: Part II
A multi-classifier system for the characterization of normal, infectious, and cancerous prostate tissues employing transrectal ultrasound images

Computer Methods and Programs in Biomedicine
Combining local, regional and global matchers for a template protected on-line signature verification system

Expert Systems with Applications: An International Journal
Label fusion using performance estimation with iterative label selection

ISBI'09 Proceedings of the Sixth IEEE international conference on Symposium on Biomedical Imaging: From Nano to Macro
Voice activity detection using audio-visual information

DSP'09 Proceedings of the 16th international conference on Digital Signal Processing
Ensembles of neural networks with generalization capabilities for vehicle fault diagnostics

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Financial time series prediction using exogenous series and combined neural networks

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
A hybrid method for robust car plate character recognition

Engineering Applications of Artificial Intelligence
Classifiers combination and syntax analysis for Arabic literal amount recognition

Engineering Applications of Artificial Intelligence
Multiresolution face recognition

Image and Vision Computing
Combination of multiple classifiers for post-placement quality inspection of components: A comparative study

Information Fusion
Gaborface-based 2DPCA and (2D)2PCA classification with ensemble and multichannel model for face recognition

SPPRA '07 Proceedings of the Fourth IASTED International Conference on Signal Processing, Pattern Recognition, and Applications
What is the shape of your security policy?: security as a classification problem

NSPW '09 Proceedings of the 2009 workshop on New security paradigms workshop
Benchmarking quality-dependent and cost-sensitive score-level multimodal biometric fusion algorithms

IEEE Transactions on Information Forensics and Security - Special issue on electronic voting
Online evolutionary context-aware classifier ensemble framework for object recognition

SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Facial-component-based bag of words and PHOG descriptor for facial expression recognition

SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Towards incremental classifier fusion

Intelligent Data Analysis
Review of existing algorithms for face detection and recognition

CIMMACS'09 Proceedings of the 8th WSEAS International Conference on Computational intelligence, man-machine systems and cybernetics
Learning-based image representation and method for face recognition

BTAS'09 Proceedings of the 3rd IEEE international conference on Biometrics: Theory, applications and systems
Robust, accurate and efficient face recognition from a single training image: A uniform pursuit approach

Pattern Recognition
Thermal and reflectance based personal identification methodology under variable illumination

Pattern Recognition
A classification-driven similarity matching framework for retrieval of biomedical images

Proceedings of the international conference on Multimedia information retrieval
Letters: Ensemble of Parzen window classifiers for on-line signature verification

Neurocomputing
Letters: A reliable method for HIV-1 protease cleavage site prediction

Neurocomputing
Letters: An ensemble of classifiers for the diagnosis of erythemato-squamous diseases

Neurocomputing
Letters: A novel method for fingerprint verification that approaches the problem as a two-class pattern recognition problem

Neurocomputing
Letters: Ensemble of classifiers for protein fold recognition

Neurocomputing
Letters: Advanced methods for two-class problem formulation for on-line signature verification

Neurocomputing
Letters: Human authentication featuring signatures and tokenised random numbers

Neurocomputing
Letters: A reliable method for the diagnosis of gastric carcinoma

Neurocomputing
Letters: Machine learning algorithms for T-cell epitopes prediction

Neurocomputing
Letters: Experimental comparison of one-class classifiers for online signature verification

Neurocomputing
Classifier combination based on confidence transformation

Pattern Recognition
3D head model classification by evolutionary optimization of the Extended Gaussian Image representation

Pattern Recognition
Score normalization in multimodal biometric systems

Pattern Recognition
Application of feature space trajectory classifier to identification of multi-aspect radar signals

Pattern Recognition
Emulating biological strategies for uncontrolled face recognition

Pattern Recognition
Fusion of biometric algorithms in the recognition problem

Pattern Recognition Letters
Object classification by fusing SVMs and Gaussian mixtures

Pattern Recognition
Adaptively entropy-based weighting classifiers in combination using Dempster-Shafer theory for word sense disambiguation

Computer Speech and Language
A robot learns to know people: first contacts of a robot

KI'06 Proceedings of the 29th annual German conference on Artificial intelligence
Combining multiple sets of rules for improving classification via measuring their closenesses

PRICAI'06 Proceedings of the 9th Pacific Rim international conference on Artificial intelligence
Classification boundary approximation by using combination of training steps for real-time image segmentation

MLDM'03 Proceedings of the 3rd international conference on Machine learning and data mining in pattern recognition
A decision fusion system across time and classifiers for audio-visual person identification

CLEAR'06 Proceedings of the 1st international evaluation conference on Classification of events, activities and relationships
Combining SVM classifiers using genetic fuzzy systems based on AUC for gene expression data analysis

ISBRA'07 Proceedings of the 3rd international conference on Bioinformatics research and applications
An algorithm testbed for the biometrics grid

GPC'07 Proceedings of the 2nd international conference on Advances in grid and pervasive computing
The neutral point method for kernel-based combination of disjoint training data in multi-modal pattern recognition

MCS'07 Proceedings of the 7th international conference on Multiple classifier systems
On the application of SVM-ensembles based on adapted random subspace sampling for automatic classification of NMR data

MCS'07 Proceedings of the 7th international conference on Multiple classifier systems
A new HMM-based ensemble generation method for numeral recognition

MCS'07 Proceedings of the 7th international conference on Multiple classifier systems
An improved random subspace method and its application to EEG signal classification

MCS'07 Proceedings of the 7th international conference on Multiple classifier systems
Information theoretic combination of classifiers with application to AdaBoost

MCS'07 Proceedings of the 7th international conference on Multiple classifier systems
Classifier ensembles for vector space embedding of graphs

MCS'07 Proceedings of the 7th international conference on Multiple classifier systems
Feature subspace ensembles: a parallel classifier combination scheme using feature selection

MCS'07 Proceedings of the 7th international conference on Multiple classifier systems
On rejecting unreliably classified patterns

MCS'07 Proceedings of the 7th international conference on Multiple classifier systems
Bayesian analysis of linear combiners

MCS'07 Proceedings of the 7th international conference on Multiple classifier systems
Applying pairwise fusion matrix on fusion functions for classifier combination

MCS'07 Proceedings of the 7th international conference on Multiple classifier systems
Classifier combining rules under independence assumptions

MCS'07 Proceedings of the 7th international conference on Multiple classifier systems
On the diversity-performance relationship for majority voting in classifier ensembles

MCS'07 Proceedings of the 7th international conference on Multiple classifier systems
A new dynamic ensemble selection method for numeral recognition

MCS'07 Proceedings of the 7th international conference on Multiple classifier systems
Evolutionary multiobjective optimization for generating an ensemble of fuzzy rule-based classifiers

GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartI
Human recognition on combining kinematic and stationary features

AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
Personal verification using palmprint and hand geometry biometric

AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
Combining fingerprint and hand-geometry verification decisions

AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
Scalability analysis of audio-visual person identity verification

AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
Combining face and iris biometrics for identity verification

AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
A comparative evaluation of fusion strategies for multimodal biometric verification

AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
Resampling for face recognition

AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
A framework for the analysis of majority voting

SCIA'03 Proceedings of the 13th Scandinavian conference on Image analysis
Data dependence in combining classifiers

MCS'03 Proceedings of the 4th international conference on Multiple classifier systems
Reducing the overconfidence of base classifiers when combining their decisions

MCS'03 Proceedings of the 4th international conference on Multiple classifier systems
Linear combiners for classifier fusion: some theoretical and experimental results

MCS'03 Proceedings of the 4th international conference on Multiple classifier systems
Towards automated classifier combination for pattern recognition

MCS'03 Proceedings of the 4th international conference on Multiple classifier systems
An ensemble approach for data fusion with learn++

MCS'03 Proceedings of the 4th international conference on Multiple classifier systems
The practical performance characteristics of tomographically filtered multiple classifier fusion

MCS'03 Proceedings of the 4th international conference on Multiple classifier systems
Accumulated-recognition-rate normalization for combining multiple on/off-line Japanese character classifiers tested on a large database

MCS'03 Proceedings of the 4th international conference on Multiple classifier systems
Combining multiple modes of information using unsupervised neural classifiers

MCS'03 Proceedings of the 4th international conference on Multiple classifier systems
Neural net ensembles for lithology recognition

MCS'03 Proceedings of the 4th international conference on Multiple classifier systems
Simulating classifier outputs for evaluating parallel combination methods

MCS'03 Proceedings of the 4th international conference on Multiple classifier systems
A modular multiple classifier system for the detection of intrusions in computer networks

MCS'03 Proceedings of the 4th international conference on Multiple classifier systems
Input space transformations for multi-classifier systems based on n-tuple classifiers with application to handwriting recognition

MCS'03 Proceedings of the 4th international conference on Multiple classifier systems
Multi-represented classification based on confidence estimation

PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining
A framework of two-stage combination of multiple recognizers for handwritten numerals

PRICAI'00 Proceedings of the 6th Pacific Rim international conference on Artificial intelligence
Collaborative signal processing for distributed classification in sensor networks

IPSN'03 Proceedings of the 2nd international conference on Information processing in sensor networks
Text-independent speaker verification: state of the art and challenges

Progress in nonlinear speech processing
Combining SVM classifiers for email anti-spam filtering

IWANN'07 Proceedings of the 9th international work conference on Artificial neural networks
Comparison of combining methods of correlation Kernels in kPCA and kCCA for texture classification with Kansei information

SCIA'07 Proceedings of the 15th Scandinavian conference on Image analysis
Boosting support vector machines using multiple dissimilarities

KES'07/WIRN'07 Proceedings of the 11th international conference, KES 2007 and XVII Italian workshop on neural networks conference on Knowledge-based intelligent information and engineering systems: Part I
A new framework for adaptive multimodal biometrics management

IEEE Transactions on Information Forensics and Security
Combination methodologies of multi-agent hyper surface classifiers: design and implementation issues

AIS-ADM'07 Proceedings of the 2nd international conference on Autonomous intelligent systems: agents and data mining
Learning based access control in online social networks

Proceedings of the 19th international conference on World wide web
Improving automatic music genre classification with hybrid content-based feature vectors

Proceedings of the 2010 ACM Symposium on Applied Computing
A video-based door monitoring system using local appearance-based face models

Computer Vision and Image Understanding
A multi-classifier for grading knee osteoarthritis using gait analysis

Pattern Recognition Letters
Face verification with a kernel fusion method

Pattern Recognition Letters
Fusing Gabor and LBP feature sets for kernel-based face recognition

AMFG'07 Proceedings of the 3rd international conference on Analysis and modeling of faces and gestures
On the combination of dissimilarities for gene expression data analysis

ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
No-reference quality assessment of JPEG images by using CBP neural networks

ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
Random convolution ensembles

PCM'07 Proceedings of the multimedia 8th Pacific Rim conference on Advances in multimedia information processing
Using decision templates to predict subcellular localization of protein

PRIB'07 Proceedings of the 2nd IAPR international conference on Pattern recognition in bioinformatics
Ensemble of dissimilarity based classifiers for cancerous samples classification

PRIB'07 Proceedings of the 2nd IAPR international conference on Pattern recognition in bioinformatics
Classifier selection strategies for label fusion using large atlas databases

MICCAI'07 Proceedings of the 10th international conference on Medical image computing and computer-assisted intervention - Volume Part I
Texture classification through combination of sequential colour texture classifiers

CIARP'07 Proceedings of the Congress on pattern recognition 12th Iberoamerican conference on Progress in pattern recognition, image analysis and applications
Confusion matrix disagreement for multiple classifiers

CIARP'07 Proceedings of the Congress on pattern recognition 12th Iberoamerican conference on Progress in pattern recognition, image analysis and applications
Joint diagonalization of kernels for information fusion

CIARP'07 Proceedings of the Congress on pattern recognition 12th Iberoamerican conference on Progress in pattern recognition, image analysis and applications
Quality controlled multimodal fusion of biometric experts

CIARP'07 Proceedings of the Congress on pattern recognition 12th Iberoamerican conference on Progress in pattern recognition, image analysis and applications
Feature selection for identifying critical variables of principal components based on k-nearest neighbor rule

VISUAL'07 Proceedings of the 9th international conference on Advances in visual information systems
Some experiments in audio-visual speech processing

NOLISP'07 Proceedings of the 2007 international conference on Advances in nonlinear speech processing
On a probabilistic combination of prediction sources

ISMIS'08 Proceedings of the 17th international conference on Foundations of intelligent systems
Handwritten character recognition through two-stage foreground sub-sampling

Pattern Recognition
Fusion of color, local spatial and global frequency information for face recognition

Pattern Recognition
A system that learns to tag videos by watching youtube

ICVS'08 Proceedings of the 6th international conference on Computer vision systems
Learning visual quality inspection from multiple humans using ensembles of classifiers

ICVS'08 Proceedings of the 6th international conference on Computer vision systems
Recent results of online Japanese handwriting recognition and its applications

SACH'06 Proceedings of the 2006 conference on Arabic and Chinese handwriting recognition
Combining multiple SVM classifiers for radar emitter recognition

FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 1
Binary SIPPER plankton image classification using random subspace

Neurocomputing
Rough neural fault classification of power system signals

Transactions on rough sets VIII
Experimental evaluation of diversity measures of combined classifiers

AIKED'10 Proceedings of the 9th WSEAS international conference on Artificial intelligence, knowledge engineering and data bases
When to choose an ensemble classifier model for data mining

International Journal of Business Intelligence and Data Mining
An intelligent multimodal biometric system for high security access

International Journal of Biometrics
Fusion of movement specific human identification experts

BioID_MultiComm'09 Proceedings of the 2009 joint COST 2101 and 2102 international conference on Biometric ID management and multimodal communication
Confidence partition and hybrid fusion in multimodal biometric verification system

BioID_MultiComm'09 Proceedings of the 2009 joint COST 2101 and 2102 international conference on Biometric ID management and multimodal communication
Optimizing visual search with implicit user feedback in interactive video retrieval

Proceedings of the ACM International Conference on Image and Video Retrieval
Shadow edge detection using geometric and photometric features

ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Combination of kernels applied to face verification

ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Human identification from human movements

ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Image compression mismatch effect on color image based face recognition system

ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Using ensemble classifier for small bowel ulcer detection in wireless capsule endoscopy images

ROBIO'09 Proceedings of the 2009 international conference on Robotics and biomimetics
Hand-drawn face sketch recognition by humans and a PCA-based algorithm for forensic applications

IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans - Special issue on recent advances in biometrics
Information theoretic combination of pattern classifiers

Pattern Recognition
Discriminability and reliability indexes: Two new measures to enhance multi-image face recognition

Pattern Recognition
2010 Special Issue: Classification of 2-dimensional array patterns: Assembling many small neural networks is better than using a large one

Neural Networks
A novel unsupervised classification approach for network anomaly detection by k-Means clustering and ID3 decision tree learning methods

The Journal of Supercomputing
A label field fusion Bayesian model and its penalized maximum rand estimator for image segmentation

IEEE Transactions on Image Processing
Enhanced local texture feature sets for face recognition under difficult lighting conditions

IEEE Transactions on Image Processing
Integrating heterogeneous classifier ensembles for EMG signal decomposition based on classifier agreement

IEEE Transactions on Information Technology in Biomedicine - Special section on new and emerging technologies in bioinformatics and bioengineering
Learning Photometric Invariance for Object Detection

International Journal of Computer Vision
Evolving spiking neural networks for audiovisual information processing

Neural Networks
Local appearance based face recognition method using block based steerable pyramid transform

Signal Processing
A PSO-based weighting method for linear combination of neural networks

Computers and Electrical Engineering
Computer-aided diagnosis of pulmonary nodules using a two-step approach for feature selection and classifier ensemble construction

Artificial Intelligence in Medicine
Fusing visual and clinical information for lung tissue classification in high-resolution computed tomography

Artificial Intelligence in Medicine
Generating cancelable palmprint templates via coupled nonlinear dynamic filters and multiple orientation palmcodes

Information Sciences: an International Journal
Neuro-fuzzy-combiner: an effective multiple classifier system

International Journal of Knowledge Engineering and Soft Data Paradigms
Comparing combiner systems using diversity measures

SIP'10 Proceedings of the 9th WSEAS international conference on Signal processing
A novel MAP-MRF approach for multispectral image contextual classification using combination of suboptimal iterative algorithms

Pattern Recognition Letters
Face recognition using combined multiple feature extraction based on Fourier-Mellin approach for single example image per person

Pattern Recognition Letters
Maximum entropy-based reinforcement learning using a confidence measure in speech recognition for telephone speech

IEEE Transactions on Audio, Speech, and Language Processing
Fusing local patterns of gabor magnitude and phase for face recognition

IEEE Transactions on Image Processing
Local binary patterns for face recognition under varying variations

Proceedings of the Sixth Annual Workshop on Cyber Security and Information Intelligence Research
Physical-layer identification of RFID devices

SSYM'09 Proceedings of the 18th conference on USENIX security symposium
Classification of mycobacterium tuberculosis in images of ZN-stained sputum smears

IEEE Transactions on Information Technology in Biomedicine
Enhancing the classification accuracy by scatter-search-based ensemble approach

Applied Soft Computing
The mass appraisal of the real estate by computational intelligence

Applied Soft Computing
Employing personal/impersonal views in supervised and semi-supervised sentiment classification

ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Defect detection in flat surface products using log-Gabor filters

International Journal of Hybrid Intelligent Systems
Likelihood ratio based features for a trained biometric score fusion

Expert Systems with Applications: An International Journal
Sparse ensembles using weighted combination methods based on linear programming

Pattern Recognition
Addressing missing values in kernel-based multimodal biometric fusion using neutral point substitution

IEEE Transactions on Information Forensics and Security
On the use of perceptual Line Spectral pairs Frequencies and higher-order residual moments for Speaker Identification

International Journal of Biometrics
Extracting multiple features in the CID Color Space for face recognition

IEEE Transactions on Image Processing
Automatic face segmentation and facial landmark detection in range images

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
A comparative study of preprocessing mismatch effects in color image based face recognition

Pattern Recognition
Fusing multiple features for Fourier Mellin-based face recognition with single example image per person

Neurocomputing
Scene classification using multiple features in a two-stage probabilistic classification framework

Neurocomputing
Sentiment classification and polarity shifting

COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
Portfolio theory of multimedia fusion

Proceedings of the international conference on Multimedia
Evidential combination of multiple HMM classifiers for multi-script handwriting recognition

IPMU'10 Proceedings of the Computational intelligence for knowledge-based systems design, and 13th international conference on Information processing and management of uncertainty
Automatic event-based indexing of multimedia content using a joint content-event model

Proceedings of the 2nd ACM international workshop on Events in multimedia
Feature selection in a cartesian ensemble of feature subspace classifiers for music categorisation

Proceedings of 3rd international workshop on Machine learning and music
An effective intrusion detection method using optimal hybrid model of classifiers

Journal of Computational Methods in Sciences and Engineering - Special Supplement Issue in Section A and B: Selected Papers from the ISCA International Conference on Software Engineering and Data Engineering, 2009
Reduced Reward-punishment editing for building ensembles of classifiers

Expert Systems with Applications: An International Journal
Combining multiple feature selection methods for stock prediction: Union, intersection, and multi-intersection approaches

Decision Support Systems
Plant species recognition based on radial basis probabilistic neural networks ensemble classifier

ICIC'10 Proceedings of the Advanced intelligent computing theories and applications, and 6th international conference on Intelligent computing
Multiagent based large data clustering scheme for data mining applications

AMT'10 Proceedings of the 6th international conference on Active media technology
On feature combination for music classification

SSPR&SPR'10 Proceedings of the 2010 joint IAPR international conference on Structural, syntactic, and statistical pattern recognition
Dynamic linear combination of two-class classifiers

SSPR&SPR'10 Proceedings of the 2010 joint IAPR international conference on Structural, syntactic, and statistical pattern recognition
Cascaded online boosting

Journal of Real-Time Image Processing
A multiple combining method for optimizing dissimilarity-based classification

ACIIDS'10 Proceedings of the Second international conference on Intelligent information and database systems: Part II
Random sampling based SVM for relevance feedback image retrieval

CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Methodological improvement on local Gabor face recognition based on feature selection and enhanced Borda count

Pattern Recognition
An evaluation of video-to-video face verification

IEEE Transactions on Information Forensics and Security
Quality-based conditional processing in multi-biometrics: application to sensor interoperability

IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
Improving mouse dynamics biometric performance using variance reduction via extractors with separate features

IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
Studies on hyperspectral face recognition in visible spectrum with feature band selection

IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
Active learning from stream data using optimal weight classifier ensemble

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Multimodal biometric human recognition for perceptual human-computer interaction

IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Identifying user preferences with Wrapper-based Decision Trees

Expert Systems with Applications: An International Journal
A new encoding technique for peptide classification

Expert Systems with Applications: An International Journal
Fusion of covariance matrices of PCA and FLD

Pattern Recognition Letters
Feature extraction and classifier combination for image-based sketch recognition

Proceedings of the Seventh Sketch-Based Interfaces and Modeling Symposium
Decision fusion for urine particle classification in multispectral images

Proceedings of the Seventh Indian Conference on Computer Vision, Graphics and Image Processing
Statistical approaches to combining binary classifiers for multi-class classification

Neurocomputing
The construction of an individual credit risk assessment method: based on the combination algorithms

ICICA'10 Proceedings of the First international conference on Information computing and applications
2D action recognition serves 3D human pose estimation

ECCV'10 Proceedings of the 11th European conference on computer vision conference on Computer vision: Part III
Text-independent speaker identification using VQ-HMM model based multiple classifier system

MICAI'10 Proceedings of the 9th Mexican international conference on Artificial intelligence conference on Advances in soft computing: Part II
Fusion of PCA-based and LDA-based similarity measures for face verification

EURASIP Journal on Advances in Signal Processing - Special issue on advanced image processing for defense and security applications
Dampster-Shafer evidence theory based multi-characteristics fusion for clustering evaluation

RSKT'10 Proceedings of the 5th international conference on Rough set and knowledge technology
Fuzzy posterior-probabilistic fusion

Pattern Recognition
Predicting stock returns by classifier ensembles

Applied Soft Computing
PCA based immune networks for human face recognition

Applied Soft Computing
An efficient classifier design integrating rough set and set oriented database operations

Applied Soft Computing
Knitted fabric defect classification for uncertain labels based on Dempster-Shafer theory of evidence

Expert Systems with Applications: An International Journal
Classification of emotion in spoken Finnish using vowel-length segments: Increasing reliability with a fusion technique

Speech Communication
The university of surrey visual concept detection system at imageCLEF@ICPR: working notes

ICPR'10 Proceedings of the 20th International conference on Recognizing patterns in signals, speech, images, and videos
Variations of a hough-voting action recognition system

ICPR'10 Proceedings of the 20th International conference on Recognizing patterns in signals, speech, images, and videos
A new framework for small sample size face recognition based on weighted multiple decision templates

ICONIP'10 Proceedings of the 17th international conference on Neural information processing: theory and algorithms - Volume Part I
Classifier fusion in the Dempster--Shafer framework using optimized t-norm based combination rules

International Journal of Approximate Reasoning
Sketch recognition by fusion of temporal and image-based features

Pattern Recognition
An efficient classifier design integrating Rough Set and Dempster-Shafer Theory

International Journal of Artificial Intelligence and Soft Computing
Multimodal biometric score fusion using Gaussian mixture model and Monte Carlo method

Journal of Computer Science and Technology
Effective multimodel anomaly detection using cooperative negotiation

GameSec'10 Proceedings of the First international conference on Decision and game theory for security
On combining local DCT with preprocessing sequence for face recognition under varying lighting conditions

CIARP'10 Proceedings of the 15th Iberoamerican congress conference on Progress in pattern recognition, image analysis, computer vision, and applications
Multi-biometrics using facial appearance, shape and temperature

FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
A sparse nearest mean classifier for high dimensional multi-class problems

Pattern Recognition Letters
A system for licence plate recognition using a hierarchically combined classifier

International Journal of Intelligent Systems Technologies and Applications
Multi-class supervised classification of electrical borehole wall images using texture features

Computers & Geosciences
A multi-objective optimisation approach for class imbalance learning

Pattern Recognition
Multiple classifier systems in texton-based approach for the classification of CT images of lung

MCV'10 Proceedings of the 2010 international MICCAI conference on Medical computer vision: recognition techniques and applications in medical imaging
Nonparametri information fusion for motion estimation

CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
Randomised manifold forests for principal angle-based face recognition

ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part IV
A randomized model ensemble approach for reconstructing signals from faulty sensors

Expert Systems with Applications: An International Journal
A novel training weighted ensemble (TWE) with application to face recognition

Applied Soft Computing
Prototype reduction techniques: A comparison among different approaches

Expert Systems with Applications: An International Journal
Improved recognition performance with LDA and ICA using vertically and horizontally partitioned facial images

SSIP'05 Proceedings of the 5th WSEAS international conference on Signal, speech and image processing
A comparison of soft fusion methods under different bagging scenarios

CIMMACS'07 Proceedings of the 6th WSEAS international conference on Computational intelligence, man-machine systems and cybernetics
Computer-aided small bowel tumor detection for capsule endoscopy

Artificial Intelligence in Medicine
Sequential classification of probabilistic independent feature vectors based on multilayer perceptron

ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II
Early classification of network traffic through multi-classification

TMA'11 Proceedings of the Third international conference on Traffic monitoring and analysis
Shape-based averaging for combination of multiple segmentations

MICCAI'05 Proceedings of the 8th international conference on Medical image computing and computer-assisted intervention - Volume Part II
Combining multiagent negotiation and an interacting verification process to enhance biometric-based identification

BioID'11 Proceedings of the COST 2101 European conference on Biometrics and ID management
On combining selective best bits of iris-codes

BioID'11 Proceedings of the COST 2101 European conference on Biometrics and ID management
A survey and experimental evaluation of image spam filtering techniques

Pattern Recognition Letters
Incremental learning with multi-level adaptation

Neurocomputing
A hybrid data-fusion system using modal data and probabilistic neural network for damage detection

Advances in Engineering Software
Distributed denial of service attack detection using an ensemble of neural classifier

Computer Communications
TransSearch: from a bilingual concordancer to a translation finder

Machine Translation
A probabilistic model of classifier competence for dynamic ensemble selection

Pattern Recognition
How to handle missing data in robust multi-biometrics verification

International Journal of Biometrics
Fast PRISM: Branch and Bound Hough Transform for Object Class Detection

International Journal of Computer Vision
An industrial case study of classifier ensembles for locating software defects

Software Quality Control
Prediction of essential genes by mining gene ontology semantics

ISBRA'11 Proceedings of the 7th international conference on Bioinformatics research and applications
Expression recognition in videos using a weighted component-based feature descriptor

SCIA'11 Proceedings of the 17th Scandinavian conference on Image analysis
Formant position based weighted spectral features for emotion recognition

Speech Communication
Enhancement of emotion detection in spoken dialogue systems by combining several information sources

Speech Communication
Distributed learning with data reduction

Transactions on computational collective intelligence IV
Filled-in document identification using local features and a direct voting scheme

IbPRIA'11 Proceedings of the 5th Iberian conference on Pattern recognition and image analysis
Visual system for drivers' eye recognition

HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part I
Performance analysis of fuzzy aggregation operations for combining classifiers for natural textures in images

HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part II
Finding rare classes: adapting generative and discriminative models in active learning

PAKDD'11 Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part II
Combining classifiers by particle swarms with local search

ICSI'11 Proceedings of the Second international conference on Advances in swarm intelligence - Volume Part II
Estimation of the number of clusters using heterogeneous multiple classifier system

ICANN'11 Proceedings of the 21st international conference on Artificial neural networks - Volume Part II
Facial expression recognition from near-infrared videos

Image and Vision Computing
Technical Section: Using data mining for digital ink recognition: Dividing text and shapes in sketched diagrams

Computers and Graphics
Diverse reduct subspaces based co-training for partially labeled data

International Journal of Approximate Reasoning
Novel fusion methods for pattern recognition

ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part I
Creating and measuring diversity in multiple classifier systems using support vector data description

Applied Soft Computing
An experimental study of one- and two-level classifier fusion for different sample sizes

Pattern Recognition Letters
Score level fusion of multimodal biometrics using triangular norms

Pattern Recognition Letters
Multiple classifiers for graph of words embedding

MCS'11 Proceedings of the 10th international conference on Multiple classifier systems
Pruned random subspace method for one-class classifiers

MCS'11 Proceedings of the 10th international conference on Multiple classifier systems
A modified neutral point method for kernel-based fusion of pattern-recognition modalities with incomplete data sets

MCS'11 Proceedings of the 10th international conference on Multiple classifier systems
Sequential classifier combination for pattern recognition in wireless sensor networks

MCS'11 Proceedings of the 10th international conference on Multiple classifier systems
Dissimilarity representation in multi-feature spaces for image retrieval

ICIAP'11 Proceedings of the 16th international conference on Image analysis and processing: Part I
A multilevel information fusion approach for visual quality inspection

Information Fusion
Acoustic modeling problem for automatic speech recognition system: advances and refinements (Part II)

International Journal of Speech Technology
Designing an ensemble classifier over subspace classifiers using iterative convergence routine

Proceedings of the 20th ACM international conference on Information and knowledge management
Dynamic classifier ensemble model for customer classification with imbalanced class distribution

Expert Systems with Applications: An International Journal
Robust user context analysis for multimodal interfaces

ICMI '11 Proceedings of the 13th international conference on multimodal interfaces
Multiple-View Multiple-Learner Semi-Supervised Learning

Neural Processing Letters
A Comparative Study of Palmprint Recognition Algorithms

ACM Computing Surveys (CSUR)
Heat diffusion based dissimilarity analysis for schizophrenia classification

PRIB'11 Proceedings of the 6th IAPR international conference on Pattern recognition in bioinformatics
Combining classifiers with particle swarms

ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II
A probability-based unified 3d shape search

SAMT'06 Proceedings of the First international conference on Semantic and Digital Media Technologies
On adaptive confidences for critic-driven classifier combining

ICAPR'05 Proceedings of the Third international conference on Advances in Pattern Recognition - Volume Part I
Selection of classifiers using information-theoretic criteria

ICAPR'05 Proceedings of the Third international conference on Advances in Pattern Recognition - Volume Part I
Noisy digit classification with multiple specialist

ICAPR'05 Proceedings of the Third international conference on Advances in Pattern Recognition - Volume Part I
Fusing color and shape descriptors in the recognition of degraded iris images acquired at visible wavelengths

Computer Vision and Image Understanding
Combining neural networks for gait classification

CIARP'06 Proceedings of the 11th Iberoamerican conference on Progress in Pattern Recognition, Image Analysis and Applications
On the theory and applications of sequence based estimation of independent binomial random variables

SSPR'06/SPR'06 Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Symmetries from uniform space covering in stochastic discrimination

SSPR'06/SPR'06 Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Using co-training and self-training in semi-supervised multiple classifier systems

SSPR'06/SPR'06 Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Combining SVM and graph matching in a bayesian multiple classifier system for image content recognition

SSPR'06/SPR'06 Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
A SOM based model combination strategy

ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part I
On using a dissimilarity representation method to solve the small sample size problem for face recognition

ACIVS'06 Proceedings of the 8th international conference on Advanced Concepts For Intelligent Vision Systems
Estimating accuracy of mobile-masquerader detection using worst-case and best-case scenario

ICICS'06 Proceedings of the 8th international conference on Information and Communications Security
Conditionally dependent classifier fusion using AND rule for improved biometric verification

ICAPR'05 Proceedings of the Third international conference on Pattern Recognition and Image Analysis - Volume Part II
Parallel-sequential texture analysis

ICAPR'05 Proceedings of the Third international conference on Pattern Recognition and Image Analysis - Volume Part II
Filter selection and identification similarity using clustering under varying illumination

CAIP'05 Proceedings of the 11th international conference on Computer Analysis of Images and Patterns
Neural network ensemble and support vector machine classifiers: an application to remote sensed data

WILF'03 Proceedings of the 5th international conference on Fuzzy Logic and Applications
Can chimeric persons be used in multimodal biometric authentication experiments?

MLMI'05 Proceedings of the Second international conference on Machine Learning for Multimodal Interaction
Automatic pose correction for local feature-based face authentication

AMDO'06 Proceedings of the 4th international conference on Articulated Motion and Deformable Objects
Combining classifiers using their receiver operating characteristics and maximum likelihood estimation

MICCAI'05 Proceedings of the 8th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part I
A voting method and its application in precise object location

ACII'05 Proceedings of the First international conference on Affective Computing and Intelligent Interaction
Affective computing: a review

ACII'05 Proceedings of the First international conference on Affective Computing and Intelligent Interaction
A new combinatorial approach to supervised learning: application to gait recognition

AMFG'05 Proceedings of the Second international conference on Analysis and Modelling of Faces and Gestures
Robust automatic human identification using face, mouth, and acoustic information

AMFG'05 Proceedings of the Second international conference on Analysis and Modelling of Faces and Gestures
Incorporating image quality in multi-algorithm fingerprint verification

ICB'06 Proceedings of the 2006 international conference on Advances in Biometrics
Multimodal facial gender and ethnicity identification

ICB'06 Proceedings of the 2006 international conference on Advances in Biometrics
Continuous verification using multimodal biometrics

ICB'06 Proceedings of the 2006 international conference on Advances in Biometrics
A novel strategy for designing efficient multiple classifier

ICB'06 Proceedings of the 2006 international conference on Advances in Biometrics
An extended system for labeling graphical documents using statistical language models

GREC'05 Proceedings of the 6th international conference on Graphics Recognition: ten Years Review and Future Perspectives
Face recognition using modular bilinear discriminant analysis

VISUAL'05 Proceedings of the 8th international conference on Visual Information and Information Systems
Information fusion in biomedical image analysis: combination of data vs. combination of interpretations

IPMI'05 Proceedings of the 19th international conference on Information Processing in Medical Imaging
Combining classifiers for robust face detection

ISNN'06 Proceedings of the Third international conference on Advnaces in Neural Networks - Volume Part II
Recognition from a single sample per person with multiple SOM fusion

ISNN'06 Proceedings of the Third international conference on Advnaces in Neural Networks - Volume Part II
Support vector machine in novelty detection for multi-channel combustion data

ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part III
Preliminary cost estimates for thin-film transistor liquid-crystal display inspection and repair equipment: A hybrid hierarchical approach

Computers and Industrial Engineering
An evaluation of several fusion algorithms for anti-tank landmine detection and discrimination

Information Fusion
Time-Space ensemble strategies for automatic music genre classification

IBERAMIA-SBIA'06 Proceedings of the 2nd international joint conference, and Proceedings of the 10th Ibero-American Conference on AI 18th Brazilian conference on Advances in Artificial Intelligence
Multiclassifier fusion in human brain MR segmentation: modelling convergence

MICCAI'06 Proceedings of the 9th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part II
Empirical study on fusion methods using ensemble of RBFNN for network intrusion detection

ICMLC'05 Proceedings of the 4th international conference on Advances in Machine Learning and Cybernetics
Identifying Bacterial Virulent Proteins by Fusing a Set of Classifiers Based on Variants of Chou's Pseudo Amino Acid Composition and on Evolutionary Information

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Making Diversity Enhancement Based on Multiple Classifier System by Weight Tuning

Neural Processing Letters
A Two Stage Sequential Ensemble Applied to the Classification of Alzheimer's Disease Based on MRI Features

Neural Processing Letters
Can adaboost.m1 learn incrementally? a comparison to learn++ under different combination rules

ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part I
A hybrid evolutionary algorithm for bayesian networks learning: an application to classifier combination

EvoApplicatons'10 Proceedings of the 2010 international conference on Applications of Evolutionary Computation - Volume Part I
An efficient classifier fusion for face recognition including varying illumination

PCM'05 Proceedings of the 6th Pacific-Rim conference on Advances in Multimedia Information Processing - Volume Part II
Clarity ranking for digital images

FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part II
Combining classifiers based on OWA operators with an application to word sense disambiguation

RSFDGrC'05 Proceedings of the 10th international conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing - Volume Part I
Constructing rough decision forests

RSFDGrC'05 Proceedings of the 10th international conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing - Volume Part II
Detecting levels of interest from spoken dialog with multistream prediction feedback and similarity based hierarchical fusion learning

SIGDIAL '11 Proceedings of the SIGDIAL 2011 Conference
Multilabel classification using heterogeneous ensemble of multi-label classifiers

Pattern Recognition Letters
Color-Based classification of natural rock images using classifier combinations

SCIA'05 Proceedings of the 14th Scandinavian conference on Image Analysis
EER of fixed and trainable fusion classifiers: a theoretical study with application to biometric authentication tasks

MCS'05 Proceedings of the 6th international conference on Multiple Classifier Systems
Mixture of gaussian processes for combining multiple modalities

MCS'05 Proceedings of the 6th international conference on Multiple Classifier Systems
Multiple classifier fusion performance in networked stochastic vector quantisers

MCS'05 Proceedings of the 6th international conference on Multiple Classifier Systems
Using decision tree models and diversity measures in the selection of ensemble classification models

MCS'05 Proceedings of the 6th international conference on Multiple Classifier Systems
Design of a new classifier simulator

MCS'05 Proceedings of the 6th international conference on Multiple Classifier Systems
Multi-modal person recognition for vehicular applications

MCS'05 Proceedings of the 6th international conference on Multiple Classifier Systems
A classification approach to multi-biometric score fusion

AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
Multi-biometrics 2d and 3d ear recognition

AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
An on-line signature verification system based on fusion of local and global information

AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
Human recognition at a distance in video by integrating face profile and gait

AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
Identity verification utilizing finger surface features

AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
Audio-Visual speaker identification via adaptive fusion using reliability estimates of both modalities

AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
Fusion of appearance and depth information for face recognition

AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
A principled approach to score level fusion in multimodal biometric systems

AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
Combining biometric evidence for person authentication

ASB'03 Proceedings of the 1st international conference on Advanced Studies in Biometrics
An evidential reasoning approach to weighted combination of classifiers for word sense disambiguation

MLDM'05 Proceedings of the 4th international conference on Machine Learning and Data Mining in Pattern Recognition
Graph-Based multiple classifier systems a data level fusion approach

ICIAP'05 Proceedings of the 13th international conference on Image Analysis and Processing
Classification of natural images using supervised and unsupervised classifier combinations

ICIAP'05 Proceedings of the 13th international conference on Image Analysis and Processing
Combining multiple matchers for fingerprint verification: a case study in FVC2004

ICIAP'05 Proceedings of the 13th international conference on Image Analysis and Processing
Combining classifiers with multi-representation of context in word sense disambiguation

PAKDD'05 Proceedings of the 9th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Information-Theoretic selection of classifiers for building multiple classifier systems

ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part I
On hybrid classification using model assisted posterior estimates

Pattern Recognition
Face recognition – combine generic and specific solutions

ICIAR'05 Proceedings of the Second international conference on Image Analysis and Recognition
Multiple classifier system with feature grouping for intrusion detection: mutual information approach

KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part III
Face recognition by multiple classifiers, a divide-and-conquer approach

KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part III
Methods for combining statistical models of music

CMMR'04 Proceedings of the Second international conference on Computer Music Modeling and Retrieval
An entropy-based diversity measure for classifier combining and its application to face classifier ensemble thinning

SINOBIOMETRICS'04 Proceedings of the 5th Chinese conference on Advances in Biometric Person Authentication
Cluster ensembles in collaborative filtering recommendation

Applied Soft Computing
Image segmentation with a hybrid ensemble of one-class support vector machines

HAIS'10 Proceedings of the 5th international conference on Hybrid Artificial Intelligence Systems - Volume Part I
Automatic quality inspection of percussion cap mass production by means of 3d machine vision and machine learning techniques

HAIS'10 Proceedings of the 5th international conference on Hybrid Artificial Intelligence Systems - Volume Part I
Multi-represented kNN-classification for large class sets

DASFAA'05 Proceedings of the 10th international conference on Database Systems for Advanced Applications
Combining rule-based and sample-based classifiers – probabilistic approach

BVAI'05 Proceedings of the First international conference on Brain, Vision, and Artificial Intelligence
A cascaded classifier approach for improving detection rates on rare attack categories in network intrusion detection

Applied Intelligence
On-line multi-stage sorting algorithm for agriculture products

Pattern Recognition
A measure of competence based on random classification for dynamic ensemble selection

Information Fusion
Natural scene image modeling using color and texture visterms

CIVR'06 Proceedings of the 5th international conference on Image and Video Retrieval
Utilizing independence of multimodal biometric matchers

MRCS'06 Proceedings of the 2006 international conference on Multimedia Content Representation, Classification and Security
Coupling adaboost and random subspace for diversified fisher linear discriminant

ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I
Face recognition using correlation between illuminant context

ICAISC'06 Proceedings of the 8th international conference on Artificial Intelligence and Soft Computing
Improving steganalysis by fusion techniques: a case study with image steganography

Transactions on Data Hiding and Multimedia Security I
Remote sensing image classification: a neuro-fuzzy MCS approach

ICVGIP'06 Proceedings of the 5th Indian conference on Computer Vision, Graphics and Image Processing
Pose invariant generic object recognition with orthogonal axis manifolds in linear subspace

ICVGIP'06 Proceedings of the 5th Indian conference on Computer Vision, Graphics and Image Processing
Dempster-Shafer theory based classifier fusion for improved fingerprint verification performance

ICVGIP'06 Proceedings of the 5th Indian conference on Computer Vision, Graphics and Image Processing
Multiple classifier systems under attack

MCS'10 Proceedings of the 9th international conference on Multiple Classifier Systems
Estimation of the number of clusters using multiple clustering validity indices

MCS'10 Proceedings of the 9th international conference on Multiple Classifier Systems
Combining neural networks to improve performance of handwritten keyword spotting

MCS'10 Proceedings of the 9th international conference on Multiple Classifier Systems
Using diversity in classifier set selection for arabic handwritten recognition

MCS'10 Proceedings of the 9th international conference on Multiple Classifier Systems
Feature relationships hypergraph for multimodal recognition

ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part I
Exploiting class-specific features in multi-feature dissimilarity space for efficient querying of images

FQAS'11 Proceedings of the 9th international conference on Flexible Query Answering Systems
Audio and video feature fusion for activity recognition in unconstrained videos

IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning
Nonlinear scale space theory in texture classification using multiple classifier systems

ICIAR'10 Proceedings of the 7th international conference on Image Analysis and Recognition - Volume Part I
A markov random field model for combining optimum-path forest classifiers using decision graphs and game strategy approach

CIARP'11 Proceedings of the 16th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
Sensor interoperability and fusion in signature verification: a case study using tablet PC

IWBRS'05 Proceedings of the 2005 international conference on Advances in Biometric Person Authentication
Fusion of local and regional approaches for on-line signature verification

IWBRS'05 Proceedings of the 2005 international conference on Advances in Biometric Person Authentication
Automatic configuration for a biometrics-based physical access control system

IWBRS'05 Proceedings of the 2005 international conference on Advances in Biometric Person Authentication
Exploiting high-level information provided by ALISP in speaker recognition

NOLISP'05 Proceedings of the 3rd international conference on Non-Linear Analyses and Algorithms for Speech Processing
Combining multiple classifiers for faster optical character recognition

DAS'06 Proceedings of the 7th international conference on Document Analysis Systems
Cut digits classification with k-NN multi-specialist

DAS'06 Proceedings of the 7th international conference on Document Analysis Systems
Two-stage phone duration modelling with feature construction and feature vector extension for the needs of speech synthesis

Computer Speech and Language
Adaptive weighted fusion of local kernel classifiers for effective pattern classification

ICIC'11 Proceedings of the 7th international conference on Advanced Intelligent Computing
From cluster ensemble to structure ensemble

Information Sciences: an International Journal
Face verification with feature fusion of Gabor based and curvelet based representations

Multimedia Tools and Applications
Gene expression data analysis of human lymphoma using support vector machines and output coding ensembles

Artificial Intelligence in Medicine
A simple method for improving local binary patterns by considering non-uniform patterns

Pattern Recognition
Inverse random under sampling for class imbalance problem and its application to multi-label classification

Pattern Recognition
Ensemble of tensor classifiers based on the higher-order singular value decomposition

HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part II
An efficient ensemble classification method based on novel classifier selection technique

Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics
Using an ensemble system to improve concept extraction from clinical records

Journal of Biomedical Informatics
Prediction of protein-protein interaction types using the decision templates based on multiple classier fusion

Mathematical and Computer Modelling: An International Journal
Using multiple models to understand data

IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Two
Visual detection of lintel-occluded doors by integrating multiple cues using a data-driven Markov chain Monte Carlo process

Robotics and Autonomous Systems
Chinese text location under complex background using Gabor filter and SVM

Neurocomputing
Music genre classification using LBP textural features

Signal Processing
Speaker verification using excitation source information

International Journal of Speech Technology
Intelligent Postoperative Morbidity Prediction of Heart Disease Using Artificial Intelligence Techniques

Journal of Medical Systems
Joint estimation of confidence and error causes in speech recognition

Speech Communication
Fusion of biometric systems using Boolean combination: an application to iris-based authentication

International Journal of Biometrics
Improving Image Classification Using Semantic Attributes

International Journal of Computer Vision
Coupled Action Recognition and Pose Estimation from Multiple Views

International Journal of Computer Vision
A double-ensemble approach for classifying skewed data streams

PAKDD'12 Proceedings of the 16th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I
On the simultaneous recognition of identity and expression from BU-3DFE datasets

Pattern Recognition Letters
The current state of art: handwriting a behavioral biometric for person identification and verification

Proceedings of the International Conference on Advances in Computing, Communications and Informatics
Network-Level Power-Performance Trade-Off in Wearable Activity Recognition: A Dynamic Sensor Selection Approach

ACM Transactions on Embedded Computing Systems (TECS)
Cluster-based one-class ensemble for classification problems in information retrieval

SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
On combining algorithms for deformable image registration

WBIR'12 Proceedings of the 5th international conference on Biomedical Image Registration
Combination of physiological and behavioral biometric for human identification

MLDM'12 Proceedings of the 8th international conference on Machine Learning and Data Mining in Pattern Recognition
A multiclassifier approach for drill wear prediction

MLDM'12 Proceedings of the 8th international conference on Machine Learning and Data Mining in Pattern Recognition
Inferring personality of online gamers by fusing multiple-view predictions

UMAP'12 Proceedings of the 20th international conference on User Modeling, Adaptation, and Personalization
Tri-training based on neural network ensemble algorithm

IScIDE'11 Proceedings of the Second Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
Multimodal classification of breast masses in mammography and MRI using unimodal feature selection and decision fusion

IWDM'12 Proceedings of the 11th international conference on Breast Imaging
An eigengene-based classifier committee learning algorithm for tumor classification

ICIC'12 Proceedings of the 8th international conference on Intelligent Computing Theories and Applications
Integration of global and local feature for age estimation of facial images

ICIC'12 Proceedings of the 8th international conference on Intelligent Computing Theories and Applications
Dynamic fusion method using Localized Generalization Error Model

Information Sciences: an International Journal
A Multi-Criteria Decision Method Based on Rank Distance

Fundamenta Informaticae
Combining features of negative correlation learning with mixture of experts in proposed ensemble methods

Applied Soft Computing
Automatic network intrusion detection: Current techniques and open issues

Computers and Electrical Engineering
On physical-layer identification of wireless devices

ACM Computing Surveys (CSUR)
Automatic detection of speaker state: Lexical, prosodic, and phonetic approaches to level-of-interest and intoxication classification

Computer Speech and Language
Sketch-based 3D engineering part class browsing and retrieval

SBM'06 Proceedings of the Third Eurographics conference on Sketch-Based Interfaces and Modeling
Fusion of feature sets and classifiers for facial expression recognition

Expert Systems with Applications: An International Journal
Letters: Dynamic classifier ensemble using classification confidence

Neurocomputing
Towards a dynamic expression recognition system under facial occlusion

Pattern Recognition Letters
A random forest system combination approach for error detection in digital dictionaries

HYBRID '12 Proceedings of the Workshop on Innovative Hybrid Approaches to the Processing of Textual Data
Motion compensation for face recognition based on active differential imaging

ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
Fingerprint recognition based on combined features

ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
User classification for keystroke dynamics authentication

ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
Optimal decision fusion for a face verification system

ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
A new hybrid approach to predict subcellular localization by incorporating protein evolutionary conservation information

LSMS'07 Proceedings of the 2007 international conference on Life System Modeling and Simulation
Overview of the ImageCLEFmed 2006 medical retrieval and medical annotation tasks

CLEF'06 Proceedings of the 7th international conference on Cross-Language Evaluation Forum: evaluation of multilingual and multi-modal information retrieval
CINDI at ImageCLEF 2006: image retrieval & annotation tasks for the general photographic and medical image collections

CLEF'06 Proceedings of the 7th international conference on Cross-Language Evaluation Forum: evaluation of multilingual and multi-modal information retrieval
Poultry skin tumor detection in hyperspectral reflectance images by combining classifiers

ICIAR'07 Proceedings of the 4th international conference on Image Analysis and Recognition
Improving a dynamic ensemble selection method based on oracle information

International Journal of Innovative Computing and Applications
A unified learning framework for auto face annotation by mining web facial images

Proceedings of the 21st ACM international conference on Information and knowledge management
A multi-resolution multi-classifier system for speaker verification

Expert Systems: The Journal of Knowledge Engineering
Multibiometric human recognition using 3D ear and face features

Pattern Recognition
Multiple-instance learning as a classifier combining problem

Pattern Recognition
Scale selection for supervised image segmentation

Image and Vision Computing
Classifying websites into non-topical categories

DaWaK'12 Proceedings of the 14th international conference on Data Warehousing and Knowledge Discovery
Multi-view gait fusion for large scale human identification in surveillance videos

ACIVS'12 Proceedings of the 14th international conference on Advanced Concepts for Intelligent Vision Systems
Reduced analytical dependency modeling for classifier fusion

ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part III
Viewpoint invariant collective activity recognition with relative action context

ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part III
A selective weighted late fusion for visual concept recognition

ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part III
Combining textural and geometrical descriptors for scene recognition

ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume 2
Fast computation of the performance evaluation of biometric systems: Application to multibiometrics

Future Generation Computer Systems
A sparse representation method of bimodal biometrics and palmprint recognition experiments

Neurocomputing
New dynamic classifiers selection approach for handwritten recognition

ICANN'12 Proceedings of the 22nd international conference on Artificial Neural Networks and Machine Learning - Volume Part II
Gait based human identity recognition from multi-view surveillance videos

ICA3PP'12 Proceedings of the 12th international conference on Algorithms and Architectures for Parallel Processing - Volume Part II
Embedding of the extended euclidean distance into pattern recognition with higher-order singular value decomposition of prototype tensors

CISIM'12 Proceedings of the 11th IFIP TC 8 international conference on Computer Information Systems and Industrial Management
Feature prominence-based weighting scheme for video tracking

Proceedings of the Eighth Indian Conference on Computer Vision, Graphics and Image Processing
Classifier ensemble using a heuristic learning with sparsity and diversity

ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part II
A meta-learning approach for determining the number of clusters with consideration of nearest neighbors

Information Sciences: an International Journal
Undesired state-action prediction in multi-agent reinforcement learning for linked multi-component robotic system control

Information Sciences: an International Journal
Feature representation selection based on Classifier Projection Space and Oracle analysis

Expert Systems with Applications: An International Journal
Single Classifier-based Multiple Classification Scheme for weak classifiers: An experimental comparison

Expert Systems with Applications: An International Journal
Notation-Invariant patch-based wall detector in architectural floor plans

GREC'11 Proceedings of the 9th international conference on Graphics Recognition: new trends and challenges
A framework for constructing benchmark databases and protocols for retinopathy in medical image analysis

IScIDE'12 Proceedings of the third Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
Multimodal recognition of visual concepts using histograms of textual concepts and selective weighted late fusion scheme

Computer Vision and Image Understanding
A unified probabilistic framework for automatic 3D facial expression analysis based on a Bayesian belief inference and statistical feature models

Image and Vision Computing
Multi-view multi-modal gait based human identity recognition from surveillance videos

MPRSS'12 Proceedings of the First international conference on Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction
Multimodal biometric system based on hand geometry, palmprint and signature

Proceedings of the 5th ACM COMPUTE Conference: Intelligent & scalable system technologies
Learning regression ensembles with genetic programming at scale

Proceedings of the 15th annual conference on Genetic and evolutionary computation
Robust gait recognition via discriminative set matching

Journal of Visual Communication and Image Representation
A multiple feature vector framework for forest species recognition

Proceedings of the 28th Annual ACM Symposium on Applied Computing
Context-Aware features for singing voice detection in polyphonic music

AMR'11 Proceedings of the 9th international conference on Adaptive Multimedia Retrieval: large-scale multimedia retrieval and evaluation
Multiple feature fusion based on co-training approach and time regularization for place classification in wearable video

Advances in Multimedia
Software effort models should be assessed via leave-one-out validation

Journal of Systems and Software
Toward an efficient and scalable feature selection approach for internet traffic classification

Computer Networks: The International Journal of Computer and Telecommunications Networking
Ontology alignment using artificial neural network for large-scale ontologies

International Journal of Metadata, Semantics and Ontologies
Combining embedded accelerometers with computer vision for recognizing food preparation activities

Proceedings of the 2013 ACM international joint conference on Pervasive and ubiquitous computing
A tutorial on human activity recognition using body-worn inertial sensors

ACM Computing Surveys (CSUR)
Why multiple document image binarizations improve OCR

Proceedings of the 2nd International Workshop on Historical Document Imaging and Processing
Adaptive multifeature visual tracking in a probability-hypothesis-density filtering framework

Signal Processing
Connecting high-dimensional mRNA and miRNA expression data for binary medical classification problems

Computer Methods and Programs in Biomedicine
Tackling the problem of classification with noisy data using Multiple Classifier Systems: Analysis of the performance and robustness

Information Sciences: an International Journal
SLEDGE: Sequential Labeling of Image Edges for Boundary Detection

International Journal of Computer Vision
Discriminative fusion of shape and appearance features for human pose estimation

Pattern Recognition
Classifier fusion with interval-valued weights

Pattern Recognition Letters
Opportunistic synergy: a classifier fusion engine for micro-gesture recognition

Proceedings of the 5th International Conference on Automotive User Interfaces and Interactive Vehicular Applications
Early security classification of skype users via machine learning

Proceedings of the 2013 ACM workshop on Artificial intelligence and security
A facial expression recognition method by fusing multiple sparse representation based classifiers

ISNN'13 Proceedings of the 10th international conference on Advances in Neural Networks - Volume Part I
Modeling multi-object interactions using "string of feature graphs"

Computer Vision and Image Understanding
Autoregressive modeling of speech trajectory transformed to the reconstructed phase space for ASR purposes

Digital Signal Processing
The largest inertial sensor-based gait database and performance evaluation of gait-based personal authentication

Pattern Recognition
A fuzzy classifier to deal with similarity between labels on automatic prosodic labeling

Computer Speech and Language
Combining classifiers using nearest decision prototypes

Applied Soft Computing
Combining cluster analysis with classifier ensembles to predict financial distress

Information Fusion
Fusion of local normalization and Gabor entropy weighted features for face identification

Pattern Recognition
Robust image retrieval with hidden classes

Computer Vision and Image Understanding
Multiobjective genetic classifier selection for random oracles fuzzy rule-based classifier ensembles: How beneficial is the additional diversity?

Knowledge-Based Systems
Traffic classification combining flow correlation and ensemble classifier

International Journal of Wireless and Mobile Computing
Hybrid computer vision system for drivers' eye recognition and fatigue monitoring

Neurocomputing
Optimal selection of ensemble classifiers using measures of competence and diversity of base classifiers

Neurocomputing
Boosting the handwritten word spotting experience by including the user in the loop

Pattern Recognition
Using Bayesian networks for selecting classifiers in GP ensembles

Information Sciences: an International Journal
Classification of major construction materials in construction environments using ensemble classifiers

Advanced Engineering Informatics
Multimedia event detection with multimodal feature fusion and temporal concept localization

Machine Vision and Applications
A multimodal content-based approach for web pages analysis

International Journal of Knowledge Engineering and Data Mining
Heartbeat classification using disease-specific feature selection

Computers in Biology and Medicine
Location Feature Integration for Clustering-Based Speech Separation in Distributed Microphone Arrays

IEEE/ACM Transactions on Audio, Speech and Language Processing (TASLP)
Segmentation of abdominal organs from CT using a multi-level, hierarchical neural network strategy

Computer Methods and Programs in Biomedicine
Quality of information-based source assessment and selection

Neurocomputing
Biometric fusion by simulated annealing

International Journal of Knowledge-based and Intelligent Engineering Systems
Robust classification of imbalanced data using one-class and two-class SVM-based multiclassifiers

Intelligent Data Analysis - Business Analytics and Intelligent Optimization
From static to dynamic ensemble of classifiers selection: Application to Arabic handwritten recognition

International Journal of Knowledge-based and Intelligent Engineering Systems
Face Recognition with Integrating Multiple Cues

Journal of Signal Processing Systems
A novel classifier ensemble method with sparsity and diversity

Neurocomputing
Detection and recognition of text superimposed in images base on layered method

Neurocomputing

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Abstract

We develop a common theoretical framework for combining classifiers which use distinct pattern representations and show that many existing schemes can be considered as special cases of compound classification where all the pattern representations are used jointly to make a decision. An experimental comparison of various classifier combination schemes demonstrates that the combination rule developed under the most restrictive assumptions驴the sum rule驴outperforms other classifier combinations schemes. A sensitivity analysis of the various schemes to estimation errors is carried out to show that this finding can be justified theoretically.