A Theoretical and Experimental Analysis of Linear Combiners for Multiple Classifier Systems
IEEE Transactions on Pattern Analysis and Machine Intelligence
DXCS: an XCS system for distributed data mining
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
IEEE Transactions on Pattern Analysis and Machine Intelligence
On naive Bayesian fusion of dependent classifiers
Pattern Recognition Letters
Rotation Forest: A New Classifier Ensemble Method
IEEE Transactions on Pattern Analysis and Machine Intelligence
Incorporating machine-learning into music similarity estimation
Proceedings of the 1st ACM workshop on Audio and music computing multimedia
Adaptive fusion and co-operative training for classifier ensembles
Pattern Recognition
Proposition of common classifier construction for pattern recognition with context task
Knowledge-Based Systems
Trainable fusion rules. I. Large sample size case
Neural Networks
Trainable fusion rules. II. Small sample-size effects
Neural Networks
Weighted Sub-Gabor for face recognition
Pattern Recognition Letters
An evidential and genetic method for cooperative learning systems
Multiagent and Grid Systems
Ensembling evidential k-nearest neighbor classifiers through multi-modal perturbation
Applied Soft Computing
Pairwise fusion matrix for combining classifiers
Pattern Recognition
Classifier Ensembles with a Random Linear Oracle
IEEE Transactions on Knowledge and Data Engineering
A boosting approach for corporate failure prediction
Applied Intelligence
Diagnosing scrapie in sheep: A classification experiment
Computers in Biology and Medicine
Decision trees using model ensemble-based nodes
Pattern Recognition
A model-based approach to constructing music similarity functions
EURASIP Journal on Applied Signal Processing
Music genre classification using MIDI and audio features
EURASIP Journal on Applied Signal Processing
Calligraphic Interfaces: Classifier combination for sketch-based 3D part retrieval
Computers and Graphics
Computers in Biology and Medicine
A mathematical framework to optimize ATR systems with non-declarations and sensor fusion
Computers and Operations Research
A novel fuzzy classifier based on product aggregation operator
Pattern Recognition
Neural networks deterioration models for serviceability condition of buried stormwater pipes
Engineering Applications of Artificial Intelligence
Hierarchical two-tier ensemble learning: a new paradigm for network intrusion detection
Proceedings of the ACM first Ph.D. workshop in CIKM
Cumulative Voting Consensus Method for Partitions with Variable Number of Clusters
IEEE Transactions on Pattern Analysis and Machine Intelligence
Context-based filtering for assisted brain-actuated wheelchair driving
Computational Intelligence and Neuroscience - EEG/MEG Signal Processing
Automatic Image Segmentation by Tree Pruning
Journal of Mathematical Imaging and Vision
Combined approach to pattern classification in parametric case
SMO'07 Proceedings of the 7th WSEAS International Conference on Simulation, Modelling and Optimization
A writer identification system for on-line whiteboard data
Pattern Recognition
Boosting recombined weak classifiers
Pattern Recognition Letters
NN'06 Proceedings of the 7th WSEAS International Conference on Neural Networks
Using weighted dynamic classifier selection methods in ensembles with different levels of diversity
International Journal of Hybrid Intelligent Systems - Hybrid Intelligent systems in Ensembles
Constructing ensembles of symbolic classifiers
International Journal of Hybrid Intelligent Systems - Hybrid Intelligent systems in Ensembles
Investigating the use of a multi-agent system for knowledge discovery in databases
International Journal of Hybrid Intelligent Systems - VIII Brazilian Symposium On Neural Networks
Cancer classification using Rotation Forest
Computers in Biology and Medicine
A 'No Panacea Theorem' for classifier combination
Pattern Recognition
Principled reasoning and practical applications of alert fusion in intrusion detection systems
Proceedings of the 2008 ACM symposium on Information, computer and communications security
Pattern Recognition Letters
Statistical pattern recognition in remote sensing
Pattern Recognition
Multisource images analysis using collaborative clustering
EURASIP Journal on Advances in Signal Processing
Computer Vision and Image Understanding
Pattern Recognition
Meta methods for model sharing in personal information systems
ACM Transactions on Information Systems (TOIS)
IbPRIA '07 Proceedings of the 3rd Iberian conference on Pattern Recognition and Image Analysis, Part I
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
IWINAC '07 Proceedings of the 2nd international work-conference on The Interplay Between Natural and Artificial Computation, Part I: Bio-inspired Modeling of Cognitive Tasks
Sensing Attacks in Computers Networks with Hidden Markov Models
MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition
Selection of Experts for the Design of Multiple Biometric Systems
MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition
Dataset Complexity and Gene Expression Based Cancer Classification
WILF '07 Proceedings of the 7th international workshop on Fuzzy Logic and Applications: Applications of Fuzzy Sets Theory
Combining Answers of Sub-classifiers in the Bagging-Feature Ensembles
RSEISP '07 Proceedings of the international conference on Rough Sets and Intelligent Systems Paradigms
The Mixture of Neural Networks as Ensemble Combiner
ANNPR '08 Proceedings of the 3rd IAPR workshop on Artificial Neural Networks in Pattern Recognition
Researching on Multi-net Systems Based on Stacked Generalization
ANNPR '08 Proceedings of the 3rd IAPR workshop on Artificial Neural Networks in Pattern Recognition
Real-Time Emotion Recognition Using Echo State Networks
PIT '08 Proceedings of the 4th IEEE tutorial and research workshop on Perception and Interactive Technologies for Speech-Based Systems: Perception in Multimodal Dialogue Systems
From Ensemble of Fuzzy Classifiers to Single Fuzzy Rule Base Classifier
ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing
Evolutionary Methods to Create Interpretable Modular System
ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing
DILS '08 Proceedings of the 5th international workshop on Data Integration in the Life Sciences
Reliability Assessment of Ensemble Classifiers: Application in Mammography
IWDM '08 Proceedings of the 9th international workshop on Digital Mammography
ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part I
Adding Diversity in Ensembles of Neural Networks by Reordering the Training Set
ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part I
Using ARTMAP-Based Ensemble Systems Designed by Three Variants of Boosting
ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part I
Top-Down Hierarchical Ensembles of Classifiers for Predicting G-Protein-Coupled-Receptor Functions
BSB '08 Proceedings of the 3rd Brazilian symposium on Bioinformatics: Advances in Bioinformatics and Computational Biology
Is a Voting Approach Accurate for Opinion Mining?
DaWaK '08 Proceedings of the 10th international conference on Data Warehousing and Knowledge Discovery
Classifier Ensemble Generation for the Majority Vote Rule
CIARP '08 Proceedings of the 13th Iberoamerican congress on Pattern Recognition: Progress in Pattern Recognition, Image Analysis and Applications
Computer Aided Diagnosis System to Detect Breast Cancer Pathological Lesions
CIARP '08 Proceedings of the 13th Iberoamerican congress on Pattern Recognition: Progress in Pattern Recognition, Image Analysis and Applications
A GP Based Approach to the Classification of Multiclass Microarray Datasets
ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Artificial Intelligence
Inclusion of Video Information for Detection of Acoustic Events Using the Fuzzy Integral
MLMI '08 Proceedings of the 5th international workshop on Machine Learning for Multimodal Interaction
Classification Model for Estimation of Risk Factors in Cardiological Diagnostics
AIMSA '08 Proceedings of the 13th international conference on Artificial Intelligence: Methodology, Systems, and Applications
On Combining Classifiers by Relaxation for Natural Textures in Images
HAIS '08 Proceedings of the 3rd international workshop on Hybrid Artificial Intelligence Systems
Fusers Based on Classifier Response and Discriminant Function --- Comparative Study
HAIS '08 Proceedings of the 3rd international workshop on Hybrid Artificial Intelligence Systems
An Improved Connectionist Translator between Natural Languages
IBERAMIA '08 Proceedings of the 11th Ibero-American conference on AI: Advances in Artificial Intelligence
An experimental comparison of performance measures for classification
Pattern Recognition Letters
Web page classification: Features and algorithms
ACM Computing Surveys (CSUR)
Ensemble Combination for Solving the Parameter Selection Problem in Image Segmentation
SSPR & SPR '08 Proceedings of the 2008 Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
Graph Classification Based on Dissimilarity Space Embedding
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
A New Variant of the Optimum-Path Forest Classifier
ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing
A new method for hierarchical clustering combination
Intelligent Data Analysis
Using Boosting to prune Double-Bagging ensembles
Computational Statistics & Data Analysis
Expert Systems with Applications: An International Journal
Empirical analysis of support vector machine ensemble classifiers
Expert Systems with Applications: An International Journal
Decision fusion for postal address recognition using belief functions
Expert Systems with Applications: An International Journal
Designing multiple biometric systems: Measures of ensemble effectiveness
Engineering Applications of Artificial Intelligence
Illumination Invariant Face Detection Using Classifier Fusion
PCM '08 Proceedings of the 9th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Promoting Diversity in Gaussian Mixture Ensembles: An Application to Signature Verification
Biometrics and Identity Management
Recognition and classification of colon cells applying the ensemble of classifiers
Computers in Biology and Medicine
Incremental construction of classifier and discriminant ensembles
Information Sciences: an International Journal
Artificial Intelligence in Medicine
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
CombNET-III with Nonlinear Gating Network and Its Application in Large-Scale Classification Problems
IEICE - Transactions on Information and Systems
Study of Facial Features Combination Using a Novel Adaptive Fuzzy Integral Fusion Model
IEICE - Transactions on Information and Systems
Analysis of a Plurality Voting-based Combination of Classifiers
Neural Processing Letters
Automatic Motherese Detection for Face-to-Face Interaction Analysis
Multimodal Signals: Cognitive and Algorithmic Issues
Cluster-based nearest-neighbour classifier and its application on the lightning classification
Journal of Computer Science and Technology
On-line signature verification system with failure to enrol management
Pattern Recognition
Information fusion for computer security: State of the art and open issues
Information Fusion
Collaborative agent-based learning with limited data exchange
Proceedings of The 8th International Conference on Autonomous Agents and Multiagent Systems - Volume 2
Maximum likelihood linear programming data fusion for speaker recognition
Speech Communication
TIE: A Community-Oriented Traffic Classification Platform
TMA '09 Proceedings of the First International Workshop on Traffic Monitoring and Analysis
Selective Ensemble Algorithms of Support Vector Machines Based on Constraint Projection
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part II
A New Approach to Improving ICA-Based Models for the Classification of Microarray Data
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part III
Combining feature spaces for classification
Pattern Recognition
Assessing the aggregation of parameterized imprecise classification
Proceedings of the 2006 conference on Artificial Intelligence Research and Development
A Bayesian Methodology for Estimating Uncertainty of Decisions in Safety-Critical Systems
Proceedings of the 2006 conference on Integrated Intelligent Systems for Engineering Design
A Classifier Ensemble Approach to Intrusion Detection for Network-Initiated Attacks
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
Proceedings of the 2006 conference on ECAI 2006: 17th European Conference on Artificial Intelligence August 29 -- September 1, 2006, Riva del Garda, Italy
Mixture of Gaussians Model for Robust Pedestrian Images Detection
Proceedings of the 2008 conference on ECAI 2008: 18th European Conference on Artificial Intelligence
A simple score normalisation technique for multimodal biometric authentication
International Journal of Biometrics
Real Adaboost Ensembles with Emphasized Subsampling
IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part I: Bio-Inspired Systems: Computational and Ambient Intelligence
On the Effectiveness of Diversity When Training Multiple Classifier Systems
ECSQARU '09 Proceedings of the 10th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
An Ensemble Based Translator for Natural Languages
IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part II: Distributed Computing, Artificial Intelligence, Bioinformatics, Soft Computing, and Ambient Assisted Living
Target Identification from High Resolution Remote Sensing Image by Combining Multiple Classifiers
MCS '09 Proceedings of the 8th International Workshop on Multiple Classifier Systems
MLP, Gaussian Processes and Negative Correlation Learning for Time Series Prediction
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
Manifold Learning for Multi-classifier Systems via Ensembles
MCS '09 Proceedings of the 8th International Workshop on Multiple Classifier Systems
When Semi-supervised Learning Meets Ensemble Learning
MCS '09 Proceedings of the 8th International Workshop on Multiple Classifier Systems
Comparison of Bagging and Boosting Algorithms on Sample and Feature Weighting
MCS '09 Proceedings of the 8th International Workshop on Multiple Classifier Systems
Hybrid Hierarchical Classifiers for Hyperspectral Data Analysis
MCS '09 Proceedings of the 8th International Workshop on Multiple Classifier Systems
Regularized Linear Models in Stacked Generalization
MCS '09 Proceedings of the 8th International Workshop on Multiple Classifier Systems
Incremental Learning of Variable Rate Concept Drift
MCS '09 Proceedings of the 8th International Workshop on Multiple Classifier Systems
Random Ordinality Ensembles$\colon$ A Novel Ensemble Method for Multi-valued Categorical Data
MCS '09 Proceedings of the 8th International Workshop on Multiple Classifier Systems
Multi-scale Stacked Sequential Learning
MCS '09 Proceedings of the 8th International Workshop on Multiple Classifier Systems
Ant Clustering Using Ensembles of Partitions
MCS '09 Proceedings of the 8th International Workshop on Multiple Classifier Systems
Rough Sets and Functional Dependencies in Data: Foundations of Association Reducts
Transactions on Computational Science V
Two-Stage Neural Network Approach to Precise 24-Hour Load Pattern Prediction
HAIS '09 Proceedings of the 4th International Conference on Hybrid Artificial Intelligence Systems
Adaptive Splitting and Selection Method of Classifier Ensemble Building
HAIS '09 Proceedings of the 4th International Conference on Hybrid Artificial Intelligence Systems
Probability Error in Global Optimal Hierarchical Classifier with Intuitionistic Fuzzy Observations
HAIS '09 Proceedings of the 4th International Conference on Hybrid Artificial Intelligence Systems
Some Remarks on Chosen Methods of Classifier Fusion Based on Weighted Voting
HAIS '09 Proceedings of the 4th International Conference on Hybrid Artificial Intelligence Systems
Supervised Classification Algorithms Applied to the Detection of Atmospheric Pollution
IEA/AIE '09 Proceedings of the 22nd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems: Next-Generation Applied Intelligence
Probability Error in Bayes Optimal Classifier with Intuitionistic Fuzzy Observations
ICIAR '09 Proceedings of the 6th International Conference on Image Analysis and Recognition
AN ORDER-k VORONOI APPROACH TO GEOSPATIAL CONCEPT MANAGEMENT WITHIN CONCEPTUAL SPACES
Applied Artificial Intelligence
A Learning Algorithm for the Optimum-Path Forest Classifier
GbRPR '09 Proceedings of the 7th IAPR-TC-15 International Workshop on Graph-Based Representations in Pattern Recognition
Efficient Text Classification Using Best Feature Selection and Combination of Methods
Proceedings of the Symposium on Human Interface 2009 on ConferenceUniversal Access in Human-Computer Interaction. Part I: Held as Part of HCI International 2009
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
Functional Near-Infrared Spectroscopy and Electroencephalography: A Multimodal Imaging Approach
FAC '09 Proceedings of the 5th International Conference on Foundations of Augmented Cognition. Neuroergonomics and Operational Neuroscience: Held as Part of HCI International 2009
Ensembles of Abstaining Classifiers Based on Rule Sets
ISMIS '09 Proceedings of the 18th International Symposium on Foundations of Intelligent Systems
Combining Time and Space Similarity for Small Size Learning under Concept Drift
ISMIS '09 Proceedings of the 18th International Symposium on Foundations of Intelligent Systems
Selecting Computer Architectures by Means of Control-Flow-Graph Mining
IDA '09 Proceedings of the 8th International Symposium on Intelligent Data Analysis: Advances in Intelligent Data Analysis VIII
On the Training Patterns Pruning for Optimum-Path Forest
ICIAP '09 Proceedings of the 15th International Conference on Image Analysis and Processing
On a New Measure of Classifier Competence Applied to the Design of Multiclassifier Systems
ICIAP '09 Proceedings of the 15th International Conference on Image Analysis and Processing
Towards a Linear Combination of Dichotomizers by Margin Maximization
ICIAP '09 Proceedings of the 15th International Conference on Image Analysis and Processing
Constraint projections for ensemble learning
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 2
Error bounds of decision templates and support vector machines in decision fusion
International Journal of Knowledge Engineering and Soft Data Paradigms
Specializing for predicting obesity and its co-morbidities
Journal of Biomedical Informatics
Genetic algorithms in classifier fusion
Applied Soft Computing
Data & Knowledge Engineering
IEEE Journal on Selected Areas in Communications - Special issue on body area networking: Technology and applications
Human-machine interaction issues in quality control based on online image classification
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
Boosted online learning for face recognition
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Content based image retrieval using unclean positive examples
IEEE Transactions on Image Processing
IEEE Transactions on Neural Networks
Collaborative Agent-Based Learning for Brain Tumour Diagnosis
Proceedings of the 2009 conference on Artificial Intelligence Research and Development: Proceedings of the 12th International Conference of the Catalan Association for Artificial Intelligence
Classifier subset selection for biomedical named entity recognition
Applied Intelligence
Ensemble with neural networks for bankruptcy prediction
Expert Systems with Applications: An International Journal
Collaborative Agent-Based Learning for Brain Tumour Diagnosis
Proceedings of the 2009 conference on Artificial Intelligence Research and Development: Proceedings of the 12th International Conference of the Catalan Association for Artificial Intelligence
Cytocomputation in a biologically inspired, dynamically reconfigurable hardware platform
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
The diversity/accuracy dilemma: an empirical analysis in the context of heterogeneous ensembles
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Neuro-fuzzy Rough Classifier Ensemble
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part I
Hybrid Repayment Prediction for Debt Portfolio
ICCCI '09 Proceedings of the 1st International Conference on Computational Collective Intelligence. Semantic Web, Social Networks and Multiagent Systems
Prediction of Sequential Values for Debt Recovery
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
Finding Small Consistent Subset for the Nearest Neighbor Classifier Based on Support Graphs
CIARP '09 Proceedings of the 14th Iberoamerican Conference on Pattern Recognition: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
Using Maximum Similarity Graphs to Edit Nearest Neighbor Classifiers
CIARP '09 Proceedings of the 14th Iberoamerican Conference on Pattern Recognition: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
Cooperative Sign Language Tutoring: A Multiagent Approach
ESAW '09 Proceedings of the 10th International Workshop on Engineering Societies in the Agents World X
Protein Fold Prediction Problem Using Ensemble of Classifiers
ICONIP '09 Proceedings of the 16th International Conference on Neural Information Processing: Part II
Image retrieval using noisy query
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
A new supervised local modelling classifier based on information theory
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
On the selection of decision trees in random forests
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Feature selection in heterogeneous structure of ensembles: a genetic algorithm approach
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
An evidential cooperative multi-agent system
Expert Systems with Applications: An International Journal
Artificial Intelligence Review
SVM ensemble intrusion detection model based on rough set feature reduct
CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
Fault diagnosis in railway track circuits using Dempster-Shafer classifier fusion
Engineering Applications of Artificial Intelligence
Ensemble Neural Network Approach for Accurate Load Forecasting in a Power System
International Journal of Applied Mathematics and Computer Science
Towards incremental classifier fusion
Intelligent Data Analysis
International Journal of Hybrid Intelligent Systems - Hybrid Fuzzy Models
Emotion recognition from speech signals using new harmony features
Signal Processing
Selection-fusion approach for classification of datasets with missing values
Pattern Recognition
Ensemble classification based on generalized additive models
Computational Statistics & Data Analysis
An incremental nested partition method for data clustering
Pattern Recognition
An Anticorrelation Kernel for Subsystem Training in Multiple Classifier Systems
The Journal of Machine Learning Research
ISBRA'07 Proceedings of the 3rd international conference on Bioinformatics research and applications
Kernel combination versus classifier combination
MCS'07 Proceedings of the 7th international conference on Multiple classifier systems
Multiple classifier methods for offline handwritten text line recognition
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
Bayesian analysis of linear combiners
MCS'07 Proceedings of the 7th international conference on Multiple classifier systems
Index driven combination of multiple biometric experts for AUC maximisation
MCS'07 Proceedings of the 7th international conference on Multiple classifier systems
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
Cooperative coevolutionary ensemble learning
MCS'07 Proceedings of the 7th international conference on Multiple classifier systems
From source code to runtime behaviour: Software metrics help to select the computer architecture
Knowledge-Based Systems
Probabilistic aggregation of classifiers for incremental learning
IWANN'07 Proceedings of the 9th international work conference on Artificial neural networks
Fusion of self organizing maps
IWANN'07 Proceedings of the 9th international work conference on Artificial neural networks
ViSOM ensembles for visualization and classification
IWANN'07 Proceedings of the 9th international work conference on Artificial neural networks
Evaluation of supervised vs. non supervised databases for hand geometry verification
IWANN'07 Proceedings of the 9th international work conference on Artificial neural networks
A novel hierarchical-clustering-combination scheme based on fuzzy-similarity relations
IEEE Transactions on Fuzzy Systems
On-line evolving image classifiers and their application to surface inspection
Image and Vision Computing
A multi-classifier for grading knee osteoarthritis using gait analysis
Pattern Recognition Letters
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
Stacking MF networks to combine the outputs provided by RBF networks
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
Quality of adaptation of fusion ViSOM
IDEAL'07 Proceedings of the 8th international conference on Intelligent data engineering and automated learning
Ensemble of dissimilarity based classifiers for cancerous samples classification
PRIB'07 Proceedings of the 2nd IAPR international conference on Pattern recognition in bioinformatics
Adaptive decision support for intensive care
EPIA'07 Proceedings of the aritficial intelligence 13th Portuguese conference on Progress in artificial intelligence
A family of novel graph kernels for structural pattern recognition
CIARP'07 Proceedings of the Congress on pattern recognition 12th Iberoamerican conference on Progress in pattern recognition, image analysis and applications
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
Bagging with asymmetric costs for misclassified and correctly classified examples
CIARP'07 Proceedings of the Congress on pattern recognition 12th Iberoamerican conference on Progress in pattern recognition, image analysis and applications
Expert Systems with Applications: An International Journal
Handwritten character recognition through two-stage foreground sub-sampling
Pattern Recognition
Contribution of hypercontours to multiagent automatic image analysis
KES-AMSTA'08 Proceedings of the 2nd KES International conference on Agent and multi-agent systems: technologies and applications
Construction of the ensemble of logical models in cluster analysis
ICIC'09 Proceedings of the Intelligent computing 5th international conference on Emerging intelligent computing technology and applications
An on-line interactive self-adaptive image classification framework
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
Local decision bagging of binary neural classifiers
Canadian AI'08 Proceedings of the Canadian Society for computational studies of intelligence, 21st conference on Advances in artificial intelligence
Interval-valued fuzzy observations in Bayes classifier
IDEAL'09 Proceedings of the 10th international conference on Intelligent data engineering and automated learning
Random relevant and non-redundant feature subspaces for co-training
IDEAL'09 Proceedings of the 10th international conference on Intelligent data engineering and automated learning
Modification of nested hyperrectangle exemplar as a proposition of information fusion method
IDEAL'09 Proceedings of the 10th international conference on Intelligent data engineering and automated learning
Ensemble methods to improve the performance of an English handwritten text line recognizer
SACH'06 Proceedings of the 2006 conference on Arabic and Chinese handwriting recognition
A discrete approach for supervised pattern recognition
IWCIA'08 Proceedings of the 12th international conference on Combinatorial image analysis
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 1
Co-training with relevant random subspaces
Neurocomputing
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
Dynamic classifier systems and their applications to random forest ensembles
ICANNGA'09 Proceedings of the 9th international conference on Adaptive and natural computing algorithms
HMM-web: a framework for the detection of attacks against web applications
ICC'09 Proceedings of the 2009 IEEE international conference on Communications
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
A new decision fusion technique for image classification
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Distributed text classification with an ensemble kernel-based learning approach
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Audiovisual quality estimation for mobile video services
IEEE Journal on Selected Areas in Communications
Feature fusion using locally linear embedding for classification
IEEE Transactions on Neural Networks
Predicting quality of experience in multimedia streaming
Proceedings of the 7th International Conference on Advances in Mobile Computing and Multimedia
Information theoretic combination of pattern classifiers
Pattern Recognition
On exploration of classifier ensemble synergism in pedestrian detection
IEEE Transactions on Intelligent Transportation Systems
Learning Photometric Invariance for Object Detection
International Journal of Computer Vision
Computer Methods and Programs in Biomedicine
International Journal of Approximate Reasoning
Learn++.MF: A random subspace approach for the missing feature problem
Pattern Recognition
A PSO-based weighting method for linear combination of neural networks
Computers and Electrical Engineering
Artificial Intelligence in Medicine
Artificial Intelligence in Medicine
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
Assessment of the influence of adaptive components in trainable surface inspection systems
Machine Vision and Applications - Integrated Imaging and Vision Techniques for Industrial Inspection
A weighted voting summarization of SOM ensembles
Data Mining and Knowledge Discovery
Employing multiple-kernel support vector machines for counterfeit banknote recognition
Applied Soft Computing
Sparse ensembles using weighted combination methods based on linear programming
Pattern Recognition
Automatic induction of projection pursuit indices
IEEE Transactions on Neural Networks
Support feature machine for DNA microarray data
RSCTC'10 Proceedings of the 7th international conference on Rough sets and current trends in computing
RSCTC'10 Proceedings of the 7th international conference on Rough sets and current trends in computing
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
RANSAC-based training data selection for emotion recognition from spontaneous speech
Proceedings of the 3rd international workshop on Affective interaction in natural environments
Feature selection in a cartesian ensemble of feature subspace classifiers for music categorisation
Proceedings of 3rd international workshop on Machine learning and music
Traffic scene segmentation and robust filtering for road signs recognition
ICCVG'10 Proceedings of the 2010 international conference on Computer vision and graphics: Part I
Modular neuro-fuzzy systems based on generalized parametric triangular norms
PPAM'09 Proceedings of the 8th international conference on Parallel processing and applied mathematics: Part I
Multi-Agent Decision Taking System
Fundamenta Informaticae - Concurrency Specification and Programming (CS&P)
A comparison of three voting methods for bagging with the MLEM2 algorithm
IDEAL'10 Proceedings of the 11th international conference on Intelligent data engineering and automated learning
Rank-score characteristics (RSC) function and cognitive diversity
BI'10 Proceedings of the 2010 international conference on Brain informatics
Ensemble-based methods for cancellable biometrics
ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part I
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
A linear combination of classifiers via rank margin maximization
SSPR&SPR'10 Proceedings of the 2010 joint IAPR international conference on Structural, syntactic, and statistical pattern recognition
Constructing nonlinear discriminants from multiple data views
ECML PKDD'10 Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part I
ICAISC'10 Proceedings of the 10th international conference on Artificial intelligence and soft computing: Part I
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
A comparative study on the performance of several ensemble methods with low subsampling ratio
ACIIDS'10 Proceedings of the Second international conference on Intelligent information and database systems: Part II
Comparison of bagging, boosting and stacking ensembles applied to real estate appraisal
ACIIDS'10 Proceedings of the Second international conference on Intelligent information and database systems: Part II
Incremental prediction for sequential data
ACIIDS'10 Proceedings of the Second international conference on Intelligent information and database systems: Part II
Engineering Applications of Artificial Intelligence
Proceedings of the 6th International COnference
Active learning from stream data using optimal weight classifier ensemble
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Data mining for credit card fraud: A comparative study
Decision Support Systems
Exploiting acoustic source localization for context classification in smart environments
AmI'10 Proceedings of the First international joint conference on Ambient intelligence
A texton-based approach for the classification of lung parenchyma in CT images
MICCAI'10 Proceedings of the 13th international conference on Medical image computing and computer-assisted intervention: Part III
Greedy optimization classifiers ensemble based on diversity
Pattern Recognition
Efficiency of local models ensembles for time series prediction
Expert Systems with Applications: An International Journal
Ensembles of probability estimation trees for customer churn prediction
IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part II
Rotation forest on microarray domain: PCA versus ICA
IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part II
An empirical study of multilayer perceptron ensembles for regression tasks
IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part II
CIARP'10 Proceedings of the 15th Iberoamerican congress conference on Progress in pattern recognition, image analysis, computer vision, and applications
Neural system for heartbeats recognition using genetically integrated ensemble of classifiers
Computers in Biology and Medicine
Computational Biology and Chemistry
Extended decision template presentation for combining classifiers
Expert Systems with Applications: An International Journal
Pattern Recognition Letters
Pattern Recognition Letters
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
Indoor scene classification using combined 3D and gist features
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part II
Synthesis and analysis of recognizing procedures on the basis of full decision trees
Pattern Recognition and Image Analysis
A novel training weighted ensemble (TWE) with application to face recognition
Applied Soft Computing
Application of the Method of Editing and Condensing in the Process of Global Decision-making
Fundamenta Informaticae
ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II
Recognition of heartbeats using support vector machine networks: a comparative study
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
BioID'11 Proceedings of the COST 2101 European conference on Biometrics and ID management
Pattern recognition in wireless sensor networks in presence of sensor failures
NNECFSIC'12 Proceedings of the 12th WSEAS international conference on Neural networks, fuzzy systems, evolutionary computing & automation
New dissimilarity measures for ultraviolet spectra identification
MCPR'10 Proceedings of the 2nd Mexican conference on Pattern recognition: Advances in pattern recognition
Cascading an emerging pattern based classifier
MCPR'10 Proceedings of the 2nd Mexican conference on Pattern recognition: Advances in pattern recognition
An ensemble of logical-type neuro-fuzzy systems
Expert Systems with Applications: An International Journal
An empirical evaluation of rotation-based ensemble classifiers for customer churn prediction
Expert Systems with Applications: An International Journal
A hybrid AIS-SVM ensemble approach for text classification
ICANNGA'11 Proceedings of the 10th international conference on Adaptive and natural computing algorithms - Volume Part II
Methods of integration of ensemble of neural predictors of time series - comparative analysis
ICANNGA'11 Proceedings of the 10th international conference on Adaptive and natural computing algorithms - Volume Part I
Classification ensemble by genetic algorithms
ICANNGA'11 Proceedings of the 10th international conference on Adaptive and natural computing algorithms - Volume Part I
Estimation of optimal sample size of decision forest with SVM using embedded cross-validation method
ACIIDS'11 Proceedings of the Third international conference on Intelligent information and database systems - Volume Part II
Combining classifier with a fuser implemented as a one layer perceptron
ACIIDS'11 Proceedings of the Third international conference on Intelligent information and database systems - Volume Part II
Multiple classifier method for structured output prediction based on error correcting output codes
ACIIDS'11 Proceedings of the Third international conference on Intelligent information and database systems - Volume Part II
Random projections for linear SVM ensembles
Applied Intelligence
A novel multi-view learning developed from single-view patterns
Pattern Recognition
Hierarchical annotation of medical images
Pattern Recognition
A probabilistic model of classifier competence for dynamic ensemble selection
Pattern Recognition
Computers in Biology and Medicine
An industrial case study of classifier ensembles for locating software defects
Software Quality Control
Patient Outcome Prediction with Heart Rate Variability and Vital Signs
Journal of Signal Processing Systems
Ensembles of ARTMAP-based neural networks: an experimental study
Applied Intelligence
The design of evolutionary multiple classifier system for the classification of microarray data
ISNN'11 Proceedings of the 8th international conference on Advances in neural networks - Volume Part III
Enhancing multi-label music genre classification through ensemble techniques
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
A rough set exploration of facial similarity judgements
Transactions on rough sets XIV
Visual system for drivers' eye recognition
HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part I
HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part II
A generalization of majority voting scheme for medical image detectors
HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part II
HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part II
Complexity and multithreaded implementation analysis of one class-classifiers fuzzy combiner
HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part II
Costs-sensitive classification in multistage classifier with fuzzy observations of object features
HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part II
Clustering ensemble for spam filtering
HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part II
Early pigmentary retinosis diagnostic based on classification trees
IWANN'11 Proceedings of the 11th international conference on Artificial neural networks conference on Advances in computational intelligence - Volume Part I
A classifier ensemble for face recognition using gabor wavelet features
CISIS'11 Proceedings of the 4th international conference on Computational intelligence in security for information systems
Multi-modal biometric emotion recognition using classifier ensembles
IEA/AIE'11 Proceedings of the 24th international conference on Industrial engineering and other applications of applied intelligent systems conference on Modern approaches in applied intelligence - Volume Part I
Classifier selection by clustering
MCPR'11 Proceedings of the Third Mexican conference on Pattern recognition
Ensemble of classifiers based on hard instances
MCPR'11 Proceedings of the Third Mexican conference on Pattern recognition
Combining classifiers by particle swarms with local search
ICSI'11 Proceedings of the Second international conference on Advances in swarm intelligence - Volume Part II
Affect detection from multichannel physiology during learning sessions with AutoTutor
AIED'11 Proceedings of the 15th international conference on Artificial intelligence in education
Multiple classifier system for urban area's extraction from high resolution remote sensing imagery
ICIAR'11 Proceedings of the 8th international conference on Image analysis and recognition - Volume Part II
Multimodal emotion classification in naturalistic user behavior
HCII'11 Proceedings of the 14th international conference on Human-computer interaction: towards mobile and intelligent interaction environments - Volume Part III
ICCSA'11 Proceedings of the 2011 international conference on Computational science and its applications - Volume Part I
A new adaptive framework for classifier ensemble in multiclass large data
ICCSA'11 Proceedings of the 2011 international conference on Computational science and its applications - Volume Part I
Adaptive ROC-based ensembles of HMMs applied to anomaly detection
Pattern Recognition
An ensemble of filters and classifiers for microarray data classification
Pattern Recognition
DaWaK'11 Proceedings of the 13th international conference on Data warehousing and knowledge discovery
ICDM'11 Proceedings of the 11th international conference on Advances in data mining: applications and theoretical aspects
Collective classification using heterogeneous classifiers
MLDM'11 Proceedings of the 7th international conference on Machine learning and data mining in pattern recognition
AMT'11 Proceedings of the 7th international conference on Active media technology
A heuristic classifier ensemble for huge datasets
AMT'11 Proceedings of the 7th international conference on Active media technology
Generalized agreement statistics over fixed group of experts
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part III
Relation learning: a new approach to face recognition
ACIVS'11 Proceedings of the 13th international conference on Advanced concepts for intelligent vision systems
Lampung - a new handwritten character benchmark: database, labeling and recognition
Proceedings of the 2011 Joint Workshop on Multilingual OCR and Analytics for Noisy Unstructured Text Data
Ensemble pruning via base-classifier replacement
WAIM'11 Proceedings of the 12th international conference on Web-age information management
Heart beat classification using wavelet feature based on neural network
WSEAS TRANSACTIONS on SYSTEMS
Thinned-ECOC ensemble based on sequential code shrinking
Expert Systems with Applications: An International Journal
An experimental study of one- and two-level classifier fusion for different sample sizes
Pattern Recognition Letters
A Bayesian approach for combining ensembles of GP classifiers
MCS'11 Proceedings of the 10th international conference on Multiple classifier systems
Multiple classifiers for graph of words embedding
MCS'11 Proceedings of the 10th international conference on Multiple classifier systems
GRASP forest: a new ensemble method for trees
MCS'11 Proceedings of the 10th international conference on Multiple classifier systems
Classifier selection approaches for multi-label problems
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
C3E: a framework for combining ensembles of classifiers and clusterers
MCS'11 Proceedings of the 10th international conference on Multiple classifier systems
A latent variable pairwise classification model of a clustering ensemble
MCS'11 Proceedings of the 10th international conference on Multiple classifier systems
Incremental Boolean combination of classifiers
MCS'11 Proceedings of the 10th international conference on Multiple classifier systems
Using a behaviour knowledge space approach for detecting unknown IP traffic flows
MCS'11 Proceedings of the 10th international conference on Multiple classifier systems
A new classifier ensembles framework
KES'11 Proceedings of the 15th international conference on Knowledge-based and intelligent information and engineering systems - Volume Part I
BI'11 Proceedings of the 2011 international conference on Brain informatics
Adaboost ensemble of DCOG rough-neuro-fuzzy systems
ICCCI'11 Proceedings of the Third international conference on Computational collective intelligence: technologies and applications - Volume Part I
Estimations of the error in bayes classifier with fuzzy observations
ICCCI'11 Proceedings of the Third international conference on Computational collective intelligence: technologies and applications - Volume Part I
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 multiple Kernel learning algorithm for cell nucleus classification of renal cell carcinoma
ICIAP'11 Proceedings of the 16th international conference on Image analysis and processing: Part I
An experimental comparison of different methods for combining biometric identification systems
ICIAP'11 Proceedings of the 16th international conference on Image analysis and processing - Volume Part II
Categorizing cells in phytoplankton images
GAVTASC'11 Proceedings of the 11th WSEAS international conference on Signal processing, computational geometry and artificial vision, and Proceedings of the 11th WSEAS international conference on Systems theory and scientific computation
Automatic segmentation of dermoscopic images by iterative classification
Journal of Biomedical Imaging - Special issue on Machine Learning in Medical Imaging
Random feature weights for decision tree ensemble construction
Information Fusion
A multilevel information fusion approach for visual quality inspection
Information Fusion
A new metric for greedy ensemble pruning
AICI'11 Proceedings of the Third international conference on Artificial intelligence and computational intelligence - Volume Part II
Rough-set-inspired feature subset selection, classifier construction, and rule aggregation
RSKT'11 Proceedings of the 6th international conference on Rough sets and knowledge technology
Hybrid fusion approach for detecting affects from multichannel physiology
ACII'11 Proceedings of the 4th international conference on Affective computing and intelligent interaction - Volume Part I
A review of atlas-based segmentation for magnetic resonance brain images
Computer Methods and Programs in Biomedicine
Expert Systems with Applications: An International Journal
A genetic algorithm-based rule extraction system
Applied Soft Computing
Feature Fusion Using Multiple Component Analysis
Neural Processing Letters
Empirical comparison of four classifier fusion strategies for positive-versus-negative ensembles
Proceedings of the South African Institute of Computer Scientists and Information Technologists Conference on Knowledge, Innovation and Leadership in a Diverse, Multidisciplinary Environment
Using model trees and their ensembles for imbalanced data
CAEPIA'11 Proceedings of the 14th international conference on Advances in artificial intelligence: spanish association for artificial intelligence
CAEPIA'11 Proceedings of the 14th international conference on Advances in artificial intelligence: spanish association for artificial intelligence
Heat diffusion based dissimilarity analysis for schizophrenia classification
PRIB'11 Proceedings of the 6th IAPR international conference on Pattern recognition in bioinformatics
A probability-based unified 3d shape search
SAMT'06 Proceedings of the First international conference on Semantic and Digital Media Technologies
ISBMDA'06 Proceedings of the 7th international conference on Biological and Medical Data Analysis
Multimodal biometrics: Empirical study of performance-throughput trade-off
Pattern Recognition and Image Analysis
Diversity analysis for ensembles of word sequence recognisers
SSPR'06/SPR'06 Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Comparison of classifier fusion methods for classification in pattern recognition tasks
SSPR'06/SPR'06 Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
MLMI'05 Proceedings of the Second international conference on Machine Learning for Multimodal Interaction
Individual clustering and homogeneous cluster ensemble approaches applied to gene expression data
AI'05 Proceedings of the 18th Australian Joint conference on Advances in Artificial Intelligence
Effective fingerprint classification by localized models of support vector machines
ICB'06 Proceedings of the 2006 international conference on Advances in Biometrics
Hand geometry based recognition with a MLP classifier
ICB'06 Proceedings of the 2006 international conference on Advances in Biometrics
Eigenclassifiers for combining correlated classifiers
Information Sciences: an International Journal
Computer Methods and Programs in Biomedicine
The mixture of neural networks adapted to multilayer feedforward architecture
ICIC'06 Proceedings of the 2006 international conference on Intelligent Computing - Volume Part I
Parameterized imprecise classification: elicitation and assessment
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
On a unified framework for sampling with and without replacement in decision tree ensembles
AIMSA'06 Proceedings of the 12th international conference on Artificial Intelligence: methodology, Systems, and Applications
Making Diversity Enhancement Based on Multiple Classifier System by Weight Tuning
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 game-theoretic approach to weighted majority voting for combining SVM classifiers
ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part I
Improving the expert networks of a modular multi-net system for pattern recognition
ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part I
Variable consistency bagging ensembles
Transactions on Rough Sets XI
On selecting additional predictive models in double bagging type ensemble method
ICCSA'10 Proceedings of the 2010 international conference on Computational Science and Its Applications - Volume Part IV
EvoApplicatons'10 Proceedings of the 2010 international conference on Applications of Evolutionary Computation - Volume Part I
Semi-supervised multiple classifier systems: background and research directions
MCS'05 Proceedings of the 6th international conference on Multiple Classifier Systems
On deriving the second-stage training set for trainable combiners
MCS'05 Proceedings of the 6th international conference on Multiple Classifier Systems
Combining feature subsets in feature selection
MCS'05 Proceedings of the 6th international conference on Multiple Classifier Systems
Evaluation of diversity measures for binary classifier ensembles
MCS'05 Proceedings of the 6th international conference on Multiple Classifier Systems
Between two extremes: examining decompositions of the ensemble objective function
MCS'05 Proceedings of the 6th international conference on Multiple Classifier Systems
Data partitioning evaluation measures for classifier ensembles
MCS'05 Proceedings of the 6th international conference on Multiple Classifier Systems
Dynamics of variance reduction in bagging and other techniques based on randomisation
MCS'05 Proceedings of the 6th international conference on Multiple Classifier Systems
Ensemble confidence estimates posterior probability
MCS'05 Proceedings of the 6th international conference on Multiple Classifier Systems
Network intrusion detection by combining one-class classifiers
ICIAP'05 Proceedings of the 13th international conference on Image Analysis and Processing
Score selection techniques for fingerprint multi-modal biometric authentication
ICIAP'05 Proceedings of the 13th international conference on Image Analysis and Processing
Decoding visual brain states from fMRI using an ensemble of classifiers
Pattern Recognition
Novel ensemble methods for regression via classification problems
Expert Systems with Applications: An International Journal
Ensemble learning based on multi-task class labels
PAKDD'10 Proceedings of the 14th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part II
Relationship between diversity and correlation in multi-classifier systems
PAKDD'10 Proceedings of the 14th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part II
Automatic breast tissue classification based on BIRADS categories
IWDM'10 Proceedings of the 10th international conference on Digital Mammography
SETN'10 Proceedings of the 6th Hellenic conference on Artificial Intelligence: theories, models and applications
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
HAIS'10 Proceedings of the 5th international conference on Hybrid Artificial Intelligence Systems - Volume Part I
Randomness and fuzziness in bayes multistage classifier
HAIS'10 Proceedings of the 5th international conference on Hybrid Artificial Intelligence Systems - Volume Part I
Multiple classifier system with radial basis weight function
HAIS'10 Proceedings of the 5th international conference on Hybrid Artificial Intelligence Systems - Volume Part I
Designing fusers on the basis of discriminants – evolutionary and neural methods of training
HAIS'10 Proceedings of the 5th international conference on Hybrid Artificial Intelligence Systems - Volume Part I
Expert Systems with Applications: An International Journal
User preferences based software defect detection algorithms selection using MCDM
Information Sciences: an International Journal
Bias and variance of rotation-based ensembles
IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems
Emotional vocal expressions recognition using the COST 2102 italian database of emotional speech
COST'09 Proceedings of the Second international conference on Development of Multimodal Interfaces: active Listening and Synchrony
A study of the robustness of KNN classifiers trained using soft labels
ANNPR'06 Proceedings of the Second international conference on Artificial Neural Networks in Pattern Recognition
Multiple classifier systems for embedded string patterns
ANNPR'06 Proceedings of the Second international conference on Artificial Neural Networks in Pattern Recognition
Mixture of neural networks: some experiments with the multilayer feedforward architecture
ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I
Using weighted combination-based methods in ensembles with different levels of diversity
ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I
Outlier resistant PCA ensembles
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part III
Bayesian decision tree averaging for the probabilistic interpretation of solar flare occurrences
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part III
Training regression ensembles by sequential target correction and resampling
Information Sciences: an International Journal
Combining logical-type neuro-fuzzy systems
ICAISC'06 Proceedings of the 8th international conference on Artificial Intelligence and Soft Computing
Boosting ensemble of relational neuro-fuzzy systems
ICAISC'06 Proceedings of the 8th international conference on Artificial Intelligence and Soft Computing
Interpretability of bayesian decision trees induced from trauma data
ICAISC'06 Proceedings of the 8th international conference on Artificial Intelligence and Soft Computing
Remote sensing image classification: a neuro-fuzzy MCS approach
ICVGIP'06 Proceedings of the 5th Indian conference on Computer Vision, Graphics and Image Processing
Statistical analysis of gait data to assist clinical decision making
MCBR-CDS'09 Proceedings of the First MICCAI international conference on Medical Content-Based Retrieval for Clinical Decision Support
Weighted bagging for graph based one-class classifiers
MCS'10 Proceedings of the 9th international conference on Multiple Classifier Systems
Improving multilabel classification performance by using ensemble of multi-label classifiers
MCS'10 Proceedings of the 9th international conference on Multiple Classifier Systems
Choosing parameters for random subspace ensembles for fMRI classification
MCS'10 Proceedings of the 9th international conference on Multiple Classifier Systems
An experimental study on ensembles of functional trees
MCS'10 Proceedings of the 9th international conference on Multiple Classifier Systems
Unsupervised change-detection in retinal images by a multiple-classifier approach
MCS'10 Proceedings of the 9th international conference on Multiple Classifier Systems
A double pruning algorithm for classification ensembles
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
“Good” and “bad” diversity in majority vote ensembles
MCS'10 Proceedings of the 9th international conference on Multiple Classifier Systems
Selecting structural base classifiers for graph-based multiple classifier systems
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
A multiple classifier system for classification of LIDAR remote sensing data using multi-class SVM
MCS'10 Proceedings of the 9th international conference on Multiple Classifier Systems
ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part II
Automated learning of RVM for large scale text sets: divide to conquer
IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning
Maximum likelihood topology preserving ensembles
IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning
A new emerging pattern mining algorithm and its application in supervised classification
PAKDD'10 Proceedings of the 14th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I
A scalable heuristic classifier for huge datasets: a theoretical approach
CIARP'11 Proceedings of the 16th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
Multimodal schizophrenia detection by multiclassification analysis
CIARP'11 Proceedings of the 16th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
An ensemble method for incremental classification in stationary and non-stationary environments
CIARP'11 Proceedings of the 16th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
Generalised bottom-up pruning: A model level combination of decision trees
Expert Systems with Applications: An International Journal
Exploring the behaviour of base classifiers in credit scoring ensembles
Expert Systems with Applications: An International Journal
Classification of vehicle type and make by combined features and random subspace ensemble
International Journal of Computational Vision and Robotics
Data mining in inductive databases
KDID'05 Proceedings of the 4th international conference on Knowledge Discovery in Inductive Databases
CCC: classifier combination via classifier
ICIC'11 Proceedings of the 7th international conference on Advanced Intelligent Computing
Online semi-supervised ensemble updates for fMRI data
PSL'11 Proceedings of the First IAPR TC3 conference on Partially Supervised Learning
Improving bagging performance through multi-algorithm ensembles
PAKDD'11 Proceedings of the 15th international conference on New Frontiers in Applied Data Mining
COST'10 Proceedings of the 2010 international conference on Analysis of Verbal and Nonverbal Communication and Enactment
Diagnosing Breast Masses in Digital Mammography Using Feature Selection and Ensemble Methods
Journal of Medical Systems
Large-scale machine learning at twitter
SIGMOD '12 Proceedings of the 2012 ACM SIGMOD International Conference on Management of Data
Toward improved control of prosthetic fingers using surface electromyogram (EMG) signals
Expert Systems with Applications: An International Journal
Two-level classifier ensembles for credit risk assessment
Expert Systems with Applications: An International Journal
Ensemble detection of colorectal lesions for CT colonography
MICCAI'11 Proceedings of the Third international conference on Abdominal Imaging: computational and Clinical Applications
DRFLogitBoost: a double randomized decision forest incorporated with logitboosted decision stumps
ACIIDS'12 Proceedings of the 4th Asian conference on Intelligent Information and Database Systems - Volume Part I
ReinSel: A class-based mechanism for feature selection in ensemble of classifiers
Applied Soft Computing
Neural networks ensembles approach for simulation of solar arrays degradation process
HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part I
Ensemble pruning using harmony search
HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part II
Generalized weighted majority voting with an application to algorithms having spatial output
HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part II
Drift detection and model selection algorithms: concept and experimental evaluation
HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part II
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
Combining diverse one-class classifiers
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
Energy-Based metric for ensemble selection
APWeb'12 Proceedings of the 14th Asia-Pacific international conference on Web Technologies and Applications
Class proximity measures - Dissimilarity-based classification and display of high-dimensional data
Journal of Biomedical Informatics
Clustering NGN user behavior for anomaly detection
Information Security Tech. Report
Inference in possibilistic network classifiers under uncertain observations
Annals of Mathematics and Artificial Intelligence
Fusion of biometric systems using Boolean combination: an application to iris-based authentication
International Journal of Biometrics
Multi-objective evolutionary optimization for generating ensembles of classifiers in the ROC space
Proceedings of the 14th annual conference on Genetic and evolutionary computation
QUEST hierarchy for hyperspectral face recognition
Advances in Artificial Intelligence - Special issue on Machine learning
Incorporation of a Regularization Term to Control Negative Correlation in Mixture of Experts
Neural Processing Letters
Engineering Applications of Artificial Intelligence
Expert Systems with Applications: An International Journal
Comparative analysis of feature selection methods for blood cell recognition in leukemia
MLDM'12 Proceedings of the 8th international conference on Machine Learning and Data Mining in Pattern Recognition
From throw-away traffic to bots: detecting the rise of DGA-based malware
Security'12 Proceedings of the 21st USENIX conference on Security symposium
Multi-polarized HRRP classification by SVM ensemble
IScIDE'11 Proceedings of the Second Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
Wind turbines fault diagnosis using ensemble classifiers
ICDM'12 Proceedings of the 12th Industrial conference on Advances in Data Mining: applications and theoretical aspects
A heuristically perturbation of dataset to achieve a diverse ensemble of classifiers
MCPR'12 Proceedings of the 4th Mexican conference on Pattern Recognition
A heuristic diversity production approach
ICCSA'12 Proceedings of the 12th international conference on Computational Science and Its Applications - Volume Part III
ITIB'12 Proceedings of the Third international conference on Information Technologies in Biomedicine
Ensemble methods for prediction of parkinson disease
IDEAL'12 Proceedings of the 13th international conference on Intelligent Data Engineering and Automated Learning
Cost-Sensitive splitting and selection method for medical decision support system
IDEAL'12 Proceedings of the 13th international conference on Intelligent Data Engineering and Automated Learning
Expert Systems with Applications: An International Journal
Ensemble approaches for regression: A survey
ACM Computing Surveys (CSUR)
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
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery
Expert Systems with Applications: An International Journal
Combining classifiers under probabilistic models: experimental comparative analysis of methods
Expert Systems: The Journal of Knowledge Engineering
Improving a dynamic ensemble selection method based on oracle information
International Journal of Innovative Computing and Applications
Decision fusion of horizontal and vertical trajectories for recognition of online Farsi subwords
Engineering Applications of Artificial Intelligence
Tree ensembles for predicting structured outputs
Pattern Recognition
Scale selection for supervised image segmentation
Image and Vision Computing
Semantic road segmentation via multi-scale ensembles of learned features
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume 2
A structured view on sources of uncertainty in supervised learning
SUM'12 Proceedings of the 6th international conference on Scalable Uncertainty Management
An investigation of ensemble systems applied to encrypted and cancellable biometric data
ICANN'12 Proceedings of the 22nd international conference on Artificial Neural Networks and Machine Learning - Volume Part II
Comparative study on information theoretic clustering and classical clustering algorithms
ICANN'12 Proceedings of the 22nd international conference on Artificial Neural Networks and Machine Learning - Volume Part II
Bi-objective genetic algorithm for feature selection in ensemble systems
ICANN'12 Proceedings of the 22nd international conference on Artificial Neural Networks and Machine Learning - Volume Part I
CISIM'12 Proceedings of the 11th IFIP TC 8 international conference on Computer Information Systems and Industrial Management
Pruning GP-Based classifier ensembles by bayesian networks
PPSN'12 Proceedings of the 12th international conference on Parallel Problem Solving from Nature - Volume Part I
International Journal of Intelligent Systems in Accounting and Finance Management
Linear classifier combination and selection using group sparse regularization and hinge loss
Pattern Recognition Letters
Automated petroglyph image segmentation with interactive classifier fusion
Proceedings of the Eighth Indian Conference on Computer Vision, Graphics and Image Processing
Towards IMACA: intelligent multimodal affective conversational agent
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part I
A comparative analysis of forgery detection algorithms
SSPR'12/SPR'12 Proceedings of the 2012 Joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Low training strength high capacity classifiers for accurate ensembles using walsh coefficients
SSPR'12/SPR'12 Proceedings of the 2012 Joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Investigating fusion approaches in multi-biometric cancellable recognition
Expert Systems with Applications: An International Journal
The use of artificial-intelligence-based ensembles for intrusion detection: a review
Applied Computational Intelligence and Soft Computing
A multilayered ensemble architecture for the classification of masses in digital mammograms
AI'12 Proceedings of the 25th Australasian joint conference on Advances in Artificial Intelligence
A dynamic approach for detecting naturalistic affective states from facial videos during HCI
AI'12 Proceedings of the 25th Australasian joint conference on Advances in Artificial Intelligence
ICCCI'12 Proceedings of the 4th international conference on Computational Collective Intelligence: technologies and applications - Volume Part I
Comparison of fuzzy combiner training methods
ICCCI'12 Proceedings of the 4th international conference on Computational Collective Intelligence: technologies and applications - Volume Part I
Adaptive splitting and selection algorithm for classification of breast cytology images
ICCCI'12 Proceedings of the 4th international conference on Computational Collective Intelligence: technologies and applications - Volume Part I
A review of information fusion techniques employed in iris recognition systems
International Journal of Advanced Intelligence Paradigms
Information Sciences: an International Journal
Feature representation selection based on Classifier Projection Space and Oracle analysis
Expert Systems with Applications: An International Journal
Simple decision forests for multi-relational classification
Decision Support Systems
A fuzzy evolutionary framework for combining ensembles
Applied Soft Computing
Competence region modelling in relational classification
ACIIDS'13 Proceedings of the 5th Asian conference on Intelligent Information and Database Systems - Volume Part II
International Journal of Speech Technology
Margin-based ordered aggregation for ensemble pruning
Pattern Recognition Letters
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Sentiment polarity detection in Spanish reviews combining supervised and unsupervised approaches
Expert Systems with Applications: An International Journal
Spider specie identification and verification based on pattern recognition of it cobweb
Expert Systems with Applications: An International Journal
A comparative study of classifier combination applied to NLP tasks
Information Fusion
Proceedings of the 15th annual conference on Genetic and evolutionary computation
A hierarchical clusterer ensemble method based on boosting theory
Knowledge-Based Systems
Case-Centred multidimensional scaling for classification visualisation in medical diagnosis
HIS'13 Proceedings of the second international conference on Health Information Science
A diversity production approach in ensemble of base classifiers
MICAI'12 Proceedings of the 11th Mexican international conference on Advances in Artificial Intelligence - Volume Part I
Computer Methods and Programs in Biomedicine
An ensemble of SVM classifiers based on gene pairs
Computers in Biology and Medicine
Confidence-based multiclass AdaBoost for physical activity monitoring
Proceedings of the 2013 International Symposium on Wearable Computers
Personalized mobile physical activity recognition
Proceedings of the 2013 International Symposium on Wearable Computers
Serial fusion of random subspace ensemble for subcellular phenotype images classification
International Journal of Bioinformatics Research and Applications
Long-memory time series ensembles for concept shift detection
Proceedings of the 2nd International Workshop on Big Data, Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications
On the effect of calibration in classifier combination
Applied Intelligence
Cluster ensemble selection based on relative validity indexes
Data Mining and Knowledge Discovery
Information Sciences: an International Journal
INFORMS Journal on Computing
Classifier fusion with interval-valued weights
Pattern Recognition Letters
Malware detection by pruning of parallel ensembles using harmony search
Pattern Recognition Letters
Classifier ensemble for an effective cytological image analysis
Pattern Recognition Letters
IWANN'13 Proceedings of the 12th international conference on Artificial Neural Networks: advances in computational intelligence - Volume Part I
Smoothed emphasis for boosting ensembles
IWANN'13 Proceedings of the 12th international conference on Artificial Neural Networks: advances in computational intelligence - Volume Part I
Combining classifiers in multimodal affect detection
AusDM '12 Proceedings of the Tenth Australasian Data Mining Conference - Volume 134
Classifier Ensemble Methods for Diagnosing COPD from Volatile Organic Compounds in Exhaled Air
International Journal of Knowledge Discovery in Bioinformatics
Editorial: Modifications of the construction and voting mechanisms of the Random Forests Algorithm
Data & Knowledge Engineering
Positive-versus-Negative Classification for Model Aggregation in Predictive Data Mining
INFORMS Journal on Computing
Combining classifiers using nearest decision prototypes
Applied Soft Computing
Computer Methods and Programs in Biomedicine
Identifying the Truth: Aggregation of Named Entity Extraction Results
Proceedings of International Conference on Information Integration and Web-based Applications & Services
An investigation into the application of ensemble learning for entailment classification
Information Processing and Management: an International Journal
A survey of multiple classifier systems as hybrid systems
Information Fusion
Robust image retrieval with hidden classes
Computer Vision and Image Understanding
Diversity measures for one-class classifier ensembles
Neurocomputing
Ensemble methods for advanced skier days prediction
Expert Systems with Applications: An International Journal
Breast cancer diagnosis from biopsy images with highly reliable random subspace classifier ensembles
Machine Vision and Applications
Filter-based optimization techniques for selection of feature subsets in ensemble systems
Expert Systems with Applications: An International Journal
Cost-sensitive decision tree ensembles for effective imbalanced classification
Applied Soft Computing
Learning ensemble classifiers via restricted Boltzmann machines
Pattern Recognition Letters
Using Bayesian networks for selecting classifiers in GP ensembles
Information Sciences: an International Journal
Background foreground segmentation with RGB-D Kinect data: An efficient combination of classifiers
Journal of Visual Communication and Image Representation
Journal of Visual Communication and Image Representation
Neural network language models for off-line handwriting recognition
Pattern Recognition
Shape classification by manifold learning in multiple observation spaces
Information Sciences: an International Journal
International Journal of Ad Hoc and Ubiquitous Computing
Machine learning-based classifiers ensemble for credit risk assessment
International Journal of Electronic Finance
Advanced Engineering Informatics
Combining block-based and online methods in learning ensembles from concept drifting data streams
Information Sciences: an International Journal
Artificial Intelligence Review
A multimodal content-based approach for web pages analysis
International Journal of Knowledge Engineering and Data Mining
Random subspace support vector machine ensemble for reliable face recognition
International Journal of Biometrics
A Rough Set Approach to Information Systems Decomposition
Fundamenta Informaticae - To Andrzej Skowron on His 70th Birthday
Complex Decision Systems and Conflicts Analysis Problem
Fundamenta Informaticae - To Andrzej Skowron on His 70th Birthday
An automatic method for construction of ensembles to time series prediction
International Journal of Hybrid Intelligent Systems
IIvotes ensemble for imbalanced data
Intelligent Data Analysis - Combined Learning Methods and Mining Complex Data
Feature ranking fusion for text classifier
Intelligent Data Analysis
Semi-supervised text categorization: Exploiting unlabeled data using ensemble learning algorithms
Intelligent Data Analysis
Boosted Pre-loaded Mixture of Experts for low-resolution face recognition
International Journal of Hybrid Intelligent Systems
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
Information Sciences: an International Journal
| Hi-index | 0.04 |