Soft combination of neural classifiers: a comparative study

Fusing Neural Networks Through Space Partitioning and Fuzzy Integration

Neural Processing Letters

Selecting Neural Networks for Making a Committee Decision

ICANN '02 Proceedings of the International Conference on Artificial Neural Networks

A Multi-SVM Classification System

MCS '01 Proceedings of the Second International Workshop on Multiple Classifier Systems

Selecting salient features for classification based on neural network committees

Pattern Recognition Letters

A Theoretical and Experimental Analysis of Linear Combiners for Multiple Classifier Systems

IEEE Transactions on Pattern Analysis and Machine Intelligence

Intelligent vocal cord image analysis for categorizing laryngeal diseases

IEA/AIE'2005 Proceedings of the 18th international conference on Innovations in Applied Artificial Intelligence

Effective classification of noisy data streams with attribute-oriented dynamic classifier selection

Knowledge and Information Systems

Multiple feature sets based categorization of laryngeal images

Computer Methods and Programs in Biomedicine

A SOM-based data mining strategy for adaptive modelling of an offset lithographic printing process

Engineering Applications of Artificial Intelligence

K-Means+ID3: A Novel Method for Supervised Anomaly Detection by Cascading K-Means Clustering and ID3 Decision Tree Learning Methods

IEEE Transactions on Knowledge and Data Engineering

Classifier Ensembles with a Random Linear Oracle

IEEE Transactions on Knowledge and Data Engineering

Neural network combination by fuzzy integral for robust change detection in remotely sensed imagery

EURASIP Journal on Applied Signal Processing

Calligraphic Interfaces: Classifier combination for sketch-based 3D part retrieval

Computers and Graphics

Automated speech analysis applied to laryngeal disease categorization

Computer Methods and Programs in Biomedicine

Evolving Committees of Support Vector Machines

MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition

Integrated Model for Informal Inference Based on Neural Networks

Neural Information Processing

Decision Fusion on Boosting Ensembles

ANNPR '08 Proceedings of the 3rd IAPR workshop on Artificial Neural Networks in Pattern Recognition

The Mixture of Neural Networks as Ensemble Combiner

ANNPR '08 Proceedings of the 3rd IAPR workshop on Artificial Neural Networks in Pattern Recognition

New Results on Combination Methods for Boosting Ensembles

ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part I

Multi-resolution screening of paper formation variations on production line

Expert Systems with Applications: An International Journal

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

A feature selection technique for generation of classification committees and its application to categorization of laryngeal images

Pattern Recognition

Data dependency in multiple classifier systems

Pattern Recognition

Study of Facial Features Combination Using a Novel Adaptive Fuzzy Integral Fusion Model

IEICE - Transactions on Information and Systems

A hybrid approach for image recognition combining type-2 fuzzy logic, modular neural networks and the Sugeno integral

Information Sciences: an International Journal

Ensemble Methods for Multilayer Feedforward: An Experimental Study

IWANN '03 Proceedings of the 7th International Work-Conference on Artificial and Natural Neural Networks: Part II: Artificial Neural Nets Problem Solving Methods

Interval type-2 fuzzy logic and modular neural networks for face recognition applications

Applied Soft Computing

The classification of cancer based on DNA microarray data that uses diverse ensemble genetic programming

Artificial Intelligence in Medicine

Towards a computer-aided diagnosis system for vocal cord diseases

Artificial Intelligence in Medicine

Context extraction for local fusion using fuzzy clustering and feature discrimination

FUZZ-IEEE'09 Proceedings of the 18th international conference on Fuzzy Systems

Classifier combination based on confidence transformation

Pattern Recognition

Data dependence in combining classifiers

MCS'03 Proceedings of the 4th international conference on Multiple classifier systems

Selecting salient features for classification committees

ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing

Combining image, voice, and the patient's questionnaire data to categorize laryngeal disorders

Artificial Intelligence in Medicine

Using fuzzy, neural and fuzzy-neural combination methods in ensembles with different levels of diversity

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

Categorizing laryngeal images for decision support

ACIVS'07 Proceedings of the 9th international conference on Advanced concepts for intelligent vision systems

Selecting features from multiple feature sets for SVM committee-based screening of human larynx

Expert Systems with Applications: An International Journal

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

The Journal of Supercomputing

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

A dynamic classifier ensemble selection approach for noise data

Information Sciences: an International Journal

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

Computers and Electrical Engineering

The mass appraisal of the real estate by computational intelligence

Applied Soft Computing

Mining data with random forests: A survey and results of new tests

Pattern Recognition

Adaptive local fusion with neural networks

ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: 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

Fast meta-models for local fusion of multiple predictive models

Applied Soft Computing

Learning active fusion of multiple experts' decisions: An attention-based approach

Neural Computation

Combination methods for ensembles of RBF networks

NN'05 Proceedings of the 6th WSEAS international conference on Neural networks

Combination methods for ensembles of multilayer feedforward

NN'05 Proceedings of the 6th WSEAS international conference on Neural networks

Ensembles of multilayer feedforward: a new comparison

NN'05 Proceedings of the 6th WSEAS international conference on Neural networks

Combination methods for ensembles of RBFs

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

Combination methods for ensembles of MF

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

New results on ensembles of multilayer feedforward

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

A probability-based unified 3d shape search

SAMT'06 Proceedings of the First international conference on Semantic and Digital Media Technologies

A multisensor fusion system for the detection of plant viruses by combining artificial neural networks

ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part II

A SOM based model combination strategy

ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part I

Automated image analysis- and soft computing-based detection of the invasive dinoflagellate Prorocentrum minimum (Pavillard) Schiller

Expert Systems with Applications: An International Journal

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

Information Fusion

Improving the combination module with a neural network

ICIC'06 Proceedings of the 2006 international conference on Intelligent Computing - Volume Part I

Improving adaptive boosting with k-cross-fold validation

ICIC'06 Proceedings of the 2006 international conference on Intelligent Computing - Volume Part I

Some characteristics of fuzzy integrals as a multiple classifiers fusion method

ICMLC'05 Proceedings of the 4th international conference on Advances in Machine Learning and Cybernetics

Selecting variables for neural network committees

ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I

Dynamic and static weighting in classifier fusion

IbPRIA'05 Proceedings of the Second Iberian conference on Pattern Recognition and Image Analysis - Volume Part II

Ensembles of multilayer feedforward: some new results

IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems

Combining MF networks: a comparison among statistical methods and stacked generalization

ANNPR'06 Proceedings of the Second international conference on Artificial Neural Networks in Pattern Recognition

Adaptive boosting: dividing the learning set to increase the diversity and performance of the ensemble

ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I

Introducing reordering algorithms to classic well-known ensembles to improve their performance

ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part II

Improving boosting methods by generating specific training and validation sets

ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part II

Ensemble approaches for regression: A survey

ACM Computing Surveys (CSUR)

Artificial immune recognition system based classifier ensemble on the different feature subsets for detecting the cardiac disorders from SPECT images

DEXA'07 Proceedings of the 18th international conference on Database and Expert Systems Applications

The use of artificial-intelligence-based ensembles for intrusion detection: a review

Applied Computational Intelligence and Soft Computing

Dynamic classifier selection for One-vs-One strategy: Avoiding non-competent classifiers

Pattern Recognition

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

Computer Speech and Language