Optimal combinations of pattern classifiers

Statistical Pattern Recognition: A Review

IEEE Transactions on Pattern Analysis and Machine Intelligence

Sequential combination methods for data clustering analysis

Journal of Computer Science and Technology

StrCombo: combination of string recognizers

Pattern Recognition Letters - In memory of Professor E.S. Gelsema

Genetic feature selection combined with composite fuzzy nearest neighbor classifiers for hyperspectral satellite imagery

Pattern Recognition Letters

On the relationship between majority vote accuracy and dependency in multiple classifier systems

Pattern Recognition Letters

A Morphologically Optimal Strategy for Classifier Combination: Multiple Expert Fusion as a Tomographic Process

IEEE Transactions on Pattern Analysis and Machine Intelligence

Morphologically Unbiased Classifier Combination through Graphical PDF Correlation

Proceedings of the Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition

Confidence Combination Methods in Multi-expert Systems

Proceedings of the Joint IAPR International Workshops on Advances in Pattern Recognition

Combined Classifier Optimisation via Feature Selection

Proceedings of the Joint IAPR International Workshops on Advances in Pattern Recognition

Ensembles of Learning Machines

WIRN VIETRI 2002 Proceedings of the 13th Italian Workshop on Neural Nets-Revised Papers

Feature Based Decision Fusion

ICAPR '01 Proceedings of the Second International Conference on Advances in Pattern Recognition

Combining Parametric and Nonparametric Classifiers for an Unsupervised Updating of Land-Cover Maps

MCS '00 Proceedings of the First International Workshop on Multiple Classifier Systems

Multiple Classifier Combination Methodologies for Different Output Levels

MCS '00 Proceedings of the First International Workshop on Multiple Classifier Systems

Error Rejection in Linearly Combined Multiple Classifiers

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

On the General Application of the Tomographic Classifier Fusion Methodology

MCS '02 Proceedings of the Third International Workshop on Multiple Classifier Systems

Classifier Combinations: Implementations and Theoretical Issues

MCS '00 Proceedings of the First International Workshop on Multiple Classifier Systems

Automatic Textual Document Categorization Based on Generalized Instance Sets and a Metamodel

IEEE Transactions on Pattern Analysis and Machine Intelligence

Exploiting Reliability for Dynamic Selection of Classifiers by Means of Genetic Algorithms

ICDAR '03 Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 2

A cluster ensembles framework

Design and application of hybrid intelligent systems

Clustering classifiers for knowledge discovery from physically distributed databases

Data & Knowledge Engineering

An interoperable and scalable Web-based system for classifier sharing and fusion

Expert Systems with Applications: An International Journal

Ensembling evidential k-nearest neighbor classifiers through multi-modal perturbation

Applied Soft Computing

On-line handwritten digit recognition based on trajectory and velocity modeling

Pattern Recognition Letters

The Mixture of Neural Networks as Ensemble Combiner

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

GEP-Induced Expression Trees as Weak Classifiers

ICDM '08 Proceedings of the 8th industrial conference on Advances in Data Mining: Medical Applications, E-Commerce, Marketing, and Theoretical Aspects

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

Information Fusion

Data dependency in multiple classifier systems

Pattern Recognition

A new technique for combining multiple classifiers using the dempster-shafer theory of evidence

Journal of Artificial Intelligence Research

Score normalization in multimodal biometric systems

Pattern Recognition

Fusion of biometric algorithms in the recognition problem

Pattern Recognition Letters

Evolutionary multiobjective optimization for generating an ensemble of fuzzy rule-based classifiers

GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartI

Data dependence in combining classifiers

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

The practical performance characteristics of tomographically filtered multiple classifier fusion

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

When to choose an ensemble classifier model for data mining

International Journal of Business Intelligence and Data Mining

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

Computers and Electrical Engineering

A novel MAP-MRF approach for multispectral image contextual classification using combination of suboptimal iterative algorithms

Pattern Recognition Letters

An integrated authentication framework based on multi-tier biometrics

International Journal of Biometrics

An IPSO-based integrated neural classifier for steam turbine vibration fault diagnosis

IMCAS'06 Proceedings of the 5th WSEAS international conference on Instrumentation, measurement, circuits and systems

Incremental learning with multi-level adaptation

Neurocomputing

Boosting binding sites prediction using gene's positions

WABI'11 Proceedings of the 11th international conference on Algorithms in bioinformatics

Filter selection and identification similarity using clustering under varying illumination

CAIP'05 Proceedings of the 11th international conference on Computer Analysis of Images and Patterns

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

Information Fusion

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

An efficient classifier fusion for face recognition including varying illumination

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

A principled approach to score level fusion in multimodal biometric systems

AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication

Boosting-based ensemble learning with penalty profiles for automatic Thai unknown word recognition

Computers & Mathematics with Applications

Face recognition using correlation between illuminant context

ICAISC'06 Proceedings of the 8th international conference on Artificial Intelligence and Soft Computing

Object categorization in clutter using additive features and hashing of part-graph descriptors

SC'12 Proceedings of the 2012 international conference on Spatial Cognition VIII

Error-correcting output codes based ensemble feature extraction

Pattern Recognition

Ensembles of strong learners for multi-cue classification

Pattern Recognition Letters

Visual words dictionaries and fusion techniques for searching people through textual and visual attributes

Pattern Recognition Letters

Reliable fault diagnosis method using ensemble fuzzy ARTMAP based on improved Bayesian belief method

Neurocomputing