Improved Pairwise Coupling Classification with Correcting Classifiers

Support vector machine pairwise classifiers with error reduction for image classification

MULTIMEDIA '01 Proceedings of the 2001 ACM workshops on Multimedia: multimedia information retrieval

SVM binary classifier ensembles for image classification

Proceedings of the tenth international conference on Information and knowledge management

K-SVCR. A Multi-class Support Vector Machine

ECML '00 Proceedings of the 11th European Conference on Machine Learning

Ensembles of Learning Machines

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

Multi-Class SVM Classifier Based on Pairwise Coupling

SVM '02 Proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines

An Architecture of a Web-Based Collaborative Image Search Engine

On the Move to Meaningful Internet Systems, 2002 - DOA/CoopIS/ODBASE 2002 Confederated International Conferences DOA, CoopIS and ODBASE 2002

Round robin classification

The Journal of Machine Learning Research

On nearest-neighbor error-correcting output codes with application to all-pairs multiclass support vector machines

The Journal of Machine Learning Research

Confidence-based dynamic ensemble for image annotation and semantics discovery

MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia

N-division output coding method applied to face recognition

Pattern Recognition Letters

Using One-Class and Two-Class SVMs for Multiclass Image Annotation

IEEE Transactions on Knowledge and Data Engineering

Improving Multiclass Pattern Recognition by the Combination of Two Strategies

IEEE Transactions on Pattern Analysis and Machine Intelligence

Optimizing resources in model selection for support vector machine

Pattern Recognition

Pairwise classifier combination using belief functions

Pattern Recognition Letters

Round robin ensembles

Intelligent Data Analysis

Comparing Combination Rules of Pairwise Neural Networks Classifiers

Neural Processing Letters

On the Combination of Locally Optimal Pairwise Classifiers

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

On the combination of locally optimal pairwise classifiers

Engineering Applications of Artificial Intelligence

Model selection for the LS-SVM. Application to handwriting recognition

Pattern Recognition

Combining predictions in pairwise classification: An optimal adaptive voting strategy and its relation to weighted voting

Pattern Recognition

On the use of classification reliability for improving performance of the one-per-class decomposition method

Data & Knowledge Engineering

An improved weighted posterior probability reconstruction strategy for multi-class support vector machine

CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference

An analysis framework for near infrared spectroscopy based brain-computer interface and prospective application to robotic surgery

IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems

Automatic model selection for the optimization of SVM kernels

Pattern Recognition

Efficient voting prediction for pairwise multilabel classification

Neurocomputing

Combining SVM classifiers for multiclass problem: its application to face recognition

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

Binary classifier fusion based on the basic decomposition methods

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

An EA multi-model selection for SVM multiclass schemes

IWANN'07 Proceedings of the 9th international work conference on Artificial neural networks

An empirical study of binary classifier fusion methods for multiclass classification

Information Fusion

Empirical remarks on output coding methods for face recognition

FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition

Learning from label preferences

DS'11 Proceedings of the 14th international conference on Discovery science

A fuzzy integral method of applying support vector machine for multi-class problem

ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part II

On ECOC as binary ensemble classifiers

MLDM'05 Proceedings of the 4th international conference on Machine Learning and Data Mining in Pattern Recognition

Improved pairwise coupling support vector machines with correcting classifiers

MICAI'05 Proceedings of the 4th Mexican international conference on Advances in Artificial Intelligence

Face recognition with improved pairwise coupling support vector machines

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

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

Artificial Intelligence in Medicine

Towards improving automatic image annotation using improvised fractal SMOTE approach

Proceedings of the International Conference on Advances in Computing, Communications and Informatics

Efficient pairwise classification using local cross off strategy

Canadian AI'12 Proceedings of the 25th Canadian conference on Advances in Artificial Intelligence

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

Applied Computational Intelligence and Soft Computing

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

Computer Speech and Language