Keyword

error-correcting output codes

Description: Error-correcting output codes are binary codeword representations of classes used to decompose multiclass prediction into binary classification problems.

Primary topic: Machine Learning and Data Classification (21%)

OpenAlex ID: keywords/error-correcting-output-codes

Ensemble based systems in decision making

2006 · R. Polikar · IEEE Circuits and Systems Magazine · 2,943

Solving Multiclass Learning Problems via Error-Correcting Output Codes

1995 · T. G. Dietterich, G. Bakiri · Journal of Artificial Intelligence Research · 2,702

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Multiclass Support Vector Machines for EEG-Signals Classification

2007 · I. Guler, E.D. Ubeyli · IEEE Transactions on Information Technology in Biomedicine · 404

Adaptive boosting for SAR automatic target recognition

2007 · Yijun Sun, Zhipeng Liu, et al. · IEEE Transactions on Aerospace and Electronic Systems · 343

Multi-Label Prediction via Compressed Sensing

2009 · Hsu, Daniel, Kakade, Sham M., et al. · arXiv (Cornell University) · 327

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On the Decoding Process in Ternary Error-Correcting Output Codes

2008 · S. Escalera, O. Pujol, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 277

Using output codes to boost multiclass learning problems

1997 · Robert E. Schapire · 264

Multi-Label Prediction via Compressed Sensing

2009 · John Langford, Tong Zhang, et al. · neural information processing systems · 259

Discriminant ECOC: a heuristic method for application dependent design of error correcting output codes

2006 · O. Pujol, P. Radeva, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 258

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Error-Correcting Output Codes: A General Method for Improving Multiclass Inductive Learning Programs

2018 · Thomas G. Dietterich · CRC Press eBooks · 207

Using two-class classifiers for multiclass classification

2003 · D.M.J. Tax, R.P.W. Duin · 199

An empirical comparison on state-of-the-art multi-class imbalance learning algorithms and a new diversified ensemble learning scheme

2018 · Jingjun Bi, Chongsheng Zhang · Knowledge-Based Systems · 198

Traffic Sign Recognition Using Evolutionary Adaboost Detection and Forest-ECOC Classification

2009 · X. Baro, S. Escalera, et al. · IEEE Transactions on Intelligent Transportation Systems · 198

Multiclass From Binary: Expanding One-Versus-All, One-Versus-One and ECOC-Based Approaches

2013 · Anderson Rocha, Siome Klein Goldenstein · IEEE Transactions on Neural Networks and Learning Systems · 197

Towards multilevel mental stress assessment using SVM with ECOC: an EEG approach

2017 · Fares Al-shargie, Tong Boon Tang, et al. · Medical & Biological Engineering & Computing · 192

Disambiguation-Free Partial Label Learning

2017 · Min-Ling Zhang, Fei Yu, et al. · IEEE Transactions on Knowledge and Data Engineering · 179

Sensor Multifault Diagnosis With Improved Support Vector Machines

2015 · Fang Deng, Su Guo, et al. · IEEE Transactions on Automation Science and Engineering · 175

ECG beats classification using multiclass support vector machines with error correcting output codes

2006 · Elif Derya Übeyli · Digital Signal Processing · 175

Zero-Shot Action Recognition with Error-Correcting Output Codes

2017 · Jie Qin, Li Liu, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 155

Generalized Bradley-Terry Models and Multi-Class Probability Estimates

2006 · Tzu-Kuo Huang, Ruby C. Weng, et al. · 150

New Results on Error Correcting Output Codes of Kernel Machines

2004 · A. Passerini, M. Pontil, et al. · IEEE Transactions on Neural Networks · 149

An artificial intelligence system using machine-learning for automatic detection and classification of dental restorations in panoramic radiography

2020 · Ragda Abdalla-Aslan, Talia Yeshua, et al. · Oral Surgery Oral Medicine Oral Pathology and Oral Radiology · 146

Multi-Class Skin Diseases Classification Using Deep Convolutional Neural Network and Support Vector Machine

2018 · Nazia Hameed, Antesar M. Shabut, et al. · International Conference on Software, Knowledge, Information Management & Applications (SKIMA) · 135

Coding and decoding strategies for multi-class learning problems

2003 · Terry Windeatt, Reza Ghaderi · Information Fusion · 132

Analysis of EEG signals by combining eigenvector methods and multiclass support vector machines

2007 · Elif Derya Übeyli · Computers in Biology and Medicine · 128

Works count: 825

Citation count: 17,730