Solving multiclass learning problems via error-correcting output codes (1995)

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by Thomas G. Dietterich , Ghulum Bakiri
Venue:Journal of Artificial Intelligence Research
Citations:564 - 9 self

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2 Comparison of neural and statistical classifiers -- theory and practice РLasse Holmstr̦m, Petri Koistinen, Jorma Laaksonen, Erkki Oja - 1996
148 Error-Correcting Output Coding Corrects Bias and Variance – Eun Bae Kong, Thomas G. Dietterich - 1995
69 Extracting Comprehensible Models from Trained Neural Networks – W. Craven - 1996
1 Performance Comparison between Human Engineered Machine Learned Letter-to-Sound Rules for English: A Machine Learning Success Story – Ghulum Bakiri, Thomas G. Dietterich - 1993
7 Constructing New Attributes for Decision Tree Learning – Zijian Zheng - 1996
Neural Network Systems, Techniques and Applications in Pattern Recognition – Jouko Lampinen, Jorma Laaksonen, Erkki Oja - 1997
Why Error-Correcting Output Coding Works – Eun Bae Kong, Thomas G. Dietterich - 1994
251 A System for Induction of Oblique Decision Trees – Sreerama K. Murthy, Simon Kasif, Steven Salzberg - 1994
1 Nonlinear Image Processing Using Artificial Neural Networks – Dick de Ridder, Robert P.W. Duin, Michael Egmont-petersen, Lucas J. van Vliet, Piet W. Verbeek - 2003
Combining the Predictions of Multiple Classifiers: Learning to Initialize Neural Networks* Using Competitive – Richard Maclin, Jude W. Shavlik
38 Combining the Predictions of Multiple Classifiers: Using Competitive Learning to Initialize Neural Networks – Richard Maclin, Jude W. Shavlik - 1995
83 Improving Regression Estimation: Averaging Methods for Variance Reduction with Extensions to General Convex Measure Optimization – Michael Peter Perrone - 1993
423 Selection of relevant features and examples in machine learning – Avrim L. Blum, Pat Langley - 1997
1023 Wrappers for feature subset selection – Ron Kohavi , George H. John - 1997
30 Generative Learning Structures and Processes for Generalized Connectionist Networks – Vasant Honavar, Leonard Uhr - 1991
26 Prototype Selection for Composite Nearest Neighbor Classifiers – David B. Skalak - 1997
29 Speech Recognition using Neural Networks – Joe Tebelskis - 1995
2 Iterative Weighted Least Squares Algorithms For Neural Networks Classifiers – Takio Kurita - 1992
594 Irrelevant Features and the Subset Selection Problem – George H. John, Ron Kohavi, Karl Pfleger - 1994