When Networks Disagree: Ensemble Methods for Hybrid Neural Networks (1993)

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by Michael P. Perrone , Leaon N. Cooper
Citations:290 - 2 self

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81 Improving Regression Estimation: Averaging Methods for Variance Reduction with Extensions to General Convex Measure Optimization – Michael Peter Perrone - 1993
38 Combining the Predictions of Multiple Classifiers: Using Competitive Learning to Initialize Neural Networks – Richard Maclin, Jude W. Shavlik - 1995
9 Linear and order statistics combiners for reliable pattern classification – Kagan Tumer - 1996
Combining the Predictions of Multiple Classifiers: Learning to Initialize Neural Networks* Using Competitive – Richard Maclin, Jude W. Shavlik
65 Linear and Order Statistics Combiners for Pattern Classification – Kagan Tumer, Joydeep Ghosh - 1999
9 A Genetic Algorithm Approach for Creating Neural-Network Ensembles – David W. Opitz, Jude W. Shavlik - 1999
186 Popular ensemble methods: an empirical study – David Opitz, Richard Maclin - 1999
19 An Anytime Approach To Connectionist Theory Refinement: Refining The Topologies Of Knowledge-Based Neural Networks – David William Opitz - 1995
155 Error Correlation And Error Reduction In Ensemble Classifiers – Kagan Tumer, Joydeep Ghosh - 1996
1 Divide and Conquer: Pattern Recognition using Mixtures of Experts – Steve Waterhouse, Steve Waterhouse - 1997
7 Prior Information and Generalized Questions – Jörg C. Lemm - 1996
41 Speciation as Automatic Categorical Modularization – Paul J. Darwen, Xin Yao - 1997
11 Classifier Ensembles: Select Real-World Applications – Nikunj C. Oza, Kagan Tumer - 2008
58 Actively Searching for an Effective Neural-Network Ensemble – David W. Opitz, Jude W. Shavlik - 1996
15 Linearly combining density estimators via stacking – Padhraic Smyth, David Wolpert - 1999
Committees Of Learning Agents – Lars Asker, Mats Danielson, Love Ekenberg - 1993
28 Voting over Multiple Condensed Nearest Neighbors – Ethem Alpaydin - 1997
19 Ensembles as a sequence of classifiers – Lars Asker - 1997
14 Techniques for Combining Multiple Learners – Ethem Alpaydin - 1998