Neural Network Ensembles, Cross Validation, and Active Learning (1995)

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by Anders Krogh , Jesper Vedelsby
Venue:Advances in Neural Information Processing Systems
Citations:384 - 6 self

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LETTER Communicated by Robert Jacobs Boosted Mixture of Experts: An Ensemble Learning Scheme – Ran Avnimelech, Nathan Intrator
28 A Principal Components Approach to Combining Regression Estimates – Christopher J. Merz, MICHAEL J. PAZZANI, Sal Stolfo - 1998
8 Classifying Seismic Signals by Integrating Ensembles of Neural Networks – Yair Shimshoni, Nathan Intrator - 1996
4 On-Site Learning – Ofer Matan - 1995
19 Classification of seismic signals by integrating ensembles of neural networks – Yair Shimshoni, Nathan Intrator - 1996
65 Linear and Order Statistics Combiners for Pattern Classification – Kagan Tumer, Joydeep Ghosh - 1999
83 Improving Regression Estimation: Averaging Methods for Variance Reduction with Extensions to General Convex Measure Optimization – Michael Peter Perrone - 1993
16 Robust Combining of Disparate Classifiers through Order Statistics – Kagan Tumer, Joydeep Ghosh - 2001
35 Combinations of Weak Classifiers – Chuanyi Ji, et al. - 1997
8 Combining Stacking With Bagging To Improve A Learning Algorithm – David H. Wolpert, William G. Macready - 1996
1 Accurate Modelling with Minimised Data Collection - An Active Learning Algorithm – Tirthankar RayChaudhuri, Leonard G. C. Hamey - 1996
1 From Conventional Control to Intelligent Neurocontrol Methods - A Survey of the Literature. – Tirthankar RayChaudhuri, Leonard G. C. Hamey - 1995
7 An Algorithm for Active Data Collection for Learning - Feasibility Study with Neural Networks. – Tirthankarr RayChaudhuri, Leonard G. C. Hamey - 1995
3 Minimisation of Data Collection by Active Learning – Tirthankar RayChaudhuri, Leonard G. C. Hamey - 1995
Optimized Combination, Regularization, and Pruning in Parallel Consensual Neural Networks – J. A. Benediktsson, J. Larsen, J.R. Sveinsson, L.K. Hansen - 1998
Combining Neural Network Regression Estimates with Regularized Linear Weights – Christopher Merz And, Christopher J. Merz, Michael J. Pazzani - 1997
Limits To Performance Gains In Combined Neural Classifiers – Kagan Tumer And, Kagan Tumer, Joydeep Ghosh
Combining Neural Network Regression – Estimates Using Principal, Christopher J. Merzand, Michael J. Pazzani
Rank-Based Multiple Classifier Decision Combination: A Theoretical Study – Afsar Saranli, Mubeccel Demirekler - 1999