Special Issue of Connection Science

[Amanda Sharkey]

SPECIAL ISSUE of Connection Science, Volume 8, Numbers 3 & 4, December 1996.

COMBINING ARTIFICIAL NEURAL NETS: ENSEMBLE APPROACHES. 
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Amanda J.C. Sharkey. On Combining Artificial Neural Nets. 299

Sherif Hashem. Effects of Collinearity on Combining Neural Networks. 315

David W. Opitz & Jude W. Shavlik. Actively Searching for an Effective
Neural Network Ensemble. 337

Yuval Raviv & Nathan Intrator. Bootstrapping with Noise: An Effective
Regularization Technique. 355

Bruce E. Rosen.  Ensemble Learning Using Decorrelated Neural Networks. 373

Kagan Tumer & Joydeep Ghosh.  Error Correlation and Error Reduction in
Ensemble Classifiers. 385

Bambang Parmanto, Paul W. Munro & Howard R. Doyle.  Reducing Variance of
Committee Prediction with Resampling Techniques. 405

Peter A. Zhilkin & Ray L. Somorjai.  Application of Several methods of
Classification Fusion to Magnetic Resonance Spectra. 427



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