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Home > Artificial Neural Networks - ICANN 2008: 18th International Conference, Prague, Czech Republic, September 3-6, 2008, Proceedings Part I > Adding Diversity in Ensembles of Neural Networks by Reordering the Training Set
Artificial Neural Networks - ICANN 2008: 18th International Conference, Prague, Czech Republic, September 3-6, 2008, Proceedings Part I |
Vera Kurkova-Pohlova; Jan Koutnik; Roman Neruda
Springer Berlin Heidelberg
Artificial Neural Networks - ICANN 2008: 18th International Conference, Prague, Czech Republic, September 3-6, 2008, Proceedings Part I
Adding Diversity in Ensembles of Neural Networks by Reordering the Training Set
Authors

Joaquín Torres-Sospedra; Carlos Hernández-Espinosa; Mercedes Fernández-Redondo

ARI Id

1664725278476_2945138

Access

Not Available Free

Pages

275-284

DOI

10.1007/978-3-540-87536-9_29

Chapter URL

https://rd.springer.com/chapter/10.1007/978-3-540-87536-9_29

Table of Contents of Book
Showing 1 to 20 of 105 entries
Chapters/HeadingsAuthor(s)PagesInfo
Front Matter
Dimension Reduction for Mixtures of Exponential Families
Shotaro Akaho
1-10
Several Enhancements to Hermite-Based Approximation of One-Variable Functions
Bartlomiej Beliczynski; Bernardete Ribeiro
11-20
Multi-category Bayesian Decision by Neural Networks
Yoshifusa Ito; Cidambi Srinivasan; Hiroyuki Izumi
21-30
Estimates of Network Complexity and Integral Representations
Paul C. Kainen; Věra Kůrková
31-40
Reliability of Cross-Validation for SVMs in High-Dimensional, Low Sample Size Scenarios
Sascha Klement; Amir Madany Mamlouk; Thomas Martinetz
41-50
Generalization of Concave and Convex Decomposition in Kikuchi Free Energy
Yu Nishiyama; Sumio Watanabe
51-60
Analysis of Chaotic Dynamics Using Measures of the Complex Network Theory
Yutaka Shimada; Takayuki Kimura; Tohru Ikeguchi
61-70
Global Dynamics of Finite Cellular Automata
Martin Schüle; Thomas Ott; Ruedi Stoop
71-78
Semi-supervised Learning of Tree-Structured RBF Networks Using Co-training
Mohamed F. Abdel Hady; Friedhelm Schwenker; Günther Palm
79-88
A New Type of ART2 Architecture and Application to Color Image Segmentation
Jiaoyan Ai; Brian Funt; Lilong Shi
89-98
BICA: A Boolean Indepenedent Component Analysis Approach
Bruno Apolloni; Simone Bassis; Andrea Brega
99-108
Improving the Learning Speed in 2-Layered LSTM Network by Estimating the Configuration of Hidden Units and Optimizing Weights Initialization
Débora C. Corrêa; Alexandre L. M. Levada; José H. Saito
109-118
Manifold Construction Using the Multilayer Perceptron
Wei-Chen Cheng; Cheng-Yuan Liou
119-127
Improving Performance of a Binary Classifier by Training Set Selection
Cezary Dendek; Jacek Mańdziuk
128-135
An Overcomplete ICA Algorithm by InfoMax and InfoMin
Yoshitatsu Matsuda; Kazunori Yamaguchi
136-144
OP-ELM: Theory, Experiments and a Toolbox
Yoan Miche; Antti Sorjamaa; Amaury Lendasse
145-154
Robust Nonparametric Probability Density Estimation by Soft Clustering
Ezequiel López-Rubio; Juan Miguel Ortiz-de-Lazcano-Lobato; Domingo López-Rodríguez; María del Carmen Vargas-Gonzalez
155-164
Natural Conjugate Gradient on Complex Flag Manifolds for Complex Independent Subspace Analysis
Yasunori Nishimori; Shotaro Akaho; Mark D. Plumbley
165-174
Quadratically Constrained Quadratic Programming for Subspace Selection in Kernel Regression Estimation
Marco Signoretto; Kristiaan Pelckmans; Johan A. K. Suykens
175-184
Chapters/HeadingsAuthor(s)PagesInfo
Showing 1 to 20 of 105 entries
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