Front matter (pp. ii–vi)

Table of Contents (pp. viii–x)

Invited Paper

1.

Martin Hagan, Orlando De Jesús

A General Framework for Dynamic Networks (pp. 3–14; abstract)

Neural Networks and Associative Memories

2.

Enrique Carlos Segura

Infinite Dimensional Associative Memories: Foundations (with Theorems) (pp. 15–28; abstract)

3.

Marcel Jirina, Marcel Jirina Jr

Genetically Modified GMDH Method with Cloning (pp. 29–38; abstract)

4.

Eduardo Gomez-Ramírez, Giovanni Egidio Pazienzia, Xavier Vilasís Cardona

Polynomial Cellular Neural Networks for Implementing Semitotalistic Cellular Automata (pp. 39–48; abstract)

5.

L.Torres-Treviño

Chaos in a Single Recurrent Artificial Neuron (pp. 49–58; abstract)

Image Processing Applications

6.

Humberto Sossa, Roberto A.Vázquez

Image Retrieval Under the Image Transformations and Occlusions (pp. 59–68; abstract)

7.

G. Sanchez, J.H. Sossa, L.K. Toscano, R. Barron

Cursive Character Recognition by Combining Describing Features, Slalom Method and Daubechies Wavelet (pp. 69–80; abstract)

8.

Hamed Shahbazi, Mahmood Fathy, Mohsen Soryani, Nasser Mozayani

Cluster Tree Self Organizing Map for Developing Image Retrieval System (pp. 81–92; abstract)

Feature Extraction and Dimensionality Reduction

9.

Roberto A. Vázquez, Salvador Godoy-Calderón

Using Testor Theory to Reduce the Dimension of Neural Network Models (pp. 93–104; abstract)

10.

Gabriel Sanchez-Perez, Hector Perez-Meana, Jesus Olivares-Mercado, Mariko Nakano-Miyatake

Feature Extraction Using Gabor and DWT for GMM based Face Verification Algorithms (pp. 105–114; abstract)

11.

Enrique Sucar, Manuel Mejía-Lavalle

Perceptron for Feature Selection (pp. 115–126; abstract)

12.

Debrup Chakraborty, Eduardo Filemón Vázquez Santacruz

A Modified Bottleneck Neural Network for Dimensionality Reduction (pp. 127–138; abstract)

Real Word Applications

13.

Juan Pablo Nieto González, Luis E. Garza Castañon, Rubén Morales Menendez

Multiple Fault Diagnosis in Electrical Power Systems with Dynamic Load Changes Using Probabilistic Neural Networks (pp. 139–150; abstract)

14.

Man-Sun Kim

Improving Under Sampling with Neural Networks for Class Imbalance Problem (pp. 151–160; abstract)

15.

Darnes Vilariño Ayala, Eber Jair Flores Andonegui, Fabiola López y López

Closing Price Prediction for Auctions of Hotel Rooms on the TAC Classic (pp. 161–172; abstract)

16.

Daniel Zaldivar, Erik Cuevas, Marco Perez, Raul Rojas

Reinforcement Learning Based Neurocontrollers (pp. 173–182; abstract)

17.

Carlos R. Mariaca-Gaspar, Ieroham S. Baruch, Irving P. de la Cruz

Direct Adaptative Vector Neural Control of a Three Phase Induction Motor (pp. 183–192; abstract)

18.

Geovanna Ruffo, Luis E. Garza

Fault Diagnosis in Power Transmission Networks Using Bayesian Networks (pp. 193–202; abstract)

19.

Carlos R. Mariaca-Gaspar, Ieroham S. Baruch

An Indirect Adaptative Neural Control of a Wastewater Treatment Bioprocess Via Marquardt Learning (pp. 203–214; abstract)

20.

Andrzej Perec

The Simulation Model of Highpressure, Suspension Waterjet Cutting Process of Marble (pp. 215–224; abstract)

21.

D. Rodríguez, P. Britos, P. Felgaer, R. Garcia-Martinez

Induction Learning Techniques Applied to Bayesian Networks Optimization (pp. 225–234; abstract)

Back matter (p. 239)