Machine Learning

Edited by Abdelhamid Mellouk and Abdennacer Chebira
ISBN 978-953-7619-56-1 Publisher IN-TECH pp. 450 Publishing date January 2009
Downloads 3338

Table of Contents

1 Neural Machine Learning Approaches: Q-Learning and Complexity Estimation Based Information Processing System
Abdennasser Chebira, Abdelhamid Mellouk, Kurosh Madani and Said Hoceini
Downloads 83

2 From Automation To Autonomy
Kentarou Kurashige, Yukiko Onoue and Toshio Fukuda
Downloads 61

3 Taking Experience to a Whole New Level
Luis Ignacio Lopera
Downloads 87

4 Hamiltonian Neural Networks Based Networks for Learning
Wieslaw Sienko and Wieslaw Citko
Downloads 30

5 Similarity Discriminant Analysis
Luca Cazzanti
Downloads 38

6 Forced Information for Information-Theoretic Competitive Learning
Ryotaro Kamimura
Downloads 27

7 Learning to Build a Semantic Thesaurus from Free Text Corpora without External Help
Katia Lida Kermanidis
Downloads 41

8 Machine Learning Methods for Spoken Dialogue Simulation and Optimization
Olivier Pietquin
Downloads 29

9 Hardening Email Security via Bayesian Additive Regression Trees
Saeed Abu-Nimeh, Dario Nappa, Xinlei Wang and Suku Nair
Downloads 20

10 Learning Optimal Web Service Selections in Dynamic Environments when Many Quality-of-Service Criteria Matter
Stéphane Dehousse, Stéphane Faulkner, Caroline Herssens, Ivan J. Jureta and Marcos Saerens
Downloads 16

11 Model Selection for Ranking SVM Using Regularization Path
Karina Zapien, Gilles Gasso, Thomas Gärtner and Stéphane Canu
Downloads 26

12 Generation of Facial Expression Map using Supervised and Unsupervised Learning
Masaki Ishii, Kazuhito Sato, Hirokazu Madokoro and Makoto Nishida
Downloads 84

13 Linear Subspace Learning for Facial Expression Analysis
Caifeng Shan
Downloads 51

14 Resampling Methods for Unsupervised Learning from Sample Data
Ulrich Möller
Downloads 47

15 3D Shape Classification and Retrieval Using Heterogenous Features and Supervised Learning
Hamid Laga
Downloads 53

16 Performance Analysis of Hybrid Non-Supervised & Supervised Learning Techniques Applied to the Classification of Faults in Energy Transport Systems
Jhon Albeiro Calderón, Germán Zapata Madrigal and Demetrio A. Ovalle Carranza
Downloads 35

17 Genetic Network Programming with Reinforcement Learning and Its Application to Creating Stock Trading Rules
Yan Chen, Shingo Mabu and Kotaro Hirasawa
Downloads 34

18 Heuristic Dynamic Programming Nonlinear Optimal Controller
Asma Al-tamimi, Murad Abu-Khalaf and Frank Lewis
Downloads 28

19 Implicit Estimation of Another???s Intention Based on Modular Reinforcement Learning
Tadahiro Taniguchi, Kenji Ogawa and Tetsuo Sawaragi
Downloads 101

20 Machine Learning for Sequential Behavior Modeling and Prediction
Xin Xu
Downloads 65