Related Books
Theory and Novel Applications of Machine Learning
Edited by Meng Joo Er and Yi Zhou
ISBN 978-953-7619-55-4 Publisher IN-TECH pp. 376 Publishing date January 2009
Downloads 2572
Table of Contents
1 A Drawing-Aid System using Supervised Learning
Kei Eguchi
Downloads 114
2 Supervised Learning with Hybrid Global Optimisation Methods. Case Study: Automated Recognition and Classification of Cork Tiles
Antoniya Georgieva and Ivan Jordanov
Downloads 88
3 Supervised Rule Learning and Reinforcement Learning in A Multi-Agent System for the Fish Banks Game
Bartłomiej Śnieżyński
Downloads 142
4 Clustering, Classification and Explanatory Rules from Harmonic Monitoring Data
Ali Asheibi, David Stirling, Danny Sutanto and Duane Robinson
Downloads 132
5 Discriminative Cluster Analysis
Fernando De la Torre and Takeo Kanade
Downloads 111
6 Influence Value Q-Learning: A Reinforcement Learning Algorithm for Multi Agent Systems
Dennis Barrios-Aranibar and Luiz M. G. Gonçalves
Downloads 126
7 Reinforcement Learning in Generating Fuzzy Systems
Yi Zhou and Meng Joo Er
Downloads 149
8 Incremental-Topological-Preserving-Map-Based Fuzzy Q-Learning (ITPM-FQL)
Meng Joo Er, Linn San and Yi Zhou
Downloads 90
9 A Q-learning with Selective Generalization Capability and its Application to Layout Planning of Chemical Plants
Yoichi Hirashima
Downloads 86
10 A FAST-Based Q-Learning Algorithm
Kao-Shing Hwang, Yuan-Pao Hsu and Hsin-Yi Lin
Downloads 140
11 Constrained Reinforcement Learning from Intrinsic and Extrinsic Rewards
Eiji Uchibe and Kenji Doya
Downloads 171
12 TempUnit: A Bio-Inspired Spiking Neural Network
Olivier F. L. Manette
Downloads 99
13 Proposal and Evaluation of the Improved Penalty Avoiding Rational Policy Making Algorithm
Kazuteru Miyazaki, Takuji Namatame and Hiroaki Kobayashi
Downloads 78
14 A Generic Framework for Soft Subspace Pattern Recognition
Dat Tran, Wanli Ma, Dharmendra Sharma, Len Bui and Trung Le
Downloads 99
15 Data Mining Applications in Higher Education and Academic Intelligence Management
Vasile Paul Bresfelean
Downloads 182
16 Solving POMDPs with Automatic Discovery of Subgoals
Le Tien Dung, Takashi Komeda and Motoki Takagi
Downloads 93
17 Anomaly-based Fault Detection with Interaction Analysis Using State Interface
Byoung Uk Kim
Downloads 267
18 Machine Learning Approaches for Music Information Retrieval
Tao Li, Mitsunori Ogihara, Bo Shao and DingdingWang
Downloads 135
19 LS-Draughts: Using Databases to Treat Endgame Loops in a Hybrid Evolutionary Learning System
Henrique Castro Neto, Rita Maria Silva Julia and Gutierrez Soares Caixeta
Downloads 104
20 Blur Identification for Content Aware Processing in Images
Jérôme Da Rugna and Hubert Konik
Downloads 91
21 An Adaptive Markov Game Model for Cyber Threat Intent Inference
Dan Shen, Genshe Chen, Jose B. Cruz, Jr., Erik Blasch, and Khanh Pham
Downloads 142
22 Life-long Learning Through Task Rehearsal and Selective Knowledge Transfer
Daniel L. Silver and Robert E. Mercer
Downloads 107
23 Machine Learning for Video Repeat Mining
Xianfeng Yang and Qi Tian
Downloads 102