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Tools in Artificial Intelligence
Tools in Artificial Intelligence
ISBN 978-953-7619-03-9
Hard cover, 488 pages
Edited by: Paula Fritzsche
Publisher: InTech Education and Publishing
Publication date: August 2008

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About the Book

This book offers in 27 chapters a collection of all the technical aspects of specifying, developing, and evaluating the theoretical underpinnings and applied mechanisms of AI tools. Topics covered include neural networks, fuzzy controls, decision trees, rule-based systems, data mining, genetic algorithm and agent systems, among many others. The goal of this book is to show some potential applications and give a partial picture of the current state-of-the-art of AI. Also, it is useful to inspire some future research ideas by identifying potential research directions. It is dedicated to students, researchers and practitioners in this area or in related fields.
Table of Contents

01 Computational Intelligence in Software Cost Estimation: Evolving Conditional Sets of Effort Value Ranges
Efi Papatheocharous and Andreas S. Andreou
02 Towards Intelligible Query Processing in Relevance Feedback-Based Image Retrieval Systems
Belkhatir Mohammed
03 GNGS: An Artificial Intelligent Tool for Generating and Analyzing Gene Networks from Microarray Data
Austin H. Chen and Ching-Heng Lin
04 Preferences over Objects, Sets and Sequences
Sandra de Amo and Arnaud Giacometti
05 Competency-based Learning Object Sequencing using Particle Swarms
Luis de Marcos, Carmen Pages, Jose Javier Martinez and Jose Antonio Gutierrez
06 Image Thresholding of Historical Documents Based on Genetic Algorithms
Carmelo Bastos Filho, Carlos Alexandre Mello, Julio Andrade, Marilia Lima, Wellington dos Santos, Adriano Oliveira and Davi Falcao
07 Segmentation of Greek Texts by Dynamic Programming
Pavlina Fragkou, Athanassios Kehagias and Vassilios Petridis
08 Applying Artificial Intelligence to Predict the Performance of Data-dependent Applications
Paula Fritzsche, Dolores Rexachs and Emilio Luque
09 Agent Systems in Software Engineering
Vasilios S. Lazarou, Spyridon K. Gardikiotis and Nicos Malevris
10 A Joint Probability Data Association Filter Algorithm for Multiple Robot Tracking Problems
Aliakbar Gorji Daronkolaei, Vahid Nazari, Mohammad Bagher Menhaj, and Saeed Shiry
11 Symbiotic Evolution of Rule Based Classifiers
Ramin Halavati and Saeed Bagheri Shouraki
12 A Multiagent Method to Design Open Embedded Complex Systems
Jamont Jean-Paul and Occello Michel
13 Content-based Image Retrieval Using Constrained Independent Component Analysis: Facial Image Retrieval Based on Compound Queries
Tae-Seong Kim and Bilal Ahmed
14 Text Classification Aided by Clustering: a Literature Review
Antonia Kyriakopoulou
15 A Review of Past and Future Trends in Perceptual Anchoring
Silvia Coradeschi and Amy Loutfi
16 A Cognitive Vision Approach to Image Segmentation
Vincent Martin and Monique Thonnat
17 An Introduction to the Problem of Mapping in Dynamic Environments
Nikos C. Mitsou and Costas S. Tzafestas
18 Inductive Conformal Prediction: Theory and Application to Neural Networks
Harris Papadopoulos
19 Robust Classification of Texture Images using Distributional-based Multivariate Analysis
Vasileios K. Pothos, Christos Theoharatos, George Economou and Spiros Fotopoulos
20 Recent Developments in Bit-Parallel Algorithms
Pablo San Segundo, Diego Rodriguez-Losada and Claudio Rossi
21 Multi-Sensor Fusion for Mono and Multi-Vehicle Localization using Bayesian Network
C. Smaili, M. E. El Najjar, F. Charpillet and C. Rose
22 On the Definition of a Standard Language for Modelling Constraint Satisfaction Problems
Ricardo Soto and Laurent Granvilliers
23 Software Component Clustering and Retrieval: An Entropy-based Fuzzy k-Modes Methodology
Constantinos Stylianou and Andreas S. Andreou
24 An Agent-Based System to Minimize Earthquake-Induced Damages
Yoshiya Takeuchi, Takashi Kokawa, Ryota Sakamoto, Hitoshi Ogawa and Victor V. Kryssanov
25 A Methodology for the Extraction of Reader’s Emotional State Triggered from Text Typography
Dimitrios Tsonos and Georgios Kouroupetroglou
26 Granule Based Inter-transaction Association Rule Mining
Wanzhong Yang, Yuefeng Li and Yue Xu
27 Countering Good Word Attacks on Statistical Spam Filters with Instance Differentiation and Multiple Instance Learning
Yan Zhou, Zach Jorgensen and Meador Inge



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