Artificial Intelligence in Theory and Practice II

IFIP 20th World Computer Congress, TC 12: IFIP AI 2008 Stream, September 7-10, 2008, Milano, Italy

By: Max Bramer (Editor)

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Paperback | 23 July 2008

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The papers in this volume comprise the refereed proceedings of the conference ' Artificial Intelligence in Theory and Practice' (IFIP AI 2008), which formed part of the 20th World Computer Congress of IFIP, the International Federation for Information Processing (WCC-2008), in Milan, Italy in September 2008. The conference is organised by the IFIP Technical Committee on Artificial Intelligence (Technical Committee 12) and its Working Group 12.5 (Artificial Intelligence Applications). All papers were reviewed by at least two members of our Program Committee. Final decisions were made by the Executive Program Committee, which comprised John Debenham (University of Technology, Sydney, Australia), Ilias Maglogiannis (University of Aegean, Samos, Greece), Eunika Mercier-Laurent (KIM, France) and myself. The best papers were selected for the conference, either as long papers (maximum 10 pages) or as short papers (maximum 5 pages) and are included in this volume. The international nature of IFIP is amply reflected in the large number of countries represented here. The conference also featured invited talks by Prof. Nikola Kasabov (Auckland University of Technology, New Zealand) and Prof. Lorenza Saitta (University of Piemonte Orientale, Italy). I should like to thank the conference chair, John Debenham for all his efforts and the members of our program committee for reviewing papers to a very tight deadline.

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Non-Fiction Science Physics Nuclear Physics Electricity Computing & I.T.Computer Science Artificial Intelligence Engineering & Technology Technology in General History of Engineering & Technology Optical Physics

Computer Hardware Network Hardware Databases Data Mining

Foreword	p. xiii
Acknowledgements	p. xv

A Light-Weight Multi-Agent System Manages 802.11 Mesh Networks	p. 3
Decisions with multiple simultaneous goals and uncertain causal effects	p. 13
Agent Based Frequent Set Meta Mining: Introducing EMADS	p. 23

On the evaluation of MAS development tools	p. 35
Information-Based Planning and Strategies	p. 45
Teaching Autonomous Agents to Move in a Believable Manner within Virtual Institutions	p. 55
Data Mining
Mining Fuzzy Association Rules from Composite Items	p. 67
P-Prism: A Computationally Efficient Approach to Scaling up Classification Rule Induction	p. 77
Applying Data Mining to the Study of Joseki	p. 87
A Fuzzy Semi-Supervised Support Vector Machines Approach to Hypertext Categorization	p. 97
Neural Networks
Estimation of Neural Network Parameters for Wheat Yield Prediction	p. 109
Enhancing RBF-DDA Algorithm's Robustness: Neural Networks Applied to Prediction of Fault-Prone Software Modules	p. 119
Learning
A Study with Class Imbalance and Random Sampling for a Decision Tree Learning System	p. 131
Answer Extraction for Definition Questions using Information Gain and Machine Learning	p. 141
Batch Reinforcement Learning for Controlling a Mobile Wheeled Pendulum Robot	p. 151
Knowledge Management
Optimizing Relationships Information in Repertory Grids	p. 163
Modeling Stories in the Knowledge Management Context to Improve Learning Within Organizations	p. 173
Knowledge Modeling Framework for System Engineering Projects	p. 183
Foundations
Machines with good sense: How can computers become capable of sensible reasoning?	p. 195
Making Use of Abstract Concepts - Systemic-Functional Linguistics and Ambient Intelligence	p. 205
Making Others Believe What They Want	p. 215
Foundation for Virtual Experiments to Evaluate Thermal Conductivity of Semi- and Super-Conducting Materials	p. 225

Intelligent Systems Applied to Optimize Building's Environments Performance	p. 237
A Comparative Analysis of One-class Structural Risk Minimization by Support Vector Machines and Nearest Neighbor Rule	p. 245
Estimation of the Particle Size Distribution of a Latex using a General Regression Neural Network	p. 255
Intelligent Advisory System for Designing Plastics Products	p. 265

Modeling the Spread of Preventable Diseases: Social Culture and Epidemiology	p. 277
An Intelligent Decision Support System for the Prompt Diagnosis of Malaria and Typhoid Fever in the Malaria Belt of Africa	p. 287
Detecting Unusual Changes of Users Consumption	p. 297
Techniques
Optimal Subset Selection for Classification through SAT Encodings	p. 309
Multi-objective Model Predictive Optimization using Computational Intelligence	p. 319
An Intelligent Method for Edge Detection based on Nonlinear Diffusion	p. 329
Semantic Web
A Survey of Exploiting WordNet in Ontology Matching	p. 341
Using Competitive Learning between Symbolic Rules as a Knowledge Learning Method	p. 351
Knowledge Conceptualization and Software Agent based Approach for OWL Modeling Issues	p. 361
Representation, Reasoning and Search
Context Search Enhanced by Readability Index	p. 373
Towards an Enhanced Vector Model to Encode Textual Relations: Experiments Retrieving Information	p. 383
Efficient Two-Phase Data Reasoning for Description Logics	p. 393
Some Issues in Personalization of Intelligent Systems: An Activity Theory Approach for Meta Ontology Development	p. 403
Short Papers
Smart communications network management through a synthesis of distributed intelligence and information	p. 415
An Abductive Multi-Agent System for Medical Services Coordination	p. 421
A New Learning Algorithm for Neural Networks with Integer Weights and Quantized Non-linear Activation Functions	p. 427
Neural Recognition of Minerals	p. 433
Bayesian Networks Optimization Based on Induction Learning Techniques	p. 439
Application of Business Intelligence for Business Process Management	p. 445
Learning Life Cycle in Autonomous Intelligent Systems	p. 451
A Map-based Integration of Ontologies into an Object-Oriented Programming Language	p. 457
Table of Contents provided by Publisher. All Rights Reserved.

Artificial Intelligence in Theory and Practice II

IFIP 20th World Computer Congress, TC 12: IFIP AI 2008 Stream, September 7-10, 2008, Milano, Italy

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