IFIP TC6 Open Digital Library

IFIP AI 2008: Milano, Italy

Artificial Intelligence in Theory and Practice II, IFIP 20th World Computer Congress, TC 12: IFIP AI 2008 Stream, September 7-10, 2008, Milano, Italy

Max Bramer

Springer, IFIP 276, ISBN: 978-0-387-09694-0



Contents

Agents 1

A Light-Weight Multi-Agent System Manages 802.11 Mesh Networks.

Ante Prodan, John K. Debenham

 3-12

Decisions with multiple simultaneous goals and uncertain causal effects.

Paulo Trigo, Helder Coelho

 13-22

Agent Based Frequent Set Meta Mining: Introducing EMADS.

Kamal Ali Albashiri, Frans Coenen, Paul H. Leng

 23-32

Agents 2

On the evaluation of MAS development tools.

Emilia Garcia, Adriana Giret, Vicente J. Botti

 35-44

Information-Based Planning and Strategies.

John K. Debenham

 45-54

Teaching Autonomous Agents to Move in a Believable Manner within Virtual Institutions.

Anton Bogdanovych, Simeon J. Simoff, Marc Esteva, John K. Debenham

 55-64

Data Mining

Mining Fuzzy Association Rules from Composite Items.

M. Sulaiman Khan, Maybin K. Muyeba, Frans Coenen

 67-76

P-Prism: A Computationally Efficient Approach to Scaling up Classification Rule Induction.

Frederic T. Stahl, Max A. Bramer, Mo Adda

 77-86

Applying Data Mining to the Study of Joseki.

Michiel Helvensteijn

 87-96

A Fuzzy Semi-Supervised Support Vector Machines Approach to Hypertext Categorization.

Houda Benbrahim, Max Bramer

 97-106

Neural Networks

Estimation of Neural Network Parameters for Wheat Yield Prediction.

Georg Ruß, Rudolf Kruse, Martin Schneider, Peter Wagner

 109-118

Enhancing RBF-DDA Algorithm's Robustness: Neural Networks Applied to Prediction of Fault-Prone Software Modules.

Miguel E. R. Bezerra, Adriano L. I. Oliveira, Paulo J. L. Adeodato, Silvio R. L. Meira

 119-128

Learning

A Study with Class Imbalance and Random Sampling for a Decision Tree Learning System.

Ronaldo C. Prati, Gustavo E. A. P. A. Batista, Maria Carolina Monard

 131-140

Answer Extraction for Definition Questions using Information Gain and Machine Learning.

Carmen Martínez-Gil, A. López-López

 141-150

Batch Reinforcement Learning for Controlling a Mobile Wheeled Pendulum Robot.

Andrea Bonarini, Claudio Caccia, Alessandro Lazaric, Marcello Restelli

 151-160

Knowledge Management

Optimizing Relationships Information in Repertory Grids.

Enrique Calot, Paola Britos, Ramón García-Martínez

 163-172

Modeling Stories in the Knowledge Management Context to Improve Learning Within Organizations.

Stefania Bandini, Federica Petraglia, Fabio Sartori

 173-182

Knowledge Modeling Framework for System Engineering Projects.

Olfa Chourabi, Yann Pollet, Mohamed Ben Ahmed

 183-192

Foundations

Machines with good sense: How can computers become capable of sensible reasoning?

Júnia Coutinho Anacleto Silva, Aparecido Fabiano Pinatti de Carvalho, Eliane N. Pereira, Alexandre Mello Ferreira, Alessandro José Francisco Carlos

 195-204

Making Use of Abstract Concepts-Systemic-Functional Linguistics and Ambient Intelligence.

Jörg Cassens, Rebekah Wegener

 205-214

Making Others Believe What They Want.

Guido Boella, Célia da Costa Pereira, Andrea Tettamanzi, Leendert van der Torre

 215-224

Foundation for Virtual Experiments to Evaluate Thermal Conductivity of Semi- and Super-Conducting Materials.

R. M. Bhatt, R. P. Gairola

 225-234

Applications 1

Intelligent Systems Applied to Optimize Building's Environments Performance.

Enrique Sierra, Alejandro Hossian, Darío Rodríguez, M. García-Martínez, Paola Britos, Ramón García-Martínez

 237-244

A Comparative Analysis of One-class Structural Risk Minimization by Support Vector Machines and Nearest Neighbor Rule.

George G. Cabral, Adriano L. I. Oliveira

 245-254

Estimation of the Particle Size Distribution of a Latex using a General Regression Neural Network.

Georgina Stegmayer, J. Vega, L. Gugliotta, Omar Chiotti

 255-264

Intelligent Advisory System for Designing Plastics Products.

Urska Sancin, Bojan Dolsak

 265-274

Applications 2

Modeling the Spread of Preventable Diseases: Social Culture and Epidemiology.

Ahmed Y. Tawfik, Rana R. Farag

 277-286

An Intelligent Decision Support System for the Prompt Diagnosis of Malaria and Typhoid Fever in the Malaria Belt of Africa.

A. B. Adehor, P. R. Burrell

 287-296

Detecting Unusual Changes of Users Consumption.

Paola Britos, Hernan Grosser, Darío Rodríguez, Ramón García-Martínez

 297-306

Techniques

Optimal Subset Selection for Classification through SAT Encodings.

Fabrizio Angiulli, Stefano Basta

 309-318

Multi-objective Model Predictive Optimization using Computational Intelligence.

Hirotaka Nakayama, Yeboon Yun

 319-328

An Intelligent Method for Edge Detection based on Nonlinear Diffusion.

Célia A. Zorzo Barcelos, V. B. Pires

 329-338

Semantic Web

A Survey of Exploiting WordNet in Ontology Matching.

Feiyu Lin, Kurt Sandkuhl

 341-350

Using Competitive Learning between Symbolic Rules as a Knowledge Learning Method.

Fedja Hadzic, Tharam S. Dillon

 351-360

Knowledge Conceptualization and Software Agent based Approach for OWL Modeling Issues.

Shuxin Zhao, Pornpit Wongthongtham, Elizabeth Chang, Tharam S. Dillon

 361-370

Representation, Reasoning and Search

Context Search Enhanced by Readability Index.

Pavol Návrat, Tomas Taraba, Anna Bou Ezzeddine, Daniela Chudá

 373-382

Towards an Enhanced Vector Model to Encode Textual Relations: Experiments Retrieving Information.

Maya Carrillo, Aurelio López-López

 383-392

Efficient Two-Phase Data Reasoning for Description Logics.

Zsolt Zombori

 393-402

Some Issues in Personalization of Intelligent Systems: An Activity Theory Approach for Meta Ontology Development.

Daniel E. O'Leary

 403-412

Short Papers

Smart communications network management through a synthesis of distributed intelligence and information.

John K. Debenham, Simeon J. Simoff, J. R. Leaney, Vinod Mirchandani

 415-419

An Abductive Multi-Agent System for Medical Services Coordination.

Anna Ciampolini, Paola Mello, Sergio Storari

 421-425

A New Learning Algorithm for Neural Networks with Integer Weights and Quantized Non-linear Activation Functions.

Yan Yi, Zhang Hangping, Zhou Bin

 427-431

Neural Recognition of Minerals.

Mauricio Solar, Patricio Perez, Francisco Watkins

 433-437

Bayesian Networks Optimization Based on Induction Learning Techniques.

Paola Britos, Pablo Felgaer, Ramón García-Martínez

 439-443

Application of Business Intelligence for Business Process Management.

Nenad Stefanovic, Dusan Stefanovic, Milan Misic

 445-449

Learning Life Cycle in Autonomous Intelligent Systems.

Jorge Salvador Ierache, Ramón García-Martínez, Armando De Giusti

 451-455

A Map-based Integration of Ontologies into an Object-Oriented Programming Language.

Kimio Kuramitsu

 457-461