Artificial Intelligence in Theory and Practice

1. Front Matter

   Pages i-xv

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2. Knowledge and Information Management

   1. Can Common Sense uncover cultural differences in computer applications?

      • Junia Anacleto, Henry Lieberman, Marie Tsutsumi, Vânia Neris, Aparecido Carvalho, Jose Espinosa et al.

      Pages 1-10

   2. Artificial Intelligence and Knowledge Management

      • Hugo Cesar Hoeschl, Vânia Barcellos

      Pages 11-19

3. Agents 1

   1. The IONWI Algorithm: Learning when and when not to interrupt

      • Silvia Schiaffino, Analía Amandi

      Pages 21-30

   2. Formal Analysis of the Communication of Probabilistic Knowledge

      • João Carlos Gluz, Rosa M. Vicari, Cecília Flores, Louise Seixas

      Pages 31-40

   3. Detecting and Repairing Anomalous Evolutions in Noisy Environments: Logic Programming Formalization and Complexity Results

      • Fabrizio Angiulli, Gianluigi Greco, Luigi Palopoli

      Pages 41-50

   4. Adding Semantic Web Services Matching and Discovery Support to the MoviLog Platform

      • Cristian Mateos, Marco Crasso, Alejandro Zunino, Marcelo Campo

      Pages 51-60

   5. Learning Browsing Patterns for Context-Aware Recommendation

      • Daniela Godoy, Analía Amandi

      Pages 61-70

   6. Applying Collaborative Filtering to Reputation Domain: a model for more precise reputation estimates in case of changing behavior by rated participants

      • Alexandre Lopes, Ana Cristina Bicharra Garcia

      Pages 71-80

4. Integration of AI with other Technologies

   1. Combine Vector Quantization and Support Vector Machine for Imbalanced Datasets

      • Ting Yu, John Debenham, Tony Jan, Simeon Simoff

      Pages 81-88

   2. Ontology Support for Translating Negotiation Primitives

      • Maricela Bravo, Máximo López, Azucena Montes, René Santaolaya, Raúl Pinto, Joaquín Pérez

      Pages 89-98

   3. Statistical Method of Context Evaluation for Biological Sequence Similarity

      • Alina Bogan-Marta, Ioannis Pitas, Kleoniki Lyroudia

      Pages 99-108

   4. Biological inspired algorithm for Storage Area Networks (ACOSAN)

      • Anabel Fraga Vázquez

      Pages 109-118

5. Neural Nets

   1. Radial Basis Functions Versus Geostatistics in Spatial Interpolations

      • Cristian Rusu, Virginia Rusu

      Pages 119-128

   2. Neural Networks applied to wireless communications

      • Georgina Stegmayer, Omar Chiotti

      Pages 129-138

   3. Anomaly Detection using prior knowledge: application to TCP/IP traffic

      • Alberto Carrascal, Jorge Couchet, Enrique Ferreira, Daniel Manrique

      Pages 139-148

   4. A study on the ability of Support Vector Regression and Neural Networks to Forecast Basic Time Series Patterns

      • Sven F. Crone, Jose Guajardo, Richard Weber

      Pages 149-158

   5. Neural Plasma

      • Daniel Berrar, Werner Dubitzky

      Pages 159-168

6. Knowledge Acquisition and Data Mining

   1. Comparison of SVM and Some Older Classification Algorithms in Text Classification Tasks

      • Fabrice Colas, Pavel Brazdil

      Pages 169-178

   2. An automatic graph layout procedure to visualize correlated data

      • Mario Inostroza-Ponta, Regina Berretta, Alexandre Mendes, Pablo Moscato

      Pages 179-188

The papers in this volume comprise the refereed proceedings of the conference 'Artificial Intelligence in Theory and Practice' (IFIP AI 2006), which formed part of the 19th World Computer Congress of IFIP, the International Federation for Information Processing (WCC- 2006), in Santiago, Chile in August 2006. 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 Programme Committee. The best papers were selected for the conference and are included in this volume. The international nature of IFIP is amply reflected in the large number of countries represented here. The conference featured invited talks by Rose Dieng, John Atkinson, John Debenham and myself. IFIP AI 2006 also included the Second IFIP Symposium on Professional Practice in Artificial Intelligence, organised by Professor John Debenham, which ran alongside the refereed papers. I should like to thank the conference chair. Professor Debenham for all his efforts in organising the Symposium and the members of our programme committee for reviewing an unexpectedly large number of papers to a very tight deadline. This is the latest in a series of conferences organised by IFIP Technical Committee 12 dedicated to the techniques of Artificial Intelligence and their real-world applications. The wide range and importance of these applications is clearly indicated by the papers in this volume. Further information about TCI 2 can be found on our website http://www.ifiptcl2.org.

• Fuzzy
• artificial intelligence
• biologically inspired
• classification
• communication
• complexity
• evolutionary algorithm
• genetic algorithms
• gesture recognition
• information system
• logic programming
• machine learning
• modeling
• ontology
• semantic web

• University of Portsmouth, UK

  Max Bramer

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