Información General

• Autores: Beatriz López (coord.), Joaquim Meléndez Frigola (coord.), Petia Radeva Ivanova (coord.), Jordi Vitrià Marca (coord.)
• Editores: IOS Press
• Año de publicación: 2005
• País: Países Bajos
• Idioma: inglés
• ISBN: 978-1-58603-663-8
• Texto completo no disponible (Saber más ...)

Resumen

• Artificial Intelligence (AI) has started the evolution in computer science. It is in good health, as many companies qualify their novelties as 'smart' or 'intelligent'. The term 'society of knowledge' draws society nearer to the future and is a symbol of breakthrough. From this perspective, AI has reached maturity and has exploded into an endless set of sub-areas, getting in touch with all other disciplines, such as situation assessment, analysis and interpretation of music, management of environmental and biological systems, planning trains, routing of communication networks, assisting medical diagnosis or powering auctions. The wide variety of Artificial Intelligence application areas has meant that AI researchers often become scattered in different micro specialized fields. There are few occasions where the AI research community joins together, while computer scientists and engineers can find a lot of interesting ideas from the cross fertilization of results coming from all of these application areas. This book provides a representative selection of papers promoting synergies in the research community and includes papers on: Neural Networks, Computer Vision, Applications, Machine Learning, Reasoning, Planning and Robotics and Multi-Agent Systems. All of the papers collected in this volume would be of interest to any computer scientist or engineer interested in AI.

Otros catálogos

• Red de Bibliotecas Universitarias (REBIUN)

Listado de artículos

• • Application of expert systems in medicine

    Francklin Rivas Echeverría, Carlos Rivas Echeverría

    • Resumen

    págs. 3-4

    

  • From Artificial Intelligence to Natural Stupidity (and Back) in only

    Ton Sales Porta

    pág. 5

    

  • Machine Learning

    Monique Polit, Thierry Talbert, Beatriz López, Joaquim Meléndez Frigola

    pág. 7

    

  • Real-time object detection using an evolutionary boosting strategy

    Xavier Baro, Jordi Vitrià Marca

    • Resumen

    págs. 9-18

    

  • Machine Learning

    • Support Vector Machines for color adjustment in automotive basecoat

      Francisco Ruiz, Cecilio Angulo Bahón, Núria Agell Jané

      • Resumen

      págs. 19-27

      

    • Optimal Extension of Error Correcting Output Codes

      Sergio Escalera, Oriol Pujol, Petia Radeva

      • Resumen

      págs. 28-36

      

    • A Comparative Analysis of different classes-interpretation support techniques

      Karina Gibert Oliveras, Alejandra Pérez Bonilla, Gustavo Rodríguez Silva

      • Resumen

      págs. 37-46

      

    • Learning from cooperation using justifications

      Eloi Puertas i Prats, Eva Armengol

      • Resumen

      págs. 47-54

      

    • A Method to Classify Data by Fuzzy Rule Extraction from Imbalanced Datasets

      Vicenç Soler Ruiz, Jesús Cerquides Bueno, Josep Sabria, Jordi Roig de Zárate, Marta Prim Sabrià

      • Resumen

      págs. 55-62

      

    • Qualitative Induction Trees applied to the study of the financial rating

      Llorenç Rosello Sauri, Núria Agell Jané, Mónica Sánchez, Francesc Prats Duaygues

      • Resumen

      págs. 63-70

      

    • Tactical modularity for evolutionary animats

      Ricardo Agamenón Téllez Lara, Cecilio Angulo Bahón

      • Resumen

      págs. 71-79

      

    • An Optimization Method for the Data Space Partition Obtained by Classification Techniques for the Monitoring of Dynamic Processes

      C. Isaza, J. Aguilar Martin, M.V. Le Lann, J. Aguilar, Addison Ríos Bolívar

      • Resumen

      págs. 80-87

      

  • Reasoning

    • A general approach for qualitative reasoning models based on intervals

      Ester Martínez, María Teresa Escrig Monferrer

      • Resumen

      págs. 91-102

      

    • Coarse Qualitative Model of 3-D Orientation

      Julio Pacheco Aparicio, María Teresa Escrig Monferrer

      • Resumen

      págs. 103-113

      

    • Fuzzified Strategic Maps

      Ronald Uriel Ruiz Ordóñez, Josep Lluis de la Rosa Esteva, Javier Guzmán Obando

      • Resumen

      págs. 114-123

      

    • A Qualitative Representation Model about Trajectories in 2-D

      José Vicente Álvarez Bravo, Juan Carlos Peris Broch, María Teresa Escrig Monferrer, Juan José Álvarez Sánchez, F.J. Gonzalez Cabrera

      • Resumen

      págs. 124-136

      

    • Proposition of NON-probabilistic entropy as reliability index for decision making

      Eduard Díez Lledó, Joseph Aguilar Martin

      • Resumen

      págs. 137-144

      

  • Neural Networks

    • Kohonen self-organizing maps and mass balance method for the supervision of a lowland river area

      Esther Llorens i Ribes, Frédéric Thiery, Stéphane Grieu, Monique Polit

      • Resumen

      págs. 147-154

      

  • Computer Vision

    • Two-Step Tracking by Parts Using Multiple Kernels

      Brais Martínez, Luis Ferraz, Xavier Binefa i Valls

      • Resumen

      págs. 157-166

      

    • n-Dimensional Distribution Reduction Preserving its Structure

      Eduard Vazquez, Francesc Tous, Ramon Baldrich i Caselles, Maria Vanrell i Martorell

      • Resumen

      págs. 167-175

      

  • Planning and Robotics

    • Seat allocation for massive events based on region growing techniques

      Víctor Muòoz, Miquel Montaner Rigall, Josep Lluis de la Rosa Esteva

      • Resumen

      págs. 179-186

      

    • Solving the Response Time Variability Problem by means of metaheuristics

      Alberto García Villoria, Rafael Pastor Benet, Albert Corominas Subias

      • Resumen

      págs. 187-194

      

    • Planning under temporal uncertainty indurative actions

      J. Antonio Álvarez Martínez, Laura Sebastiá Tarín, Eva Onaindia de la Rivaherrera

      • Resumen

      págs. 195-202

      

    • Building a Local Hybrid Map from Sensor Data Fusion

      Zoe Falomir Llansola, Juan Carlos Peris, María Teresa Escrig Monferrer

      • Resumen

      págs. 203-210

      

    • Map Building including Qualitative Reasoning for Aibo Robots

      David A. Graullera, Salvador Moreno, María Teresa Escrig Monferrer

      • Resumen

      págs. 211-218

      

    • Cognitive Vision based on Qualitative Matching of Visual Textures and Envision Predictions for Aibo Robots

      David A. Graullera, Salvador Moreno, María Teresa Escrig Monferrer

      • Resumen

      págs. 219-226

      

    • Assessing the aggregation of parameterized imprecise classification

      Isabela Drummond, Joaquim Meléndez Frigola, Sandra Sandri

      • Resumen

      págs. 227-235

      

  • Multiagent System

    • Dynamic Electronic Institutions for Humanitarian Aid Simulation

      Eduard Muntaner Perich, Josep Lluis de la Rosa Esteva, Claudia Isabel Carrillo Flórez, Sonia Lizzeth Delfín Ávila, Araceli Moreno Ruiz

      • Resumen

      págs. 239-246

      

    • Extending the BDI architecture with commitments

      Dorian Gaertner, Pablo Noriega, Carles Sierra

      • Resumen

      págs. 247-257

      

    • Recommendations Using Information from Selected Sources with the ISIRES Methodology

      Silvana Aciar, Josefina López Herrera, Josep Lluis de la Rosa Esteva

      • Resumen

      págs. 258-265

      

    • Social Currencies And Knowledge Currencies

      Claudia Carrillo, Josep Lluis de la Rosa Esteva, Araceli Moreno, Eduard Muntaner Perich, Sonia Delfín Ávila, Agustí Canals Parera

      • Resumen

      págs. 266-274

      

    • Improving the Team-work in Heterogeneous Multi-agent Systems:: Situation Matching Approach

      Salvador Ibarra, Christian Quintero, Dídac Busquets, Josep Ramón, Josep Lluis de la Rosa Esteva, J.A. Castán Rocha

      • Resumen

      págs. 275-282

      

    • WIKIFAQ:: Obtaining Complete FAQs

      Araceli Moreno, Claudia Carrillo, Sonia Delfín Ávila, Eduard Muntaner Perich, Josep Lluis de la Rosa Esteva

      • Resumen

      págs. 283-290

      

    • Designing a Multi-Agent system to simulate scenarios for decision-making in river basin systems

      Thania Rendón Sallard, Miquel Sánchez Marré, Montserrat Aulinas, Joaquím Comas

      • Resumen

      págs. 291-298

      

    • Outline of Citation Auctions

      Josep Lluis de la Rosa Esteva

      • Resumen

      págs. 299-307

      

    • Improving Privacy of Recommender Agents by Means of Full Dissociation

      Sonia Delfín Ávila, Claudia Carrillo, Eduard Muntaner Perich, Araceli Moreno, Salvador Ibarra, Josep Lluis de la Rosa Esteva

      • Resumen

      págs. 308-315