Hybrid Artificial Intelligence Systems

1. Front Matter

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2. Agents and Multi Agents Systems

   1. Agents in Home Care: A Case Study

      • Juan A. Fraile, Dante I. Tapia, Sara Rodríguez, Juan M. Corchado

      Pages 1-8

   2. EP-MAS.Lib: A MAS-Based Evolutionary Program Approach

      • Mauricio Paletta, Pilar Herrero

      Pages 9-17

   3. A Framework for Dynamical Intention in Hybrid Navigating Agents

      • Eric Aaron, Henny Admoni

      Pages 18-25

   4. Multi-agent Based Personal File Management Using Case Based Reasoning

      • Xiaolong Jin, Jianmin Jiang, Geyong Min

      Pages 26-33

   5. Agent-Based Evolutionary System for Traveling Salesman Problem

      • Rafał Dreżewski, Piotr Woźniak, Leszek Siwik

      Pages 34-41

   6. A Vehicle Routing Problem Solved by Agents

      • Ma Belén Vaquerizo García

      Pages 42-49

   7. MACSDE: Multi-Agent Contingency Response System for Dynamic Environments

      • Aitor Mata, Belén Pérez, Angélica González, Bruno Baruque, Emilio Corchado

      Pages 50-59

3. HAIS Applications

   1. Measuring and Visualising Similarity of Customer Satisfaction Profiles for Different Customer Segments

      • Frank Klawonn, Detlef D. Nauck, Katharina Tschumitschew

      Pages 60-67

   2. Development of a Decision-Maker in an Anticipatory Reasoning-Reacting System for Terminal Radar Control

      • Natsumi Kitajima, Yuichi Goto, Jingde Cheng

      Pages 68-76

   3. Study of Outgoing Longwave Radiation Anomalies Associated with Two Earthquakes in China Using Wavelet Maxima

      • Pan Xiong, Yaxin Bi, Xuhui Shen

      Pages 77-87

   4. A Hybrid Approach for Designing the Control System for Underwater Vehicles

      • A. Lamas, F. López Peña, R. J. Duro

      Pages 88-95

   5. Hydrodynamic Design of Control Surfaces for Ships Using a MOEA with Neuronal Correction

      • V. Díaz-Casás, Francisco Bellas, Fernando López-Peña, Richard Duro

      Pages 96-103

   6. Closures of Downward Closed Representations of Frequent Patterns

      • Marzena Kryszkiewicz

      Pages 104-112

   7. Transductive-Weighted Neuro-Fuzzy Inference System for Tool Wear Prediction in a Turning Process

      • Agustín Gajate, Rodolfo E. Haber, José R. Alique, Pastora I. Vega

      Pages 113-120

   8. Review of Hybridizations of Kalman Filters with Fuzzy and Neural Computing for Mobile Robot Navigation

      • Manuel Graña, Iván Villaverde, Jose Manuel López Guede, Borja Fernández

      Pages 121-128

   9. A Real-Time Person Detection Method for Moving Cameras

      • Javier Oliver, Alberto Albiol, Samuel Morillas, Guillermo Peris-Fajarnés

      Pages 129-136

   10. Unsupervised Methods for Anomalies Detection through Intelligent Monitoring Systems

       • Alberto Carrascal, Alberto Díez, Ander Azpeitia

       Pages 137-144

   11. Architecture for Hybrid Robotic Behavior

       • David Billington, Vladimir Estivill-Castro, René Hexel, Andrew Rock

       Pages 145-156

   12. A Hybrid Solution for Advice in the Knowledge Management Field

       • Álvaro Herrero, Aitor Mata, Emilio Corchado, Lourdes Sáiz

       Pages 157-168

The 4th International Conference on Hybrid Artificial Intelligence Systems (HAIS 2009), as the name suggests, attracted researchers who are involved in developing and applying symbolic and sub-symbolic techniques aimed at the construction of highly robust and reliable problem-solving techniques, and bringing the most relevant achievements in this field. Hybrid intelligent systems have become increasingly po- lar given their capabilities to handle a broad spectrum of real-world complex problems which come with inherent imprecision, uncertainty and vagueness, hi- dimensionality, and nonstationarity. These systems provide us with the opportunity to exploit existing domain knowledge as well as raw data to come up with promising solutions in an effective manner. Being truly multidisciplinary, the series of HAIS conferences offers an interesting research forum to present and discuss the latest th- retical advances and real-world applications in this exciting research field. This volume of Lecture Notes in Artificial Intelligence (LNAI) includes accepted papers presented at HAIS 2009 held at the University of Salamanca, Salamanca, Spain, June 2009. Since its inception, the main aim of the HAIS conferences has been to establish a broad and interdisciplinary forum for hybrid artificial intelligence systems and asso- ated learning paradigms, which are playing increasingly important roles in a large number of application areas.

• algorithms
• artificial intelligence
• bioinformatics
• cluster analysis
• data mining
• knowledge discovery
• machine learning
• algorithm analysis and problem complexity

• Grupo de Investigación GICAP, Área de Lenguajes Higher Polytechnic School, Universidad de Burgos, Burgos, Spain

  Emilio Corchado

• Department of Computer Science, University of Vermont, Burlington, USA

  Xindong Wu

• Computer and Information Science, Helsinki University of Technology, Finland

  Erkki Oja

• Grupo de Investigación GICAP, Área de Lenguajes y Sistemas Informáticos, Departamento de Ingeniería Civil, Escuela Politécnica Superior, Universidad de Burgos, Burgos, Spain

  Álvaro Herrero, Bruno Baruque

Policies and ethics