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Hybrid Artificial Intelligent Systems

7th International Conference, HAIS 2012, Salamanca, Spain, March 28-30th, 2012, Proceedings, Part I

  • Conference proceedings
  • © 2012

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Editors:
  1. Emilio Corchado

    1. Universidad de Salamanca, Salamanca, Spain

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  2. Václav Snášel

    1. VŠB-TU Ostrava 17, Ostrava, Czech Republic

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  3. Ajith Abraham

    1. Machine Intelligence Research Labs(MIR Labs), Scientific Network for Innovation and Research Excellence, Auburn, USA

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  4. Michał Woźniak

    1. Wroclaw University of Technology, Wroclaw, Poland

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  5. Manuel Graña

    1. University of the Basque Country, San Sebastian, Spain

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  6. Sung-Bae Cho

    1. Yonsei University, Seoul, Korea

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 7208)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

Included in the following conference series:

Conference proceedings info: HAIS 2012.

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Table of contents (62 papers)

  1. Front Matter

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  2. Special Sessions

    1. Agents and Multi Agents Systems

      1. An Agent Model for Incremental Rough Set-Based Rule Induction in Customer Relationship Management
        • Yu-Neng Fan, Ching-Chin Chern
        Pages 1-12
      2. Case-Based Argumentation Infrastructure for Agent Societies
        • Jaume Jordán, Stella Heras, Vicente Julián
        Pages 13-24
      3. The Application of Multi-Agent System in Monitoring and Control of Nonlinear Bioprocesses
        • Piotr Skupin, Mieczyslaw Metzger
        Pages 25-36
      4. Agent Capability Taxonomy for Dynamic Environments
        • Jorge Agüero, Miguel Rebollo, Carlos Carrascosa, Vicente Julián
        Pages 37-48
      5. Modeling Internet as a User-Adapted Speech Service
        • David Griol, Javier Carbó, José Manuel Molina
        Pages 49-60

    2. HAIS Applications

      1. Unsupervised Classification of Audio Signals by Self-Organizing Maps and Bayesian Labeling
        • Ricardo Cruz, Andrés Ortiz, Ana M. Barbancho, Isabel Barbancho
        Pages 61-70
      2. Robust Speaker Identification Using Ensembles of Kernel Principal Component Analysis
        • IL-Ho Yang, Min-Seok Kim, Byung-Min So, Myung-Jae Kim, Ha-Jin Yu
        Pages 71-78
      3. Application of Genetic Algorithms to Optimize a Truncated Mean <i>k</i>-Nearest Neighbours Regressor for Hotel Reservation Forecasting
        • Andrés Sanz-García, Julio Fernández-Ceniceros, Fernando Antoñanzas-Torres, F. Javier Martínez-de-Pisón-Ascacibar
        Pages 79-90
      4. A Social Network-Based Approach to Expert Recommendation System
        • Elnaz Davoodi, Mohsen Afsharchi, Keivan Kianmehr
        Pages 91-102
      5. Decentralized Multi-tasks Distribution in Heterogeneous Robot Teams by Means of Ant Colony Optimization and Learning Automata
        • Javier de Lope, Darío Maravall, Yadira Quiñonez
        Pages 103-114
      6. Lipreading Procedure for Liveness Verification in Video Authentication Systems
        • Agnieszka Owczarek, Krzysztof Ślot
        Pages 115-124
      7. Fuzzy Sliding Mode Control with Chattering Elimination for a Quadrotor Helicopter in Vertical Flight
        • S. Zeghlache, D. Saigaa, K. Kara, Abdelghani Harrag, A. Bouguerra
        Pages 125-136
      8. Ensemble of Binary Learners for Reliable Text Categorization with a Reject Option
        • Giuliano Armano, Camelia Chira, Nima Hatami
        Pages 137-146
      9. Spontaneous Facial Expression Recognition: Automatic Aggression Detection
        • Ewa Piątkowska, Jerzy Martyna
        Pages 147-158
      10. A Memetic Approach to Project Scheduling that Maximizes the Effectiveness of the Human Resources Assigned to Project Activities
        • Virginia Yannibelli, Analía Amandi
        Pages 159-173
      11. Hunting for Fraudsters in Random Forests
        • R. M. Konijn, W. Kowalczyk
        Pages 174-185
      12. Neural Networks Ensembles Approach for Simulation of Solar Arrays Degradation Process
        • Vladimir Bukhtoyarov, Eugene Semenkin, Andrey Shabalov
        Pages 186-195
      13. Using Genetic Algorithms to Improve Prediction of Execution Times of ML Tasks
        • Rattan Priya, Bruno Feres de Souza, André L. D. Rossi, André C. P. L. F. de Carvalho
        Pages 196-207
      14. Hybrid Artificial Intelligence Approaches on Vehicle Routing Problem in Logistics Distribution
        • Dragan Simić, Svetlana Simić
        Pages 208-220
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Other volumes

  1. Hybrid Artificial Intelligent Systems

  2. Hybrid Artificial Intelligent Systems

Keywords

About this book

The two LNAI volumes 7208 and 7209 constitute the proceedings of the 7th International Conference on Hybrid Artificial Intelligent Systems, HAIS 2012, held in Salamanca, Spain, in March 2012. The 118 papers published in these proceedings were carefully reviewed and selected from 293 submissions. They are organized in topical sessions on agents and multi agents systems, HAIS applications, cluster analysis, data mining and knowledge discovery, evolutionary computation, learning algorithms, systems, man, and cybernetics by HAIS workshop, methods of classifier fusion, HAIS for computer security (HAISFCS), data mining: data preparation and analysis, hybrid artificial intelligence systems in management of production systems, hybrid artificial intelligent systems for ordinal regression, hybrid metaheuristics for combinatorial optimization and modelling complex systems, hybrid computational intelligence and lattice computing for image and signal processing and nonstationary models of pattern recognition and classifier combinations.

Editors and Affiliations

  • Universidad de Salamanca, Salamanca, Spain

    Emilio Corchado

  • VŠB-TU Ostrava 17, Ostrava, Czech Republic

    Václav Snášel

  • Machine Intelligence Research Labs(MIR Labs), Scientific Network for Innovation and Research Excellence, Auburn, USA

    Ajith Abraham

  • Wroclaw University of Technology, Wroclaw, Poland

    Michał Woźniak

  • University of the Basque Country, San Sebastian, Spain

    Manuel Graña

  • Yonsei University, Seoul, Korea

    Sung-Bae Cho

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