Hybrid Artificial Intelligent Systems

1. Front Matter

   PDF

2. Agents and Multi Agents Systems

   1. An Agent Based Implementation of Proactive S-Metaheuristics

      • Mailyn Moreno, Alejandro Rosete, Juán Pavón

      Pages 1-10

   2. An Ontological and Agent-Oriented Modeling Approach for the Specification of Intelligent Ambient Assisted Living Systems for Parkinson Patients

      • Iván García-Magariño, Jorge J. Gómez-Sanz

      Pages 11-20

   3. Integration of Self-organization and Cooperation Mechanisms to Enhance Service Discovery

      • Elena del Val, Miguel Rebollo, Vicente Botti

      Pages 21-30

   4. Agent Participation in Context-Aware Workflows

      • José M. Fernández-de-Alba, Rubén Fuentes-Fernández, Juán Pavón

      Pages 31-40

   5. PHAT: Physical Human Activity Tester

      • Pablo Campillo-Sanchez, Jorge J. Gómez-Sanz, Juan A. Botía

      Pages 41-50

3. HAIS Applications

   1. Support Vector Forecasting of Solar Radiation Values

      • Yvonne Gala, Ángela Fernández, Julia Díaz, José R. Dorronsoro

      Pages 51-60

   2. A Hybrid Fuzzy Approach to Facility Location Decision-Making

      • Dragan Simić, Vasa Svirčević, Svetlana Simić

      Pages 61-70

   3. Clinical Careflows Aided by Uncertainty Representation Models

      • Tiago Oliveira, João Neves, Ernesto Barbosa, Paulo Novais

      Pages 71-80

   4. A Hybrid Approach for the Verification of Integrity Constraints in Clinical Practice Guidelines

      • Marco Iannaccone, Massimo Esposito, Giuseppe De Pietro

      Pages 81-91

   5. Hippocampus Localization Guided by Coherent Point Drift Registration Using Assembled Point Set

      • Anusha Achuthan, Mandava Rajeswari, Win Mar @ Salmah Jalaluddin

      Pages 92-102

4. Classification and Cluster Analysis

   1. Network Anomaly Classification by Support Vector Classifiers Ensemble and Non-linear Projection Techniques

      • Eduardo de la Hoz, Andrés Ortiz, Julio Ortega, Emiro de la Hoz

      Pages 103-111

   2. Classification Method for Differential Diagnosis Based on the Course of Episode of Care

      • Adrian Popiel, Tomasz Kajdanowicz, Przemyslaw Kazienko, Jean Karl Soler, Derek Corrigan, Vasa Curcin et al.

      Pages 112-121

   3. Movie Recommendation Framework Using Associative Classification and a Domain Ontology

      • María N. Moreno, Saddys Segrera, Vivian F. López, María Dolores Muñoz, Angel Luis Sánchez

      Pages 122-131

   4. Construction of Sequential Classifier Based on Broken Stick Model

      • Robert Burduk, Pawel Trajdos

      Pages 132-139

   5. Model and Feature Selection in Hidden Conditional Random Fields with Group Regularization

      • Rodrigo Cilla, Miguel A. Patricio, Antonio Berlanga, José M. Molina

      Pages 140-149

5. Data Mining and Knowledge Discovery

   1. A First Approach to Deal with Imbalance in Multi-label Datasets

      • Francisco Charte, Antonio Rivera, María José del Jesus, Francisco Herrera

      Pages 150-160

   2. Simulating a Collective Intelligence Approach to Student Team Formation

      • Juan M. Alberola, Elena del Val, Victor Sanchez-Anguix, Vicente Julian

      Pages 161-170

   3. A Counting-Based Heuristic for ILP-Based Concept Discovery Systems

      • Alev Mutlu, Pınar Karagoz, Yusuf Kavurucu

      Pages 171-180

   4. Extracting Sequential Patterns Based on User Defined Criteria

      • Oznur Kirmemis Alkan, Pınar Karagoz

      Pages 181-190

This volume constitutes the proceedings of the 8th International Conference on Hybrid Artificial Intelligent Systems, HAIS 2013, held in Salamanca, Spain, in September 2013. The 68 papers published in this volume were carefully reviewed and selected from 218 submissions. They are organized in topical sessions on Agents and Multi Agents Systems; HAIS Applications; Classification and Cluster Analysis; Data Mining and Knowledge Discovery; Video and Image Analysis; Bio-inspired Models and Evolutionary Computation; Learning Algorithms; Systems, MAN, and Cybernetics; Hybrid Intelligent Systems for Data Mining and Applications; Metaheuristics for Combinatorial Optimization and Modelling Complex Systems.

• computer security
• data mining
• hybrid artificial intelligence
• learning algorithms
• pattern recognition
• algorithm analysis and problem complexity

• Department of Electronic Engineering, National Kaohsiung University of Applied Sciences, Kaohsiung, Taiwan

  Jeng-Shyang Pan

• Department of Electrical and Computer Engineering, University of Cyprus, Nicosia, Cyprus

  Marios M. Polycarpou

• Department of Systems and Computer Networks, Wroclaw University of Technology, Wroclaw, Poland

  Michał Woźniak

• Department of Computer Science, University of Sao Paulo at Sao Carlos, Sao Carlos, Brazil

  André C. P. L. F. Carvalho

• University of Salamanca, Salamanca, Spain

  Héctor Quintián, Emilio Corchado

Policies and ethics