Hybrid Artificial Intelligence Systems

1. Front Matter

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2. HAIS Applications

   1. Computer Aided Diagnosis of Schizophrenia Based on Local-Activity Measures of Resting-State fMRI

      • Alexandre Savio, Darya Chyzhyk, Manuel Graña

      Pages 1-12

   2. A Variable Neighborhood Search Approach for Solving the Generalized Vehicle Routing Problem

      • Petrică C. Pop, Levente Fuksz, Andrei Horvat Marc

      Pages 13-24

   3. A Framework to Develop Adaptive Multimodal Dialog Systems for Android-Based Mobile Devices

      • David Griol, José Manuel Molina

      Pages 25-36

   4. Wind Power Ramp Event Prediction with Support Vector Machines

      • Oliver Kramer, Nils André Treiber, Michael Sonnenschein

      Pages 37-48

   5. An Ontology for Human-Machine Computation Workflow Specification

      • Nuno Luz, Carlos Pereira, Nuno Silva, Paulo Novais, António Teixeira, Miguel Oliveira e Silva

      Pages 49-60

   6. A Fuzzy Reinforcement Learning Approach to QoS Provisioning Transmission in Cognitive Radio Networks

      • Jerzy Martyna

      Pages 61-73

   7. Time Series Segmentation and Statistical Characterisation of the Spanish Stock Market Ibex-35 Index

      • M. Cruz-Ramírez, M. de la Paz-Marín, M. Pérez-Ortiz, C. Hervás-Martínez

      Pages 74-85

   8. An Approach of Steel Plates Fault Diagnosis in Multiple Classes Decision Making

      • Dragan Simić, Vasa Svirčević, Svetlana Simić

      Pages 86-97

   9. Developing Adaptive Agents Situated in Intelligent Virtual Environments

      • J. A. Rincon, Emilia Garcia, V. Julian, C. Carrascosa

      Pages 98-109

3. Data Mining and Knowledge Discovery

   1. Concurrence among Imbalanced Labels and Its Influence on Multilabel Resampling Algorithms

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

      Pages 110-121

   2. Depth-Based Outlier Detection Algorithm

      • Miguel Cárdenas-Montes

      Pages 122-132

   3. Symbolic Regression for Precrash Accident Severity Prediction

      • Andreas Meier, Mark Gonter, Rudolf Kruse

      Pages 133-144

   4. Constraint and Preference Modelling for Spatial Decision Making with Use of Possibility Theory

      • Jan Caha, Veronika Nevtípilová, Jiří Dvorský

      Pages 145-155

   5. Mining Incomplete Data with Attribute-Concept Values and “Do Not Care” Conditions

      • Patrick G. Clark, Jerzy W. Grzymala-Busse

      Pages 156-167

   6. An Approach to Sentiment Analysis of Movie Reviews: Lexicon Based vs. Classification

      • Lukasz Augustyniak, Tomasz Kajdanowicz, Przemyslaw Kazienko, Marcin Kulisiewicz, Wlodzimierz Tuliglowicz

      Pages 168-178

   7. Scalable Uncertainty-Tolerant Business Rules

      • Alfredo Cuzzocrea, Hendrik Decker, Francesc D. Muñoz-Escoí

      Pages 179-190

   8. Incorporating Belief Function in SVM for Phoneme Recognition

      • Rimah Amami, Dorra Ben Ayed, Nouerddine Ellouze

      Pages 191-199

4. Video and Image Analysis

   1. Evaluation of Bounding Box Level Fusion of Single Target Video Object Trackers

      • Rafael Martín, José M. Martínez

      Pages 200-210

   2. A Hybrid System of Signature Recognition Using Video and Similarity Measures

      • Rafal Doroz, Krzysztof Wrobel, Mateusz Watroba

      Pages 211-220

This volume constitutes the proceedings of the 9th International Conference on Hybrid Artificial Intelligent Systems, HAIS 2014, held in Salamanca, Spain, in June 2014. The 61 papers published in this volume were carefully reviewed and selected from 199 submissions. They are organized in topical sessions on HAIS applications; data mining and knowledge discovery; video and image analysis; bio-inspired models and evolutionary computation; learning algorithms; hybrid intelligent systems for data mining and applications and classification and cluster analysis.

• anomaly detection
• augmented reality
• bayesian network
• computer vision
• data mining
• hybrid system
• image processing
• learning algorithms
• neural networks
• pattern matching
• recommender systems
• simulated annealing
• support vector machines
• time series analysis
• algorithm analysis and problem complexity

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

  Marios Polycarpou

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

  André C. P. L. F. Carvalho

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

  Jeng-Shyang Pan

• Wroclaw University of Technology, Wroclaw, Poland

  Michał Woźniak

• University of Salamanca, Plaza de la Merced S/N, 37008 Salamanca, Spain and University of A Coruna, Escuela Universitaria Politecnica, Departamento de Enxeñeria Industrial, A Coruna, Spain

  Héctor Quintian

• University of Salamanca, Salamanca, Spain

  Emilio Corchado

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