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Hybrid Artificial Intelligent Systems

11th International Conference, HAIS 2016, Seville, Spain, April 18-20, 2016, Proceedings

  • Conference proceedings
  • © 2016

Overview

Editors:
  1. Francisco Martínez-Álvarez

    1. Universidad Pablo de Olavide, Sevilla, Spain

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  2. Alicia Troncoso

    1. Universidad Pablo de Olavide, Sevilla, Spain

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  3. Héctor Quintián

    1. University of Salamanca, Salamanca, Spain

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  4. Emilio Corchado

    1. University of Salamanca, Salamanca, Spain

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 9648)

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

Included in the following conference series:

Conference proceedings info: HAIS 2016.

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Table of contents (63 papers)

  1. Bio-inspired Models and Evolutionary Computation

    1. Application of Genetic Algorithms and Heuristic Techniques for the Identification and Classification of the Information Used by a Recipe Recommender

      • Cristian Peñaranda, Soledad Valero, Vicente Julian, Javier Palanca
      Pages 201-212

    2. A New Visualization Tool in Many-Objective Optimization Problems

      • Roozbeh Haghnazar Koochaksaraei, Rasul Enayatifar, Frederico Gadelha Guimarães
      Pages 213-224

    3. A Novel Adaptive Genetic Algorithm for Mobility Management in Cellular Networks

      • Zakaria Abd El Moiz Dahi, Chaker Mezioud, Enrique Alba
      Pages 225-237

    4. Bio-Inspired Algorithms and Preferences for Multi-objective Problems

      • Daniel Cinalli, Luis Martí, Nayat Sanchez-Pi, Ana Cristina Bicharra Garcia
      Pages 238-249

    5. Assessment of Multi-Objective Optimization Algorithms for Parametric Identification of a Li-Ion Battery Model

      • Yuviny Echevarría, Luciano Sánchez, Cecilio Blanco
      Pages 250-260

    6. Comparing ACO Approaches in Epilepsy Seizures

      • Paula Vergara, José R. Villar, Enrique de la Cal, Manuel Menéndez, Javier Sedano
      Pages 261-272

    7. Estimating the Maximum Power Delivered by Concentrating Photovoltaics Technology Through Atmospheric Conditions Using a Differential Evolution Approach

      • Cristobal J. Carmona, F. Pulgar, Antonio Jesús Rivera-Rivas, Maria Jose del Jesus, J. Aguilera
      Pages 273-282

    8. A Hybrid Bio-inspired ELECTRE Approach for Decision Making in Purchasing Agricultural Equipment

      • Dragan Simić, Jovana Gajić, Vladimir Ilin, Vasa Svirčević, Svetlana Simić
      Pages 283-295

  2. Learning Algorithms

    1. Front Matter

      Pages 297-297
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    2. Evaluating the Difficulty of Instances of the Travelling Salesman Problem in the Nearby of the Optimal Solution Based on Random Walk Exploration

      • Miguel Cárdenas-Montes
      Pages 299-310

    3. A Nearest Hyperrectangle Monotonic Learning Method

      • Javier García, José-Ramón Cano, Salvador García
      Pages 311-322

    4. Knowledge Modeling by ELM in RL for SRHT Problem

      • Jose Manuel Lopez-Guede, Asier Garmendia, Manuel Graña
      Pages 323-331

    5. Can Metalearning Be Applied to Transfer on Heterogeneous Datasets?

      • Catarina Félix, Carlos Soares, Alípio Jorge
      Pages 332-343

    6. Smart Sketchpad: Using Machine Learning to Provide Contextually Relevant Examples to Artists

      • Michael Fischer, Monica Lam
      Pages 344-352

    7. An Analysis of the Hardness of Novel TSP Iberian Instances

      • Gloria Cerasela Crişan, Camelia-M. Pintea, Petrică Pop, Oliviu Matei
      Pages 353-364

    8. A Data Structure to Speed-Up Machine Learning Algorithms on Massive Datasets

      • Francisco Padillo, J. M. Luna, Alberto Cano, Sebastián Ventura
      Pages 365-376

    9. A Sensory Control System for Adjusting Group Emotion Using Bayesian Networks and Reinforcement Learning

      • Jun-Ho Kim, Ki-Hoon Kim, Sung-Bae Cho
      Pages 377-388

  3. Video and Image

    1. Front Matter

      Pages 389-389
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    2. Identification of Plant Textures in Agricultural Images by Principal Component Analysis

      • Martín Montalvo, María Guijarro, José Miguel Guerrero, Ángela Ribeiro
      Pages 391-401

    3. Automatic Image-Based Method for Quantitative Analysis of Photosynthetic Cell Cultures

      • Alzbeta Vlachynska, Jan Cerveny, Vratislav Cmiel, Tomas Turecek
      Pages 402-413
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  1. Hybrid Artificial Intelligent Systems

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About this book

This volume constitutes the refereed proceedings of the 11th International Conference on Hybrid Artificial Intelligent Systems, HAIS 2016, held in Seville, Spain, in April 2016.

The 63 full papers published in this volume were carefully reviewed and selected from 150 submissions. They are organized in topical sections on data mining and knowledge discovery; time series; bio-inspired models and evolutionary computation; learning algorithms; video and image; classification and cluster analysis; applications; bioinformatics; and hybrid intelligent systems for data mining and applications.

Editors and Affiliations

  • Universidad Pablo de Olavide, Sevilla, Spain

    Francisco Martínez-Álvarez, Alicia Troncoso

  • University of Salamanca, Salamanca, Spain

    Héctor Quintián, Emilio Corchado

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