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Advances in Integrations of Intelligent Methods

Post-workshop volume of the 8th International Workshop CIMA 2018, Volos, Greece, November 2018 (in conjunction with IEEE ICTAI 2018)

  • Ioannis Hatzilygeroudis
  • Isidoros Perikos
  • Foteini Grivokostopoulou
Book

Part of the Smart Innovation, Systems and Technologies book series (SIST, volume 170)

Table of contents

  1. Front Matter
    Pages i-xiv
  2. Kostas Kolomvatsos, Christos Anagnostopoulos
    Pages 27-48
  3. Pantelis Linardatos, Sotiris Kotsiantis
    Pages 49-63
  4. Iosif Mporas, Isidoros Perikos, Michael Paraskevas
    Pages 85-98
  5. Erich C. Teppan, Giacomo Da Col
    Pages 121-140
  6. Bin Wang, Shutao Zhang, Hongxiang Xu, Zhizheng Zhang, Wei Wu, Chenglong He et al.
    Pages 141-161

About this book

Introduction

This book presents a number of research efforts in combining AI methods or techniques to solve complex problems in various areas. The combination of different intelligent methods is an active research area in artificial intelligence (AI), since it is believed that complex problems can be more easily solved with integrated or hybrid methods, such as combinations of different  soft computing methods (fuzzy logic, neural networks, and evolutionary algorithms) among themselves or with hard AI technologies like logic and rules; machine learning with soft computing and classical AI methods; and agent-based approaches with logic and non-symbolic approaches. Some of the combinations are already extensively used, including neuro-symbolic methods, neuro-fuzzy methods, and methods combining rule-based and case-based reasoning. However, other combinations are still being investigated, such as those related to the semantic web, deep learning and swarm intelligence algorithms. Most are connected with specific applications, while the rest are based on principles.

Keywords

Combination of Intelligent Methods Hybrid-intelligent Systems Integrated-intelligent Systems Hybrid-knowledge Representation Hybrid-intelligent Methods Integrated Intelligent Methods

Editors and affiliations

  • Ioannis Hatzilygeroudis
    • 1
  • Isidoros Perikos
    • 2
  • Foteini Grivokostopoulou
    • 3
  1. 1.Department of Computer Engineering and Informatics, School of EngineeringUniversity of PatrasPatrasGreece
  2. 2.Department of Computer Engineering and InformaticsUniversity of PatrasPatrasGreece
  3. 3.Department of Computer Engineering and InformaticsUniversity of PatrasPatrasGreece

Bibliographic information