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© 2020

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

About the editors

Dr. Ioannis Hatzilygeroudis received his Diploma in Mechanical & Electrical Engineering from the National Technical University of Athens (NTUA), Greece; his M.Sc. in Information Technology and his PhD in Artificial Intelligence from the University of Nottingham, UK. Currently he is a Professor at the Department of Computer Engineering and Informatics, University of Patras, Greece. He is an Associate Editor-in-Chief of the International Journal of Artificial Intelligence Tools (IJAIT). He has also been member of the PCs of over 100 AI related conferences. He has published over 120 papers in international journals, edited volumes and proceedings. His main research interests are: artificial intelligence, knowledge representation, expert systems, knowledge engineering, machine learning, intelligent educational systems, intelligent e-learning, sentiment analysis. He is member of IEEE, ACM, AIED Society and the Hellenic Artificial Intelligence society (EETN).

Dr. Isidoros Perikos received his Diploma of Computer Engineer in 2008 and his MSc and Ph.D. in Computer Science from the Department of Computer Engineering and Informatics, University of Patras, in 2010 and 2016 respectively. His main research interests include artificial intelligence, natural language processing, machine learning and affective computing. He has published over 60 papers in international journals, conferences and workshops proceedings. He has participated in several national and European R&D projects. He is a member of IEEE, ACM and the Hellenic Artificial Intelligence society.

Dr. Foteini Grivokostopoulou received her Degree in applied mathematics from the University of Crete in 2006, the MSc in Mathematics of Computation and Decision Making in 2010 from the University of Patras and Ph.D. in Computer Science from the Department of Computer Engineering and Informatics, University of Patras in 2016. She is currently a Post-Doctoral Researcher at the Artificial Intelligence Group of the Department of Computer Engineering and Informatics. Her research interests are in the fields of Artificial Intelligence, Machine Learning, Intelligent Tutoring Systems, Integration of ICT & Semantic Web Technologies in e-Learning and Educational Data Mining. She has published more than 50 papers in international conferences and journals. She is a member of IEEE and the Artificial Intelligence in Education (AIED) Society.

Bibliographic information

  • Book Title Advances in Integrations of Intelligent Methods
  • Book Subtitle Post-workshop volume of the 8th International Workshop CIMA 2018, Volos, Greece, November 2018 (in conjunction with IEEE ICTAI 2018)
  • Editors Ioannis Hatzilygeroudis
    Isidoros Perikos
    Foteini Grivokostopoulou
  • Series Title Smart Innovation, Systems and Technologies
  • Series Abbreviated Title Smart Innovation, Systems and Technologies
  • DOI https://doi.org/10.1007/978-981-15-1918-5
  • Copyright Information Springer Nature Singapore Pte Ltd. 2020
  • Publisher Name Springer, Singapore
  • eBook Packages Intelligent Technologies and Robotics Intelligent Technologies and Robotics (R0)
  • Hardcover ISBN 978-981-15-1917-8
  • Softcover ISBN 978-981-15-1920-8
  • eBook ISBN 978-981-15-1918-5
  • Series ISSN 2190-3018
  • Series E-ISSN 2190-3026
  • Edition Number 1
  • Number of Pages XIV, 161
  • Number of Illustrations 15 b/w illustrations, 45 illustrations in colour
  • Topics Computational Intelligence
    Artificial Intelligence
    Communications Engineering, Networks
  • Buy this book on publisher's site