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Advances in Artificial Intelligence-based Technologies

Selected Papers in Honour of Professor Nikolaos G. Bourbakis—Vol. 1

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  • © 2022

Overview

Editors:
  1. Maria Virvou

    1. Department of Informatics, University of Piraeus, Piraeus, Greece

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  2. George A. Tsihrintzis

    1. Department of Informatics, University of Piraeus, Piraeus, Greece

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  3. Lefteri H. Tsoukalas

    1. Director of Applied Intelligent Systems Laboratory, Department of Nuclear Engineering, Purdue University, West Lafayette, USA

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  4. Lakhmi C. Jain

    1. KES International, Shoreham-by-Sea, UK

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  • Presents recent research on Artificial Intelligence based Technologies
  • Presents Selected Papers in Honour of Professor Nikolaos G. Bourbakis – Vol. 1
  • Written by experts in the field

Part of the book series: Learning and Analytics in Intelligent Systems (LAIS, volume 22)

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Table of contents (12 chapters)

  1. Front Matter

    Pages i-xii
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  2. Introduction to Advances in Artificial Intelligence-Based Technologies

    • Maria Virvou, George A. Tsihrintzis, Lefteri H. Tsoukalas, Lakhmi C. Jain
    Pages 1-5

  3. Advances in Artificial Intelligence Tools and Methodologies

    1. Front Matter

      Pages 7-7
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    2. Synthesizing 2D Ground Images for Maps Creation and Detecting Texture Patterns

      • K. Michalopoulos, G. Bebis, N. Bourbakis
      Pages 9-24

    3. Affective Computing: An Introduction to the Detection, Measurement, and Current Applications

      • Geoffrey Gaudi, Bill Kapralos, K. C. Collins, Alvaro Quevedo
      Pages 25-43

    4. A Database Reconstruction Approach for the Inverse Frequent Itemset Mining Problem

      • Panteleimon Krasadakis, Evangelos Sakkopoulos, Vassilios S. Verykios
      Pages 45-58

    5. A Rough Inference Software System for Computer-Assisted Reasoning

      • Zbigniew KokosiĹ„ski, Kacper Jaworski
      Pages 59-76

  4. Advances in Artificial Intelligence-based Applications and Services

    1. Front Matter

      Pages 77-77
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    2. Context Representation and Reasoning in Robotics-An Overview

      • Konstantinos Dimitropoulos, Ioannis Hatzilygeroudis
      Pages 79-92

    3. Smart Tourism and Artificial Intelligence: Paving the Way to the Post-COVID-19 Era

      • Aristea Kontogianni, Efthimios Alepis, Constantinos Patsakis
      Pages 93-109

    4. Challenges and AI-Based Solutions for Smart Energy Consumption in Smart Cities

      • Miltiadis Alamaniotis
      Pages 111-124

    5. How to Make Different Thinking Profiles Visible Through Technology: The Potential for Log File Analysis and Learning Analytics

      • GyöngyvĂ©r Molnár
      Pages 125-145

    6. AI in Consumer Behavior

      • Dimitris C. Gkikas, Prokopis K. Theodoridis
      Pages 147-176

  5. Theoretical Advances in Computation and System Modeling

    1. Front Matter

      Pages 177-177
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    2. Coupled Oscillator Networks for von Neumann and Non-von Neumann Computing

      • Michele Bonnin, Fabio Lorenzo Traversa, Fabrizio Bonani
      Pages 179-207

    3. Design and Implementation in a New Approach of Non-minimal State Space Representation of a MIMO Model Predictive Control Strategy-Case Study and Performance Analysis

      • Roxana-Elena Tudoroiu, Mohammed Zaheeruddin, Sorin Mihai Radu, Dumitru Dan Burdescu, Nicolae Tudoroiu
      Pages 209-237
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Keywords

About this book

With the 4th Industrial Revolution ongoing and human societal organization being restructured into, so-called, “Society 5.0”, the field of Artificial Intelligence and related technologies is growing continuously and rapidly, developing in both itself and towards applications in many other disciplines. Researchers worldwide aim at incorporating cognitive abilities into machines, such as learning and problem solving. When machines and software systems have been enhanced with Artificial Intelligence components, they become better and more efficient at performing tasks. Consequently, Artificial Intelligence stands out as a research discipline due to its worldwide pace of growth in both theoretical advances and areas of application, while achieving very high rates of success and promising major impact in science, technology and society. 

The book at hand aims at exposing its readers to some of the most significant Advances in Artificial IntelligenceTheory, Tools and Methodologies as well as Artificial Intelligence-based Applications and Services. The book consists of an editorial note and an additional eleven (11) chapters, all invited from authors who work on the corresponding chapter theme and are recognized for their significant research contributions. In more detail, the chapters in the book are organized into three parts, namely (i) Advances in Artificial Intelligence Tools and Methodologies, (ii) Advances in Artificial Intelligence-based Applications and Services, and (iii) Theoretical Advances in Computation and System Modeling. 

This research book is directed towards professors, researchers, scientists, engineers and students in Artificial Intelligence-related disciplines. It is also directed towards readers who come from other disciplines and are interested in becoming versed in some of the most recent Artificial Intelligence-based technologies. An extensive list of bibliographic references at the end of each chapter guides the readers to probe further into the application areas of interest to them.


Reviews

“The trilogy is useful to either the specialized researcher seeking information on specific sub areas within these disciplines or the newcomer who seeks to get involved in these disciplines. … I warmly congratulate the editors for their superb work. I highly and wholeheartedly recommend the trilogy to professors, graduate students, practitioners and other specialists in artificial intelligence-based technologies and assistive technologies, and to general readers, all of whom, I am sure, will benefit greatly from it in their research endeavor.” (Du Zhang, Intelligent Decision Technologies, Vol. 16 (1), 2022)

Editors and Affiliations

  • Department of Informatics, University of Piraeus, Piraeus, Greece

    Maria Virvou, George A. Tsihrintzis

  • Director of Applied Intelligent Systems Laboratory, Department of Nuclear Engineering, Purdue University, West Lafayette, USA

    Lefteri H. Tsoukalas

  • KES International, Shoreham-by-Sea, UK

    Lakhmi C. Jain

Bibliographic Information

  • Book Title: Advances in Artificial Intelligence-based Technologies

  • Book Subtitle: Selected Papers in Honour of Professor Nikolaos G. Bourbakis—Vol. 1

  • Editors: Maria Virvou, George A. Tsihrintzis, Lefteri H. Tsoukalas, Lakhmi C. Jain

  • Series Title: Learning and Analytics in Intelligent Systems

  • DOI: https://doi.org/10.1007/978-3-030-80571-5

  • Publisher: Springer Cham

  • eBook Packages: Intelligent Technologies and Robotics, Intelligent Technologies and Robotics (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2022

  • Hardcover ISBN: 978-3-030-80570-8Published: 03 October 2021

  • Softcover ISBN: 978-3-030-80573-9Published: 03 October 2022

  • eBook ISBN: 978-3-030-80571-5Published: 02 October 2021

  • Series ISSN: 2662-3447

  • Series E-ISSN: 2662-3455

  • Edition Number: 1

  • Number of Pages: XII, 237

  • Number of Illustrations: 27 b/w illustrations, 53 illustrations in colour

  • Topics: Computational Intelligence, Artificial Intelligence

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