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Intelligent Systems: Theory, Research and Innovation in Applications

  • Book
  • © 2020

Overview

Editors:
  1. Ricardo Jardim-Goncalves

    1. Department of Electrical Engineering and Computers, Faculdade de Ciências e Tecnologia, UNINOVA-CTS Centre of Technology and Systems, Universidade Nova de Lisboa, Caparica, Portugal

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  2. Vassil Sgurev

    1. Institute of Information and Communication Technologies, Bulgarian Academy of Sciences, Sofia, Bulgaria

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  3. Vladimir Jotsov

    1. University of Library Studies and Information Technologies, Sofia, Bulgaria

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  4. Janusz Kacprzyk

    1. Systems Research Institute, Polish Academy of Sciences, Warsaw, Poland

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  • Presents a wide range of selected intelligent methods and systems, which have proved to be successful in theory and practice
  • Includes fourteen successful examples of recent advances in the rapidly evolving area of intelligent systems
  • Written by respected experts in the field

Part of the book series: Studies in Computational Intelligence (SCI, volume 864)

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Table of contents (15 chapters)

  1. Front Matter

    Pages i-xii
    Download chapter PDF

  2. Interpretable Convolutional Neural Networks Using a Rule-Based Framework for Classification

    • Zhen Xi, George Panoutsos
    Pages 1-24

  3. A Domain Specific ESA Method for Semantic Text Matching

    • Luca Mazzola, Patrick Siegfried, Andreas Waldis, Florian Stalder, Alexander Denzler, Michael Kaufmann
    Pages 25-49

  4. Smart Manufacturing Systems: A Game Theory based Approach

    • Dorothea Schwung, Jan Niclas Reimann, Andreas Schwung, Steven X. Ding
    Pages 51-69

  5. Ensembles of Cluster Validation Indices for Label Noise Filtering

    • Jan Kohstall, Veselka Boeva, Lars Lundberg, Milena Angelova
    Pages 71-98

  6. Interpretation, Modeling, and Visualization of Crowdsourced Road Condition Data

    • Pekka Sillberg, Mika Saari, Jere Grönman, Petri Rantanen, Markku Kuusisto
    Pages 99-119

  7. A New Network Flow Platform for Building Artificial Neural Networks

    • Vassil Sgurev, Stanislav Drangajov, Vladimir Jotsov
    Pages 121-138

  8. Empowering SMEs with Cyber-Physical Production Systems: From Modelling a Polishing Process of Cutlery Production to CPPS Experimentation

    • José Ferreira, Fábio Lopes, Guy Doumeingts, João Sousa, João P. Mendonça, Carlos Agostinho et al.
    Pages 139-177

  9. Intelligent Approach for Analysis of 3D Digitalization of Planer Objects for Visually Impaired People

    • Dimitar Karastoyanov, Lyubka Doukovska, Galia Angelova, Ivan Yatchev
    Pages 179-202

  10. Semantically Enriched Multi-level Sequential Pattern Mining for Exploring Heterogeneous Event Log Data

    • Pierre Dagnely, Tom Ruette, Tom Tourwé, Elena Tsiporkova
    Pages 203-222

  11. One Class Classification Based Anomaly Detection for Marine Engines

    • Edward Smart, Neil Grice, Hongjie Ma, David Garrity, David Brown
    Pages 223-245

  12. Enhanced Methodologies in Photovoltaic Production with Energy Storage Systems Integrating Multi-cell Lithium-Ion Batteries

    • J. B. L. Fermeiro, J. A. N. Pombo, R. L. Velho, G. Calvinho, M. R. C. Rosário, S. J. P. S. Mariano
    Pages 247-274

  13. Mobility in the Era of Digitalization: Thinking Mobility as a Service (MaaS)

    • Luís Barreto, António Amaral, Sara Baltazar
    Pages 275-293

  14. Fuzzy Modelling Methodologies Based on OKID/ERA Algorithm Applied to Quadrotor Aerial Robots

    • Jorge Sampaio Silveira Júnior, Edson Bruno Marques Costa
    Pages 295-317

  15. A Generic Architecture for Cyber-Physical-Social Space Applications

    • Stanimir Stoyanov, Todorka Glushkova, Asya Stoyanova-Doycheva, Jordan Todorov, Asya Toskova
    Pages 319-343

  16. Analysis of Data Exchanges, Towards a Tooled Approach for Data Interoperability Assessment

    • Nawel Amokrane, Jannik Laval, Philippe Lanco, Mustapha Derras, Nejib Moala
    Pages 345-363
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Keywords

About this book

From artificial neural net / game theory / semantic applications, to modeling tools, smart manufacturing systems, and data science research – this book offers a broad overview of modern intelligent methods and applications of machine learning, evolutionary computation, Industry 4.0 technologies, and autonomous agents leading to the Internet of Things and potentially a new technological revolution. Though chiefly intended for IT professionals, it will also help a broad range of users of future emerging technologies adapt to the new smart / intelligent wave. 
In separate chapters, the book highlights fourteen successful examples of recent advances in the rapidly evolving area of intelligent systems. Covering major European projects paving the way to a serious smart / intelligent collaboration, the chapters explore e.g. cyber-security issues, 3D digitization, aerial robots, and SMEs that have introduced cyber-physical production systems. Taken together, they offer unique insights into contemporary artificial intelligence and its potential for innovation.

Editors and Affiliations

  • Department of Electrical Engineering and Computers, Faculdade de Ciências e Tecnologia, UNINOVA-CTS Centre of Technology and Systems, Universidade Nova de Lisboa, Caparica, Portugal

    Ricardo Jardim-Goncalves

  • Institute of Information and Communication Technologies, Bulgarian Academy of Sciences, Sofia, Bulgaria

    Vassil Sgurev

  • University of Library Studies and Information Technologies, Sofia, Bulgaria

    Vladimir Jotsov

  • Systems Research Institute, Polish Academy of Sciences, Warsaw, Poland

    Janusz Kacprzyk

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