Learning Systems: From Theory to Practice

1. Front Matter

   Pages i-xii

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2. From von Neumann Architecture and Atanasoffs ABC to Neuro-Morphic Computation and Kasabov’s NeuCube: Principles and Implementations

   • Neelava Sengupta, Josafath Israel Espinosa Ramos, Enmei Tu, Stefan Marks, Nathan Scott, Jakub Weclawski et al.

   Pages 1-28

3. Applications of Computational Intelligence in Industrial and Environmental Scenarios

   • Ruggero Donida Labati, Angelo Genovese, Enrique Muñoz, Vincenzo Piuri, Fabio Scotti

   Pages 29-46

4. Real, Imaginary and Complex Sets

   • Vassil Sgurev

   Pages 47-59

5. Intercriteria Analysis over Patterns

   • Krassimir Atanassov

   Pages 61-71

6. From Primary to Conventional Science

   • Boris Stilman

   Pages 73-116

7. Intelligent Two-Level Optimization and Model Predictive Control of Degrading Plants

   • Mincho Hadjiski, Alexandra Grancharova, Kosta Boshnakov

   Pages 117-134

8. Collaborative Clustering: New Perspective to Rank Factor Granules

   • Shihu Liu, Xiaozhou Chen, Patrick S. P. Wang

   Pages 135-148

9. Learning Through Constraint Applications

   • Vladimir Jotsov, Pepa Petrova, Evtim Iliev

   Pages 149-178

10. Autonomous Flight Control and Precise Gestural Positioning of a Small Quadrotor

    • Nikola G. Shakev, Sevil A. Ahmed, Andon V. Topalov, Vasil L. Popov, Kostadin B. Shiev

    Pages 179-197

11. Introduction to the Theory of Randomized Machine Learning

    • Yuri S. Popkov, Yuri A. Dubnov, Alexey Y. Popkov

    Pages 199-220

12. Grid-Type Fuzzy Models for Performance Evaluation and Condition Monitoring of Photovoltaic Systems

    • Gancho Vachkov, Valentin Stoyanov

    Pages 221-250

13. Intelligent Control of Uncertain Switched Nonlinear Plants: NFG Optimum Control Synthesis via Switched Fuzzy Time-Delay Systems

    • Georgi M. Dimirovski, Jinming Luo, Huakuo Li

    Pages 251-266

14. Multidimensional Intuitionistic Fuzzy Quantifiers and Level Operators

    • Krassimir Atanassov, Ivan Georgiev, Eulalia Szmidt, Janusz Kacprzyk

    Pages 267-280

15. Data Processing and Harmonization for Intelligent Transportation Systems: An Application Scenario on Highway Traffic Flows

    • Paulo Figueiras, Guilherme Guerreiro, Ricardo Silva, Ruben Costa, Ricardo Jardim-Gonçalves

    Pages 281-301

By presenting the latest advances in fuzzy sets and computing with words from around the globe, this book disseminates recent innovations in advanced intelligent technologies and systems. From intelligent control and intuitionistic fuzzy quantifiers to various data science and industrial applications, it includes a wide range of valuable lessons learned and ideas for future intelligent products and systems.

• Learning Systems
• Fuzzy Sets
• Computing with Words
• Machine Learning
• Intelligent Systems

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

  Vassil Sgurev

• Department of Computer Science, Università degli Studi di Milano, Crema, Italy

  Vincenzo Piuri

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

  Vladimir Jotsov

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