Fuzzy Logic-Based Software Systems

• Record Nr.: UNINA9910751390303321
• Autore: Chrysafiadi Konstantina
• Pubbl/distr/stampa: Cham : , : Springer International Publishing AG, , 2023; ©2023
• ISBN: 9783031444579; 9783031444562
• Edizione: [1st ed.]
• Descrizione fisica: 1 online resource (187 pages)
• Collana: Learning and Analytics in Intelligent Systems Series ; ; v.34
• Lingua di pubblicazione: Inglese
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Nota di contenuto: Intro -- Series Editors' Foreword -- Bibliography -- Preface -- References -- Contents -- Abbreviations -- 1 Fuzzy Logic -- 1.1 Introduction -- 1.1.1 Fuzzy Sets and Basic Concepts -- 1.1.2 Basic Operations of the Fuzzy Sets -- 1.1.3 Relationships Between Fuzzy Sets -- 1.2 Fuzzy Inference System -- 1.2.1 Mamdani Fuzzy Inference System -- 1.2.2 Takagi-Sugeno Fuzzy Inference System -- 1.2.3 Differences Between Mandani FIS and Takagi-Sugeno FIS -- Reference -- 2 The Role of Fuzzy Logic in Artificial Intelligence and Smart Applications -- 2.1 Fuzzy C-means -- 2.2 Adaptive Neuro Fuzzy Inference System -- 3 Fuzzy Logic-Based Software Systems -- 3.1 Fuzzy Logic-Based Medical Systems -- 3.1.1 Examples of Fuzzy Diagnostic Medical Systems -- 3.1.2 Examples of Fuzzy Medical Image Analysis and/or Segmentation -- 3.2 Fuzzy Logic-Based Tutoring Systems -- 3.2.1 Fuzzy-Based Student Models -- 3.2.2 Fuzzy Logic for Student's Performance Prediction -- 3.2.3 Fuzzy Logic for Student's Performance Evaluation -- 3.2.4 Fuzzy Logic for Adaptive Assessment -- 3.3 Decision Making Support and Recommended Fuzzy Logic-Based Systems -- 3.4 Fuzzy Logic-Based Natural Language Processing Systems -- 3.5 Fuzzy Logic in Automotive Systems -- 3.6 Scheduling, Network Traffic and Security Fuzzy Logic-Based Software Systems -- 3.6.1 Fuzzy Logic in Task Scheduling -- 3.6.2 Fuzzy Logic in Network Traffic Management -- 3.6.3 Fuzzy Logic in Computer Security -- 3.7 ; Fuzzy Logic-Based Navigation Software Systems -- 3.8 Fuzzy Logic-Based Heating, Ventilation and Air Conditioning (HVAC) Systems -- References -- 4 Comparative Discussion -- 4.1 Fields of Application of Fuzzy Logic -- 4.2 Published Scientific Works Concerning the Use of Fuzzy Logic in Expert Systems in Several Fields -- 4.3 Fuzzy Logic Techniques and Methods that are Used in Systems in Several Fields.; 5 Conclusions and Discussion -- Appendix A Examples of Fuzzy Logic−Based Systems in Several Areas.