Soft Computing with NeuroFuzzy systems

Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Pehcevski, Jovan
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Ashland : Arcler Press, 2020.
Temas:
Soft computing.
Neural networks (Computer science)
Fuzzy systems.
Neural Networks, Computer
Informatique douce.
Réseaux neuronaux (Informatique)
Systèmes flous.
Acceso en línea:Texto completo
Tabla de Contenidos:
  • Cover
  • Copyright
  • DECLARATION
  • ABOUT THE EDITOR
  • TABLE OF CONTENTS
  • List of Contributors
  • List of Abbreviations
  • Preface
  • Section 1 Intelligent Neuro-fuzzy Methods
  • Chapter 1 Fuzzy-Neuro Model for Intelligent Credit Risk Management
  • Abstract
  • Introduction
  • The Fuzzy Logic And Neural Networks Algorithms
  • Hybrid Fuzzy Logic-Neural Network (HFNN) Model For Intelligent Credit Risk Management
  • Experiment Results
  • Discussion And Analysis Of Results
  • Conclusions And Recommendations
  • References
  • Chapter 2 Method to Improve Airborne Pollution Forecasting by Using Ant Colony Optimization and Neuro-Fuzzy Algorithms
  • Abstract
  • Introduction
  • Methodology
  • Results And Discussion
  • Conclusions
  • Acknowledgements
  • References
  • Chapter 3 A TSK-Type Recurrent Neuro-Fuzzy Systems for Fault Prognosis
  • Abstract
  • Introduction
  • Temporal Neuro-Fuzzy Systems
  • Prognostics Process
  • Experimental Results
  • Conclusion
  • References
  • Chapter 4 A Neuro-Fuzzy Model for QoS Based Selection of Web Service
  • Abstract
  • Introduction
  • Qos Properties Of Web Service
  • Related Work
  • Refinement Of The Framework
  • Comments And Recommendations
  • Conclusions
  • References
  • Section 2 Adaptive Neuro-Fuzzy Systems
  • Chapter 5 Adaptive Neuro-Fuzzy Logic System for Heavy Metal Sorption in Aquatic Environments
  • Abstract
  • Introduction
  • Methodology
  • Adaptive Neuro-Fuzzy Inference System (Anfis)
  • Simulation And Forecasting
  • Conclusion
  • Acknowledgements
  • References
  • Chapter 6 Automatic Heart Disease Diagnosis System Based on Artificial Neural Network (ANN) and Adaptive Neuro-Fuzzy Inference Systems (ANFIS) Approaches
  • Abstract
  • Introduction
  • Related Works
  • Research Algorithms And Concepts
  • Automatic Heart Disease Diagnosis System's Design And Implementation.83
  • Experimental Results And Analysis
  • Conclusion And Future Work
  • References
  • Chapter 7 Reliability Estimation of Services Oriented Systems Using Adaptive Neuro Fuzzy Inference System
  • Abstract
  • Introduction
  • Related Work
  • Discussion And Research Approach
  • Result And Discussion
  • Conclusion And Future Work
  • References
  • Chapter 8 Prediction of Soil Fractions (Sand, Silt and Clay) in Surface Layer Based on Natural Radionuclides Concentration in the Soil Using Adaptive Neuro Fuzzy Inference System
  • Abstract
  • Introduction
  • Materials And Methods
  • Results And Discussion
  • Conclusion
  • Acknowledgements
  • References
  • Section 3 Neuro-Fuzzy Inference Systems
  • Chapter 9 Adaptive Neuro-Fuzzy Inference System for Prediction of Effective Thermal Conductivity of Polymer-Matrix Composites
  • Abstract
  • Introduction
  • Adaptive Neuro-Fuzzy Inference System (Anfis)
  • Results And Discussion
  • Conclusion

Ejemplares similares