Soft Computing with NeuroFuzzy systems
Soft Computing with NeuroFuzzy systems [electronic resource].
- Ashland : Arcler Press, 2020.
- 1 online resource (337 p.)
Description based upon print version of record.
References.
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
1774079828 9781774079829
Soft computing.
Neural networks (Computer science)
Fuzzy systems.
Electronic books.
QA76.9.S63
006.3 (
Description based upon print version of record.
References.
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
1774079828 9781774079829
Soft computing.
Neural networks (Computer science)
Fuzzy systems.
Electronic books.
QA76.9.S63
006.3 (