Computational Statistical Methodologies and Modeling for Artificial Intelligenc

This Book Covers Computational Statistics-based Approaches For Artificial Intelligence. The Aim Of This Book Is To Provide Comprehensive Coverage Of The Fundamentals Through The Applications Of The Different Kinds Of Mathematical Modelling And Statistical Techniques And Describing Their Applications In Different Artificial Intelligence Systems. Intro -- Preface -- Acknowledgments -- About The Editors -- List Of Contributors -- Theme 1statistics And Ai Methods With Applications -- Chapter 1a Review Of Computational Statistics And Artificial Intelligence Methodologies -- Chapter 2an Improved Random Forest For Classification And Regression Using Dynamic Weighted Scheme -- Chapter 3study Of Computational Statistical Methodologies For Modelling The Evolution Of Covid-19 In India During The Second Wave -- Theme 2 Machine Learning-adopted Models -- Chapter 4distracted Driver Detection Using Image Segmentation And Transfer Learning -- Chapter 5review Analysis Of Ride-sharing Applications Using Machine Learning Approaches: Bangladesh Perspective -- Chapter 6nowcasting Of Selected Imports And Exports Of Bangladesh: Comparison Among Traditional Time Series Model And Machine Learning Models -- Theme 3development Of The Forecasting Component To The Decision Support Tools -- Chapter 7an Intelligent Interview Bot For Candidate Assessment By Using Facial Expression Recognition And Speech Recognition System -- Chapter 8analysis Of Oversampling And Ensemble Learning Methods For Credit Card Fraud Detection -- Chapter 9combining News With Time Series For Stock Trend Prediction -- Chapter 10influencing Project Success Outcomes By Utilising Advanced Statistical Techniques And Ai During The Project Initiating Process -- Theme 4 Socio-economic And Environmental Modelling Theme 5healthcare And Mental Disorder Detection With Ais -- Chapter 11computational Statistical Methods For Uncertainty Assessment In Geoscience -- Chapter 12a Comparison Of Geocomputational Models For Validating Geospatial Distribution Of Water Quality Index -- Chapter 13mathematical Modeling For Socio-economic Development: A Case From Palestine. Chapter 14a Computational Study Based On Tensor Decomposition Models Applied To Screen Autistic Children: High-order Svd, Orthogonal Iteration And Discriminant Analysis Algorithms -- Chapter 15stress-level Detection Using Smartphone Sensors -- Chapter 16antecedents And Inhibitors For Use Of Primary Healthcare: A Case Study Of Mohalla Clinics In Delhi -- Index. Priyanka Harjule [and Three Others]. Includes Index.