ABSTRACT
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. The primary users of this book will include researchers, academicians, postgraduate students, and specialists in the areas of data science, mathematical modelling, and Artificial Intelligence. It will also serve as a valuable resource for many others in the fields of electrical, computer, and optical engineering.
The key features of this book are:
- Presents development of several real-world problem applications and experimental research in the field of computational statistics and mathematical modelling for Artificial Intelligence
- Examines the evolution of fundamental research into industrialized research and the transformation of applied investigation into real-time applications
- Examines the applications involving analytical and statistical solutions, and provides foundational and advanced concepts for beginners and industry professionals
- Provides a dynamic perspective to the concept of computational statistics for analysis of data and applications in intelligent systems with an objective of ensuring sustainability issues for ease of different stakeholders in various fields
- Integrates recent methodologies and challenges by employing mathematical modeling and statistical techniques for Artificial Intelligence
TABLE OF CONTENTS
part Theme 1|41 pages
Statistics and AI Methods with Applications
part Theme 2|64 pages
Machine Learning-adopted Models
chapter 5|24 pages
Review Analysis of Ride-Sharing Applications Using Machine Learning Approaches
chapter 6|18 pages
Nowcasting of Selected Imports and Exports of Bangladesh
part Theme 3|78 pages
Development of the Forecasting Component to the Decision Support Tools
part Theme 4|72 pages
Socio-economic and Environmental Modelling
part Theme 5|28 pages
Healthcare and Mental Disorder Detection with AIs