Modeling in Mathematics
About this book
Modeling in Mathematics deals with the concept of modeling in the field of mathematics. It includes a statistical and spectral model for representing noisy sounds with short-time sinusoids, robust Bayesian regularized estimation based on regression model and robust quadratic regression and its application to energy-growth consumption problem. This book also discusses about intuitionistic fuzzy weighted linear regression model with fuzzy entropy under linear restrictions, a hybrid approach of stepwise regression, logistic regression, support vector machine, and decision tree for forecasting fraudulent financial statements, dynamical analysis in explicit continuous iteration algorithm and its applications, dynamical analysis and chaos control of a discrete sis epidemic model, electricity market stochastic dynamic model and its mean stability analysis and using artificial neural networks to predict direct solar irradiation.
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Information
Table of contents
- Cover
- Title Page
- Copyright
- DECLARATION
- ABOUT THE EDITOR
- TABLE OF CONTENTS
- List of Contributors
- List of Abbreviations
- Preface
- Chapter 1 A Statistical and Spectral Model for Representing Noisy Sounds with Short-Time Sinusoids
- Chapter 2 Robust Bayesian Regularized Estimation Based on Regression Model
- Chapter 3 Robust Quadratic Regression and Its Application to Energy-Growth Consumption Problem
- Chapter 4 Intuitionistic Fuzzy Weighted Linear Regression Model with Fuzzy Entropy under Linear Restrictions
- Chapter 5 A New Method of Hypothesis Test for Truncated Spline Nonparametric Regression Influenced by Spatial Heterogeneity and Application
- Chapter 6 A Hybrid Approach of Stepwise Regression, Logistic Regression, Support Vector Machine, and Decision Tree for Forecasting Fraudulent Financial Statements
- Chapter 7 Dynamical Analysis in Explicit Continuous Iteration Algorithm and its Applications
- Chapter 8 A New Stability Analysis of Uncertain Delay Differential Equations
- Chapter 9 Dynamical Analysis and Chaos Control of a Discrete SIS Epidemic Model
- Chapter 10 Applications of Parameterized Nonlinear Ordinary Differential Equations and Dynamic Systems: An Example of the Taiwan Stock Index
- Chapter 11 Electricity Market Stochastic Dynamic Model and Its Mean Stability Analysis
- Chapter 12 Using Artificial Neural Networks to Predict Direct Solar Irradiation
- Chapter 13 Modeling of Relative Intensity Noise And Terminal Electrical Noise of Semiconductor Lasers Using Artificial Neural Network
- Chapter 14 Quantum-Like Bayesian Networks for Modeling Decision Making
- Index
- Back Cover
