Intelligent Systems Modeling and Simulation II : Machine Learning, Neural Networks, Efficient Numerical Algorithm and Statistical Methods /

This book develops a new system of modeling and simulations based on intelligence system. As we are directly moving from Third Industrial Revolution (IR3.0) to Fourth Industrial Revolution (IR4.0), there are many emergence techniques and algorithm that appear in many sciences and engineering branche...

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Bibliographic Details
Corporate Author:	SpringerLink (Online service)
Other Authors:	Abdul Karim, Samsul Ariffin (Editor)
Format:	eBook
Language:	English
Published:	Cham : Springer International Publishing : Imprint: Springer, 2022.
Edition:	1st ed. 2022.
Series:	Studies in Systems, Decision and Control, 444
Subjects:	Computational intelligence. Education-Data processing. Technical education. Computational Intelligence. Computers and Education. Engineering and Technology Education. Electronic books.
Online Access:	Connect to the full text of this electronic book

Table of Contents:

Introduction
Data-driven Ordinary Differential Equations Model for predicting missing data and forecasting Crude Oil Prices
Efficient iterative approximation for nonlinear porous medium equation with drainage model
The Performance of Logistic Regression and Discriminant Analysis in Spam E-mail Classification
Detecting Structural Breaks and Outliers for Volatility Data via Impulse Indicator Saturation
Index.