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

By Samsul Ariffin Abdul Karim

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.

• Format: Hardcover
• Language: English
• ISBN: 3031040279
• ISBN13: 9783031040276
• Release Date: October 2022
• Publisher: Springer
• Length: 695 Pages
• Weight: 2.59 lbs.
• Dimensions: 1.5" x 6.1" x 9.2"