From Curve Fitting to Machine Learning An Illustrative Guide to Scientific Data Analysis and Computational Intelligence /

• Main Author: Zielesny, Achim (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2016.
• Edition: 2nd ed. 2016.
• Series: Intelligent Systems Reference Library, 109
• Subjects: Computer science.; Big data.; Data mining.; Artificial intelligence.; Mathematical optimization.; Applied mathematics.; Engineering mathematics.; Computer Science.; Artificial Intelligence (incl. Robotics).; Appl.Mathematics/Computational Methods of Engineering.; Data Mining and Knowledge Discovery.; Big Data/Analytics.; Optimization.

This successful book provides in its second edition an interactive and illustrative guide from two-dimensional curve fitting to multidimensional clustering and machine learning with neural networks or support vector machines. Along the way topics like mathematical optimization or evolutionary algori...

Table of Contents:

• Introduction
• Curve Fitting
• Clustering
• Machine Learning
• Discussion
• CIP -Computational Intelligence Packages.