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

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...

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Bibliographic Details
Main Author: Zielesny, Achim (Author)
Corporate Author: SpringerLink (Online service)
Format: e-Book
Language:English
Published: Cham : Springer International Publishing : Imprint: Springer, 2016.
Edition:2nd ed. 2016.
Series:Intelligent Systems Reference Library, 109
Subjects:
Artificial intelligence.
Engineering mathematics.
Engineering > Data processing.
Data mining.
Quantitative research.
Mathematical optimization.
Artificial Intelligence.
Mathematical and Computational Engineering Applications.
Data Mining and Knowledge Discovery.
Data Analysis and Big Data.
Optimization.
Online Access:Full-text access
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Table of Contents:
  • Introduction
  • Curve Fitting
  • Clustering
  • Machine Learning
  • Discussion
  • CIP -Computational Intelligence Packages.

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