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

• Κύριος συγγραφέας: Zielesny, Achim (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2011.
• Σειρά: Intelligent Systems Reference Library, 18
• Θέματα: Engineering.; Artificial intelligence.; Applied mathematics.; Engineering mathematics.; Computational intelligence.; Computational Intelligence.; Artificial Intelligence (incl. Robotics).; Appl.Mathematics/Computational Methods of Engineering.

The analysis of experimental data is at heart of science from its beginnings. But it was the advent of digital computers that allowed the execution of highly non-linear and increasingly complex data analysis procedures - methods that were completely unfeasible before. Non-linear curve fitting, clust...

Πίνακας περιεχομένων:

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