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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Detaylı Bibliyografya
Yazar: Zielesny, Achim (Yazar)
Müşterek Yazar: SpringerLink (Online service)
Materyal Türü: e-Kitap
Dil:İngilizce
Baskı/Yayın Bilgisi: Cham : Springer International Publishing : Imprint: Springer, 2016.
Edisyon:2nd ed. 2016.
Seri Bilgileri:Intelligent Systems Reference Library, 109
Konular:
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 Erişim:Full-text access
OPAC'ta görüntüle
İçindekiler:
  • Introduction
  • Curve Fitting
  • Clustering
  • Machine Learning
  • Discussion
  • CIP -Computational Intelligence Packages.

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