Introduction to Machine Learning with Applications in Information Security

Podrobná bibliografie
Hlavní autor: Mark Stamp
Médium: Printed Book
Vydáno: Boca Raton CRC Press, Taylor & Francis Group 2018
Edice:Chapman & Hall/CRC machine learning & pattern recognition series.
Témata:
Information networks > Security measures. Machine learning.
Obsah:
  • Introduction
  • A Revealing Introduction to Hidden Markov Models
  • A Full Frontal View of Profile Hidden Markov Models
  • Principal Components of Principal Component Analysis
  • A Reassuring Introduction to Support Vector Machines
  • A Comprehensible Collection of Clustering Concepts
  • Many Mini Topics
  • Data Analysis
  • HMM Applications
  • PHMM Applications
  • PCA Applications
  • SVM Applications
  • Clustering Applications.

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