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Introduction to Machine Learning with Applications in Information Security
| Hoofdauteur: | |
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| Formaat: | Printed Book |
| Gepubliceerd in: |
Boca Raton
CRC Press, Taylor & Francis Group
2018
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| Reeks: | Chapman & Hall/CRC machine learning & pattern recognition series.
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| Onderwerpen: |
Inhoudsopgave:
- 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.