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Introduction to Machine Learning with Applications in Information Security
Material type:
TextSeries: Chapman & Hall/CRC machine learning & pattern recognition seriesPublication details: Boca Raton CRC Press, Taylor & Francis Group 2018Description: xvii, 345 pages ; 25 cmISBN: - 9781138626782
- 006.3 STA-I
Contents:
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.
| Item type | Current library | Home library | Call number | Status | Date due | Barcode | |
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Book
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Dept. of Computational Biology and Bioinformatics Processing Center | Dept. of Computational Biology and Bioinformatics | 006.3 STA-I (Browse shelf(Opens below)) | Available | DCB3503 |
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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