Mark Stamp

Introduction to Machine Learning with Applications in Information Security - Boca Raton CRC Press, Taylor & Francis Group 2018 - xvii, 345 pages ; 25 cm. - Chapman & Hall/CRC machine learning & pattern recognition series. .

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.

9781138626782


Information networks -- Security measures. Machine learning.

006.3 STA-I