… study; machine learning tecniques used biometric authentication and identification process
for security perspective were examined in detail, recent studies based on machine learning …

… In this regard, machinelearning methods are useful in selecting … of some machine learning
approaches for biometric features dealing and decision making on different types of biometric …

… , biometric systems have been evolved as a revolutional security systems in pattern recognition
and E-systems [222]. Biometric … Basically the word biometric is the amalgamation of two …

… on biometrics and machine learning in … machine learning algorithms to biometrics as well.
We divided the book into two parts: Biometrics (Part I), and Machine Learning for Biometrics (…

… , which will be built upon through the remainder of the book as we demonstrate, via the
application of powerful machine learning techniques and the levels of gait recognition …

… techniques for behavioral-based biometric authentication. Figure 2 shows the various machine
learning techniques … Supervised machine learning can be used to classify the data much …

… of advance machine learning approach, the authors introduce an automatic biometric-based …
of Machine and Deep Learning Techniques for Cyber Security” reviews the practicality of …

… But what is deep learning? Deep learning (DL) is a paradigm of machine learning algorithm
which main feature is the ability of using multiple layers to extract higher features the deeper …

… Today, machine learning techniques, together with advances … big data, machine learning
techniques have been regarded … related to deep learning techniques for biometric big data. …

… phase are fed to popular machine learning techniques, such as support vector machine
and random forest (RF) classifiers, for automatic biometric human recognition. Classifier …