Ergebnisse für: Advanced Learning Methods

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Buch Cover Advanced Learning Analytics Methods
Advanced Learning Analytics Methods

Springer International Publishing
53.49 € · Hardcover
Open Access learning analytics learning analytics methods educational data mining data mining with R predictive learning analytics explainable artificial intelligence complex systems peecisión education person-specific natural language processing psychological networks complex system dynamics idiographic analytics single subject analytics
This is an open access book.  This comprehensive and timely methodological book introduces several novel topics under the overarching sections of advanced learning analytics (LA), artificial intelligence (AI), precision education, and complex systems. These topics are presented using accessible...
Buch Cover Advanced Machine Learning with Evolutionary and Metaheuristic Techniques
Advanced Machine Learning with Evolutionary and Metaheuristic Techniques

Springer Singapore
235.39 € · Hardcover
machine learning evolutionary learning Metaheuristic computational intelligence artificial intelligence biomedical information healthcare data
This book delves into practical implementation of evolutionary and metaheuristic algorithms to advance the capacity of machine learning. The readers can gain insight into the capabilities of data-driven evolutionary optimization in materials mechanics, and optimize your learning algorithms for maxim...
Buch Cover Advanced Markov Chain Monte Carlo Methods
Advanced Markov Chain Monte Carlo Methods
Faming Liang, Chuanhai Liu, Raymond Carroll
John Wiley & Sons
112 € · Hardcover
Bayes-Verfahren Bayesian Analysis Computational & Graphical Statistics Rechnergestützte u. graphische Statistik Statistics Statistik Wahrscheinlichkeitsrechnung
Markov Chain Monte Carlo (MCMC) methods are now an indispensable tool in scientific computing. This book discusses recent developments of MCMC methods with an emphasis on those making use of past sample information during simulations. The application examples are drawn from diverse fields such as bi...