This book is aimed at Ph.D. and advanced M.S. students of statistics who need to understand modern statistical theory both in its exponential family structure... Læs mere
Packed with real-world examples, industry insights and practical activities, this textbook is designed to teach machine learning in a way that is easy to... Læs mere
Bayesian optimization is a methodology that has proven success in the sciences, engineering, and beyond for optimizing expensive objective functions. This self-contained text... Læs mere
This book provides a comprehensive guide to machine learning and statistics for students and researchers of environmental data science. A broad range of... Læs mere
Interest in applying analytics, machine learning, and artificial intelligence to sales and marketing has grown dramatically, with no... Læs mere
This unique book showcases the applications of various sub-fields of artificial intelligence (AI) in engineering, management and safety aspects of infrastructure.
Written in an engaging and rigorous style by a world authority in the field, this is an accessible and comprehensive introduction to techniques for... Læs mere
This book presents a systematic approach to analyze evolutionary and nature-inspired population-based search algorithms. The book presents current research on various applications of machine learning and discusses optimization techniques to solve real-life problems.
This book aims at the tiny machine learning (TinyML) software and hardware synergy for edge intelligence applications. It presents... Læs mere
The aim of this book is to teach core concepts of machine learning while focuses on modern applications. It is meant for anyone who wants to master machine learning by providing technical and practical insights.
This book provides the basic concepts of blockchain technology and its applications to varied domains catering to socio-technical fields. It also introduces intelligent blockchain platforms by way of infusing elements of computational intelligence into blockchain technology.