Data Mining and Knowledge Discovery for Geoscientists, Guangren Shi

Автор: Sukop Michael C., Thorne Daniel T. Jr
Название: Lattice Boltzmann Modeling / An Introduction for Geoscientists and Engineers
ISBN: 3540279814 ISBN-13(EAN): 9783540279815
Издательство: Springer
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Цена: 14818.00 р.
Наличие на складе: Нет в наличии.

Описание: Lattice Boltzmann models have a remarkable ability to simulate single- and multi-phase fluids and transport processes within them. A rich variety of behaviors, including higher Reynolds numbers flows, phase separation, evaporation, condensation, cavitation, buoyancy, and interactions with surfaces can readily be simulated. This book provides a basic introduction that emphasizes intuition and simplistic conceptualization of processes. It avoids the more difficult mathematics that underlies LB models. The model is viewed from a particle perspective where collisions, streaming, and particle-particle/particle-surface interactions constitute the entire conceptual framework. Beginners and those with more interest in model application than detailed mathematical foundations will find this a powerful "quick start" guide. Example simulations, exercises, and computer codes are included. Working code is provided on the Internet.   

Автор: Maimon
Название: Data Mining and Knowledge Discovery Handbook
ISBN: 0387244352 ISBN-13(EAN): 9780387244358
Издательство: Springer
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Цена: 26711.00 р.
Наличие на складе: Нет в наличии.

Описание: Data Mining and Knowledge Discovery Handbook organizes all major concepts, theories, methodologies, trends, challenges and applications of data mining (DM) and knowledge discovery in databases (KDD) into a coherent and unified repository. This book first surveys, then provides comprehensive yet concise algorithmic descriptions of methods, including classic methods plus the extensions and novel methods developed recently. This volume concludes with in-depth descriptions of data mining applications in various interdisciplinary industries including finance, marketing, medicine, biology, engineering, telecommunications, software, and security.Data Mining and Knowledge Discovery Handbook is designed for research scientists and graduate-level students in computer science and engineering. This book is also suitable for professionals in fields such as computing applications, information systems management, and strategic research management.