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As a well-known text mining tool, topic modeling can effectively discover the latent semantic structure of text data. Extracting topics from documents is also one of the fundamental challenges in natural language processing. Although topic models have seen significant...
Generative adversarial networks (GANs) were introduced by Ian Goodfellow and his co-authors including Yoshua Bengio in 2014, and were to referred by Yann Lecun (Facebook’s AI research director) as “the most interesting idea in the last 10 years in ML.” GANs’...
This book introduces the concepts of more electric aircraft and aviation electrical appliances, as well as the aviation experimental platform of vacuum switches, the interruption characteristics, frequency characteristics and post-arc breakdown characteristics of...
This book puts forward the concept of a virtual equivalent system (VES) based on theoretical analysis and simulation results. The new concept will facilitate the development of a uni?ed framework for analyzing the stability and convergence of self-tuning control (STC)...
Humans are increasingly becoming an indoor species. We spend 90 per cent of our life indoors. And, on average, we dedicate eight hours a day looking at screens. Our increasingly domestic lives are having huge consequences to our health. In Into the Forest, Immunologist...
This book presents a class of novel optimal control methods and games schemes based on adaptive dynamic programming techniques. For systems with one control input, the ADP-based optimal control is designed for different objectives, while for systems with multi-players,...
This book is the first to provide an in-depth analysis about the history, urban development, planning, and preservation of the Lhasa city over the last thirteen centuries. It studis the old Lhasa city as part of Tibet's social and historical evolution process,...
This book highlights the latest, cutting-edge advances in implantable biomaterials. It brings together a class of advanced biomaterials in two highly active research areas, namely implants and tissue scaffolds, to underline their respective functional requirements for...
Similar to unraveling a math word problem, Security Intelligence: A Practitioner's Guide to Solving Enterprise Security Challenges guides you through a deciphering process that translates each security goal into a set of security variables, substitutes each variable...
This book discusses topics concerning digital game-based learning focusing on learning-by-game-building and Web 2.0. Grounded in the new theoretical perspective of enactivism, this book shows how such an approach can help students gain deep understanding of subjects...
Cyberbullying in the Global Playground provides the first global, in-depth analysis of the emerging phenomenon of cyberbullying. Offers the first thorough comparative account of recent research into the emerging global phenomenon of cyberbullying Provides an...
IPv6 was introduced in 1994 and has been in development at the IETF for over 10 years. It has now reached the deployment stage. KAME, the de-facto open-source reference implementation of theIPv6 standards, played a significant role in the acceptance and the adoption of...
IPv6 Advanced Protocols Implementation is the second installment of a two-volume series onIPv6 and the KAME implementation. This book discusses those protocols that are found in more capableIPv6 devices, are commonly deployed in more complexIPv6 network environments, or...
Mobile IPv6 has become the key enabling technology for mobile data and multimedia services and devices worldwide (i.e., cellular systems, VoIP handovers over LAN, multi-access network handovers, location privacy, enterprise mobile networking, etc.).This book covers the...
IPv6 Socket API Extensions: Programmer's Guide covers theIPv6 applicaton programming interfaces (API) extensions and enhancements that have been made to the socket APIs. The book begins with a brief overview of the API specifications along with sample code usage. Then...
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