Based on interdisciplinary research into "Directional Change", a new data-driven approach to financial data analysis, Detecting Regime Change in Computational Finance: Data Science, Machine Learning and Algorithmic Trading applies machine learning to financial market monitoring and algorithmic trading. Directional Change is a new way of summarising price changes in the market. Instead of sampling prices at fixed intervals (such as daily closing in time series), it...

Focusing on “human-in-the-loop” and “human-on-the-loop” mechanisms, cognitive intelligent interaction, and the practical modeling, implementation, and application of limited human intervention in modern aerial systems, this book explores cooperative decision-making technologies between manned and unmanned aerial vehicles.It systematically discusses two primary approaches to cooperative decision-making mechanisms: limited human intervention and cognitive intelligent interaction. The...

Zhang’s book focuses on the analysis of the sociohistorical context, linguistic patterns of discursive construction, and media representations of the “Chinese Dream” in Mainland China, Hong Kong, and the United States.Analyzing data from the Chinese leader’s speeches and articles from China Daily, the South China Morning Post, and the New York Times, the author provides insights into the understanding of contemporary Chinese society through a critical dis...

This book aims to provide the readers a better understanding of rural China through the particular perspective of the rural underworld. It proposes new concepts to describe social changes of rural China by comparing the contemporary rural society with the acquaintance society—the classic model for depicting the traditional Chinese society. The author’s down-to-earth fieldwork has revealed that, with a permeating gang influence, the society of rural China has actually changed in nature. Suc...

This book is a comprehensive collection of research papers that focus on enhancing resilience, intelligence, and sustainability in tunnel engineering. It presents cutting-edge design theories, innovative construction techniques, intelligent operation and maintenance methods, sustainable development strategies and engineering application practices of tunnel and underground engineering.This book systematically organizes key contributions in critical thematic areas of tunnel disaster ...

This book provides a comprehensive, up-to-date, and practical introduction to the estimand framework and its application in clinical trials. Since its introduction by the International Council for Harmonisation (ICH) through the E9(R1) guideline in 2019, the estimand framework has led to a significant shift in the design, conduct, analysis, and interpretation of clinical trials. By explicitly aligning trial objectives with the clinical question of interest—and by carefully accounting for i...

Making the Palace Machine Work: Mobilizing People, Objects, and Nature in the Qing Empire brings the studies of institutions, labour, and material cultures to bear on the history of science and technology by tracing the workings of the Imperial Household Department (Neiwufu) in the Qing court and empire. An enormous apparatus that employed 22,000 men and women at its heyday, the Department operated a machine with myriad moving parts. The first part of the book portrays th...

This book introduces an innovative and high-efficiency technology for mechanical energy harvesting. The book covers the history and development of triboelectric nanogenerators, basic structures, working principles, performance characterization, and potential applications. It is divided into three parts: Part A illustrates the fundamental working modes of triboelectric nanogenerators with their prototype structures and theoretical analysis; Part B and Part C introduce two categories of appl...

This book examines the cross-cultural adaptation experiences of international scholars working at Shanghai’s top public research universities. On the basis of in-depth interviews, it comprehensively assesses the organisational culture of Chinese universities, recurring problems in international scholars’ cross-cultural adaptation processes, and the coping strategies they employ in response.The book focus on the real lives and working experiences of international scholars in China, ...

This book contains all refereed papers accepted during the fourth asia-pacific edition & twelve edition – which were merged this year – of the CSD&M conference that took place in Beijing, People’s Republic of China by 2021.Mastering complex systems requires an integrated understanding of industrial practices as well as sophisticated theoretical techniques and tools. This explains the creation of an annual go-between European and Asian forum dedicated to academic researchers & indus...

This book conducts a comprehensive and detailed survey of the recent research efforts in edge intelligence. The authors first review the background and present motivation for AI running at the network edge. The book then provides an overview of the overarching architectures, frameworks, and emerging key technologies for deep learning models toward training/inference at the network edge. To illustrate the research problems for edge intelligence, the book also showcases four of the authors' ...

This book focuses on the integration of self-evolving Digital Twins (DTs) with wireless networks, exploring critical methodologies for dynamic twin construction and real-time service interaction. It addresses challenges posed by wireless environments, which are paramount for maintaining high-fidelity virtual replicas of physical systems. The content provides a comprehensive outline for building and managing DTs that can continuously adapt over wireless networks.The authors dedicate...