Advanced Driver Intention Inference: Theory and Design describes one of the most important function for future ADAS, namely, the driver intention inference. The book contains the state-of-art knowledge on the construction of driver intention inference system, providing a better understanding on how the human driver intention mechanism will contribute to a more naturalistic on-board decision system for automated vehicles. - Features examples of using machine learning/deep learning to build ...

This book presents a systematic approach to analyze nature-inspired algorithms. Beginning with an introduction to optimization methods and algorithms, this book moves on to provide a unified framework of mathematical analysis for convergence and stability. Specific nature-inspired algorithms include: swarm intelligence, ant colony optimization, particle swarm optimization, bee-inspired algorithms, bat algorithm, firefly algorithm, and cuckoo search. Algorithms are analyzed from a wide spec...

A major objective of this monograph is to identify the impact of thermal environment on urban center district. It provides in-depth evaluation and research on the correlation between urban spatial morphology indicator and urban thermal environment. In addition, the distribution characteristics of thermal environment and urban morphology units sample are also evaluated intensively. Furthermore, it analyses from three aspects of urban planning, architecture and landscape respectively and inc...

This book describes the photocatalytic mechanism, factors affecting photocatalytic activity, design and preparation of different kinds of nanostructured photocatalysts, and their applications in the environmental and energy fields. Further, it illustrates a broad range of modification methods including ion-doping, heterojunction, noble metal deposition, morphological control and sensitizations, which are used to extend the light absorption range of photocatalysts and reduce recombination b...

MULTI-SCALE BIOGEOCHEMICAL PROCESSES IN SOIL ECOSYSTEMSProvides a state-of-the-art overview of research in soil biogeochemical processes and strategies for greenhouse gas mitigation under climate changeFood security and soil health for the rapidly growing human population are threatened by increased temperature and drought, soil erosion and soil quality degradation, and other problems caused by human activities and a changing climate. Becau...

This book employs a systematic and multi-faceted approach to explore China's coal consumption, emissions, and its development model. The book first provides an overview of the global and Chinese energy consumption trends and mix, with a particular focus on the position and role of coal. Through comparative analysis, it clarifies the importance of coal in global and Chinese energy security. It details the environmental problems arising from coal consumption, especially carbon dioxide and ot...

Sea Rovers, Silver, and Samurai traces the roots of modern global East Asia by focusing on the fascinating history of its seaways. The East Asian maritime realm, from the Straits of Malacca to the Sea of Japan, has been a core region of international trade for millennia, but during the long seventeenth century (1550 to 1700), the velocity and scale of commerce increased dramatically. Chinese, Japanese, and Vietnamese smugglers and pirates forged autonomous networks and maritime po...

Filling the urgent need for a professional book that specifies the applications of nanoelectrochemistry for the monitoring of persistent toxic substances, this monograph clearly describes the design concept, construction strategies and practical applications of PTS sensing interfaces based on nanoelectrochemical methods. The comprehensive and systematic information not only provides readers with the fundamentals, but also inspires them to develop PTS monitoring sensors based on functional ...

With the rapid development of big data, three major challenges arise in the field of economics and management. The first challenge is that the traditional correlation-based methods cannot essentially reveal the true philosophy under the economic activities, modelling and inferring the causal relationship is paramount for discovering the essential effect of certain economic and management policies. The second one is that the computational burden becomes extremely high and the estimation acc...

This book highlights the novel photoelectric detection technique on derived attributes of targets. Photoelectric detection on derived attributes of targets is a new target detection and monitoring method. It is achieved by acquiring three types of attributes of the target, including those that reflect the essential features of parts of the target, those directly generated from the target, and those synthesized by the target features. The book introduces the classification of derived attrib...

The differential quadrature hierarchical finite element method (DQHFEM) was proposed by Bo Liu. This method incorporated the advantages and the latest research achievements of the hierarchical finite element method (HFEM), the differential quadrature method (DQM) and the isogeometric analysis (IGA). The DQHFEM also overcame many limitations or difficulties of the three methods.This unique compendium systemically introduces the construction of various DQHFEM elements of commonly used geomet...

The book focuses on visual object tracking systems and approaches based on correlation filter and deep learning. Both foundations and implementations have been addressed. The algorithm, system design and performance evaluation have been explored for three kinds of tracking methods including correlation filter based methods, correlation filter with deep feature based methods, and deep learning based methods. Firstly, context aware and multi-scale strategy are presented in correlation filter...