Using real-world data case studies, this innovative and accessible textbook introduces an actionable framework for conducting trustworthy data science.Most textbooks present data science as a linear analytic process involving a set of statistical and computational techniques without accounting for the challenges intrinsic to real-world applications. Veridical Data Science, by contrast, embraces the reality that most projects begin with an ambiguous domain ...

Presenting new and invaluable Chinese perspectives on international relations in general and Beijing's foreign policy in particular, this work offers the first balanced and thoroughly researched analysis by Chinese scholars. Drawing on original Chinese sources and interviews, In the Eyes of the Dragon explores Chinese views on sovereignty, national interest, security multilateralism, international human rights, nuclear nonproliferation, Taiwan, and the United States. Illuminating ...

Campus Network Architectures and Technologies begins by describing the service challenges facing campus networks, and then details the intent-driven campus network architectures and technologies of Huawei Cloud Campus Solution. After reading this book, you will have a comprehensive understanding of next-generation campus network solutions, technical implementations, planning, design, and other know-how. Leveraging Huawei’s years of technical expertise and practice...

Timeless Ripples concerns becoming beautifully oneself. The fictitious and non-fictitious characters heard a saying of, spoke with, or encountered Jesus in some way--Roman soldiers, religious leaders, farmers, innkeepers, prisoners, prostitutes, disciples, the serpent, philosophers, Judas Iscariot, and many others. Some hate Jesus, some love him, some are ambivalent, some are mystified, some are atheists, some are fanatics, etc. The story of one character interacts with the stories of othe...

The book explores the fault-tolerant control (FTC) methods for unmanned flight vehicle (UFV) by considering practical safety issues in low-altitude economic environments. It provides systematic and comprehensive descriptions of practical FTC issues of UFV in low-altitude economic environments, such as highly demanded performance constraints requirements in the presence of faults and disturbances, communication constraints including limited bandwidth and time-delay among numerous UFV, compo...

Since the end of the Cold War, the new Chinese leadership generation has had to promulgate new guiding principles for handling global diplomacy which acknowledges China's new position. Given the dramatic changes in the international system and its domestic economic success for the growing "China's rise" idea on the global stage, China in the 21st century faces a mixture of old and new challenges, including terrorism, hegemonism, and authoritarianism. While Deng Xiaooping combined Taoism, a...

The problems of corruption, social injustice, public unrest, disparity in income and regional development, shortage of energy and resources, unemployment, aging population, inadequate social and economic safety network, pollution, etc., are poised to jeopardize political stability and cast a shadow on the moral foundation of economic reform. How to cope with these new problems is a daunting task facing the Chinese leadership and people in the twenty-first century. The new generation of lea...

Third-variable effect refers to the effect transmitted by third-variables that intervene in the relationship between an exposure and a response variable. Differentiating between the indirect effect of individual factors from multiple third-variables is a constant problem for modern researchers.Statistical Methods for Mediation, Confounding and Moderation Analysis Using R and SAS introduces general definitions of third-variable effects that are adaptable to...

The aim of this book is to furnish the reader with a rigorous and detailed exposition of the concept of control parametrization and time scaling transformation. It presents computational solution techniques for a special class of constrained optimal control problems as well as applications to some practical examples. The book may be considered an extension of the 1991 monograph A Unified Computational Approach Optimal Control Problems, by K.L. Teo, C.J. Goh, and K.H. Wong. This publication ...

This book provides a state-of-the-art review of the applications of electrospun nanofibers for piezoelectric and triboelectric energy harvesting. It comprises eight chapters and covers the basis of electrospinning, nanofibers, piezoelectricity, triboelectricity and the emerging research on the use of nanofibers in energy harvesting devices. It is a key reference for graduate students, researchers and scientists in the fields of energy harvesting, sensors or nanofibers, and it will benefit ...

Drug Discovery Stories, Volume Two showcases the discovery journeys of recent blockbuster drugs approved between 2023 and 2024, along with promising drug candidates. This book delves into structural biology, biological functions of targets, hit compound identification, hit-to-lead optimization, binding modes, key biological and pharmacokinetic data, and clinical results. It also covers other candidate compounds against the same targets and includes additional content based on the authors' ...

This book includes high quality research papers submitted at the 2022 “Four Session (ICFIE, ICORG, GDORS, CGHMORS) Celebration” Joint International Conference held on December 28, 2022 and the online meeting of the Fuzzy Information and Engineering Branch of the China Operations Research Society on September 17, 2022. It covers topics in the fields of certainty, stochastic uncertainty, and fuzzy uncertainty, including computer science and mathematics, operations research and control, artif...