Artificial intelligence (AI) is rapidly gaining significance in the business world. With more and more organizations adopt AI technologies, there is a growing demand for business leaders, managers, and practitioners who can harness AI’s potential to improve operations, increase efficiency, and drive innovation. This book aims to help management professionals exploit the predictive powers of AI and demonstrate to AI practitioners how to apply their expertise in fundamental business operations. It showcases how AI technology innovations can enhance various aspects of business management, such as business strategy, finance, and marketing. Readers interested in AI for business management will find several topics of particular interest, including how AI can improve decision-making in business strategy, streamline operational processes, and enhance customer satisfaction. As AI becomes an increasingly important tool in the business world, this book offers valuable insights into how it can be applied to various industries and business settings. Through this book, readers will gain a better understanding of how AI can be applied to improve business management practices and practical guidance on how to implement AI projects in a business context. This book also provides practical guides on how to implement AI projects in a business context using Python programming. By reading this book, readers will be better equipped to make informed decisions about how to leverage AI for business success.
Lee Kuan Yew through the Eyes of Chinese Scholars is a compilation of essays by highly-respected Chinese scholars in which they evaluate the life, work and philosophy of Lee Kuan Yew, founding Prime Minister of Singapore. Presenting a range of views from a uniquely Chinese/Asian perspective, this book provides valuable insights for those who wish to gain a fuller and deeper understanding of Lee Kuan Yew — the man, as well as Singapore — his nation.Marking the momentous event of his death as well as the 50th anniversary of Singapore's independence in 2015, this compilation reflects both the high regard in which Lee Kuan Yew is held across the Chinese-speaking world as well as the reservations of a few. The contributors are all ethnic Chinese from different academic disciplines ranging from a Nobel laureate in physics, Chen-Ning Yang, to historians, economists and political scientists. They include Singaporeans such as Wang Gungwu and Chew Cheng Hai, as well as scholars from China, the US and Hong Kong such as Yongnian Zheng, Ying-Shih Yu, Lawrence Lau and Hang-Chi Lam among others.Originally published in Chinese, this English translation makes the material accessible to a wider English-reading audience.
This book presents the development of an optimization platform for geotechnical engineering, which is one of the key components in smart geotechnics. The book discusses the fundamentals of the optimization algorithm with constitutive models of soils. Helping readers easily understand the optimization algorithm applied in geotechnical engineering, this book first introduces the methodology of the optimization-based parameter identification, and then elaborates the principle of three newly developed efficient optimization algorithms, followed by the ideas of a variety of laboratory tests and formulations of constitutive models. Moving on to the application of optimization methods in geotechnical engineering, this book presents an optimization-based parameter identification platform with a practical and concise interface based on the above theories. The book is intended for undergraduate and graduate-level teaching in soil mechanics and geotechnical engineering and other related engineering specialties. It is also of use to industry practitioners, due to the inclusion of real-world applications, opening the door to advanced courses on both modeling and algorithm development within the industrial engineering and operations research fields.
Evolutionary algorithms are becoming increasingly attractive across various disciplines, such as operations research, computer science, industrial engineering, electrical engineering, social science and economics. Introduction to Evolutionary Algorithms presents an insightful, comprehensive, and up-to-date treatment of evolutionary algorithms. It covers such hot topics as: • genetic algorithms, • differential evolution, • swarm intelligence, and • artificial immune systems. The reader is introduced to a range of applications, as Introduction to Evolutionary Algorithms demonstrates how to model real world problems, how to encode and decode individuals, and how to design effective search operators according to the chromosome structures with examples of constraint optimization, multiobjective optimization, combinatorial optimization, and supervised/unsupervised learning. This emphasis on practical applications will benefit all students, whether they choose to continue their academic career or to enter a particular industry. Introduction to Evolutionary Algorithms is intended as a textbook or self-study material for both advanced undergraduates and graduate students. Additional features such as recommended further reading and ideas for research projects combine to form an accessible and interesting pedagogical approach to this widely used discipline.
This book presents neuromorphic cognitive systems from a learning and memory-centered perspective. It illustrates how to build a system network of neurons to perform spike-based information processing, computing, and high-level cognitive tasks. It is beneficial to a wide spectrum of readers, including undergraduate and postgraduate students and researchers who are interested in neuromorphic computing and neuromorphic engineering, as well as engineers and professionals in industry who are involved in the design and applications of neuromorphic cognitive systems, neuromorphic sensors and processors, and cognitive robotics. The book formulates a systematic framework, from the basic mathematical and computational methods in spike-based neural encoding, learning in both single and multi-layered networks, to a near cognitive level composed of memory and cognition. Since the mechanisms for integrating spiking neurons integrate to formulate cognitive functions as in the brain are little understood, studies of neuromorphic cognitive systems are urgently needed. The topics covered in this book range from the neuronal level to the system level. In the neuronal level, synaptic adaptation plays an important role in learning patterns. In order to perform higher-level cognitive functions such as recognition and memory, spiking neurons with learning abilities are consistently integrated, building a system with encoding, learning and memory functionalities. The book describes these aspects in detail.
This book introduces systematically the application of Bayesian probabilistic approach in soil mechanics and geotechnical engineering. Four typical problems are analyzed by using Bayesian probabilistic approach, i.e., to model the effect of initial void ratio on the soil–water characteristic curve (SWCC) of unsaturated soil, to select the optimal model for the prediction of the creep behavior of soft soil under one-dimensional straining, to identify model parameters of soils and to select constitutive model of soils considering critical state concept. This book selects the simple and easy-to-understand Bayesian probabilistic algorithm, so that readers can master the Bayesian method to analyze and solve the problem in a short time. In addition, this book provides MATLAB codes for various algorithms and source codes for constitutive models so that readers can directly analyze and practice. This book is useful as a postgraduate textbook for civil engineering, hydraulic engineering, transportation, railway, engineering geology and other majors in colleges and universities, and as an elective course for senior undergraduates. It is also useful as a reference for relevant professional scientific researchers and engineers.
Brimming with verve and dramatic incident, Singapore: A Biography offers fresh insights into the life story of this island city-state through the personal experiences of the workers, adventurers, rulers and revolutionaries who have shaped its history over the last seven centuries. The authors, drawing on research undertaken in collaboration with the National Museum of Singapore, have woven together ancient chronicles, eyewitness accounts, oral histories and even modern radio and television broadcasts to create a vivid and compelling narrative that brings the past back to life. Grounded in scholarship yet fired by the imagination, this book reveals the Singapore story to have been as rich, diverse and multilayered as the city-state is prosperous, ordered and successful today.
This highlights ongoing research efforts on different aspects of polymer nanocomposites and explores their potentials to exhibit multi-functional properties. In this context, it addresses both fundamental and advanced concepts, while delineating the parameters and mechanisms responsible for these potentials. Aspects considered include embrittlement/toughness; wear/scratch behaviour; thermal stability and flame retardancy; barrier, electrical and thermal conductivity; and optical and magnetic properties. Further, the book was written as a coherent unit rather than a collection of chapters on different topics. As such, the results, analyses and discussions presented herein provide a guide for the development of a new class of multi-functional nanocomposites. Offering an invaluable resource for materials researchers and postgraduate students in the polymer composites field, they will also greatly benefit materials
This volume focuses on the investigatory methods applied to autosomal dominant polycystic kidney disease (ADPKD), one of the most common human genetic diseases. ADPKD is caused by mutations in PKD1 and TRPP2, two integral membrane proteins that function as receptor/ion channels in primary cilia of tubular epithelial cells. Thus, ADPKD belongs to ciliopathies, a group of disorders caused by abnormal cilia formation or function. This proposed book will cover the state-of-the-art methods ranging from molecular biology, biochemistry, electrophysiology, to tools in model animal studies. Key Features Explores the role of cilia in polycystic kidney disease Focuses on myriad state-of-the-art methods and techniques Reviews specific mutations integral to this autosomal genetic disease Includes discussions of model systems
Pluriversalism within International Relations and the literature on Chinese international relations each embrace ideas of relation and difference. While they similarly strive for recognition by Western academics, they do not seriously engage with each other. To the extent that either succeeds in winning recognition, it ironically reproduces Western centrism and the binary of the Western versus the non-Western. In Relations and Roles in China's Internationalism, author Chih-yu Shih demonstrates, through a critical translation exercise, that Confucian themes enable both the critique and realignment of liberal thought, allowing all of us, including the members of Confucianism and the neo-liberal order, to understand how we adapt to and coexist with each another. In the end, Confucianism not only informs the pluriversal necessity that all are bound to be related but also de-nationalizes China's internationalism.
Oil palm cultivation is a significant contributor to the global agricultural industry, providing valuable resources for various products. While it has faced challenges, including concerns about deforestation and environmental degradation, it is crucial to understand the geographical distribution of oil palms to ensure responsible and sustainable management. This book introduces the application of geospatial technology to the palm oil industry, demonstrating how these tools can address key issues while promoting responsible practices. The topics discussed in the book aim to tackle challenges such as illegal deforestation and the monitoring of environmental impacts associated with oil palm cultivation. Key Features: The first book to explore the use of remote sensing and geospatial technologies for mapping and monitoring oil palm plantations Introduces cutting-edge techniques from the fourth industrial revolution, including the use of the Internet of Things (IoT), Artificial Intelligence, big data and analytics, block chain and 5G technology for effective oil palm tree monitoring Addresses current environmental concerns affecting the industry, including issues like floods, changes in precipitation, temperature, humidity, and El Niño events Explores the scientific aspects of promoting sustainability in oil palm developments and the responsible conversion of rainforests into oil palm plantations Provides a wealth of application data for early detection and continuous monitoring of environmental challenges. This book serves as an insightful resource for those interested in geospatial technologies and their positive impact on monitoring and mitigating environmental changes in the context of the palm oil industry.
Overcome the toughest clinical challenges in nephrology with Brenner & Rector’s The Kidney -- the most well-known nephrology resource in the world. A diverse team of more than 200 international contributors brings you the latest knowledge and best practices on every front in nephrology worldwide. From basic science and pathophysiology to clinical best practices, Brenner & Rector’s The Kidney is your go-to resource for any stage of your career. Review of the basic science that underpins clinical nephrology, comprehensive selection of the most important bibliographical sources in nephrology, and Board Review-style questions help you prepare for certification or recertification. Coverage of kidney health and disease from pre-conception through fetal and infant health, childhood, adulthood, and into old age. Expanded sections and chapter on global perspective and ethical considerations. Uniform terminology and nomenclature in line with emerging consensus in world kidney community. More than 700 full-color high-quality photographs as well as carefully chosen figures, algorithms, and tables to illustrate essential concepts, nuances of clinical presentation and technique, and decision making provide a visual grasp and better understanding of critical information. Internationally diverse, trusted guidance and perspectives from a team of well-respected global contributors . An editorial team headed by Dr. Skorecki and handpicked by Dr. Brenner ensures the ongoing adherence to previous standards of excellence. All chapters have been extensively updated or entirely rewritten by authorities in their respective fields. The latest clinical information including recent clinical trials, genetic causes of kidney disease, cardiovascular and renal risk prediction in chronic kidney disease, new paradigms in fluid and electrolyte management, and pediatric kidney disease, keep you current with the rapid development of care and research worldwide.
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