Packed with real-world examples, industry insights and practical activities, this textbook is designed to teach machine learning in a way that is easy to understand and apply. It assumes only a basic knowledge of technology, making it an ideal resource for students and professionals, including those who are new to computer science. All the necessary topics are covered, including supervised and …
China is entering a new stage of economic and societal development, called China 2.0, a new era that is characterized by China’s diminishing low-cost advantage and increased local competition. Succeeding in the China 2.0 era will require western managers to reposition their businesses. Inspired by their extensive experience in doing business in China, the authors present more than 40 key issu…
This book is open access under a CC BY-NC-ND 4.0 license. Multinational corporations (MNCs) have long played a crucial role in the Chinese economy. This role is one that is set to continue in the post-pandemic era as China works to transit to a high-quality growth model that is more sustainable and innovation-driven. With global experience and front-line involvement in some of the most pressing…
This book introduces the field of data science in a practical and accessible manner, using a hands-on approach that assumes no prior knowledge of the subject. The foundational ideas and techniques of data science are provided independently from technology, allowing students to easily develop a firm understanding of the subject without a strong technical background, as well as being presented wi…
This book constitutes the proceedings of the Third Asia Pacific Conference on Business Process Management held in Busan, South Korea, in June 2015. Overall, 37 contributions from ten countries were submitted. After each submission was reviewed by at least three Program Committee members, 12 full and two short papers were accepted for publication in this volume. These papers cover various top…
Presenting the gradual evolution of the concept of Concurrent Engineering (CE), and the technical, social methods and tools that have been developed, including the many theoretical and practical challenges that still exist, this book serves to summarize the achievements and current challenges of CE and will give readers a comprehensive picture of CE as researched and practiced in different regi…
The worldℓ́ℓs foremost expert on pricing strategy shows how this mysterious process works and how to maximize value through pricing to company and customer. ℗ℓ In this engaging and practical narrative, Hermann Simon leaves nothing out of the pricing cocktail, explaining each ingredient through dozens of stories collected over four decades in the trenches and behind the scenes. A world-…
This book focuses on general frameworks for modeling heavy-tailed distributions in economics, finance, econometrics, statistics, risk management and insurance. A central theme is that of (non-)robustness, i.e., the fact that the presence of heavy tails can either reinforce or reverse the implications of a number of models in these fields, depending on the degree of heavy-tailed ness. These resu…
With contributions from international scholars, this second volume by Joseph Stiglitz and Martin Guzman comprises of theoretical, empirical, and policy-based chapters which carefully utilize theory and data analysis. Part I focuses on the issues of global inequality, poverty measurement and security. Part II turns to the issue of income contingent loans (ICL), where the repayment in any year de…
This book is compiled based on the research methodology and technical approach applied in the Blue Book of Corporate Social Responsibility. It consists of five parts: Summary, index, Industry, Case Studies, and Appendices. The index evaluates Chinese enterprises annually on their performance in CSR management and the level of information disclosure by assessing four different aspects: responsib…