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Numerical Machine Learning
Numerical Machine Learning is a simple textbook on machine learning that bridges the gap between mathematics theory and practice. The book uses numerical examples with small datasets and simple Python codes to provide a complete walkthrough of the underlying mathematical steps of seven commonly used machine learning algorithms and techniques, including linear regression, regularization, logistic regression, decision trees, gradient boosting, Support Vector Machine, and K-means Clustering. Through a step-by-step exploration of concrete numerical examples, the students (primarily undergraduate and graduate students studying machine learning) can develop a well-rounded understanding of these al...
Applied Mathematics, Modeling and Computer Simulation
Applied mathematics, together with modeling and computer simulation, is central to engineering and computer science and remains intrinsically important in all aspects of modern technology. This book presents the proceedings of AMMCS 2022, the 2nd International Conference on Applied Mathematics, Modeling and Computer Simulation, held in Wuhan, China, on 13 and 14 August 2022, with online presentations available for those not able to attend in person due to continuing pandemic restrictions. The conference served as an open forum for the sharing and spreading of the newest ideas and latest research findings among all those involved in any aspect of applied mathematics, modeling and computer sim...
Searching for Life's Meaning
Chronicles the changing worldviews of Chinese youth in the tumultuous decade leading up to the Tiananmen demonstrations
Explainable Artificial Intelligence for Intelligent Transportation Systems
Artificial Intelligence (AI) and Machine Learning (ML) are set to revolutionize all industries, and the Intelligent Transportation Systems (ITS) field is no exception. While ML, especially deep learning models, achieve great performance in terms of accuracy, the outcomes provided are not amenable to human scrutiny and can hardly be explained. This can be very problematic, especially for systems of a safety-critical nature such as transportation systems. Explainable AI (XAI) methods have been proposed to tackle this issue by producing human interpretable representations of machine learning models while maintaining performance. These methods hold the potential to increase public acceptance and trust in AI-based ITS. FEATURES: Provides the necessary background for newcomers to the field (both academics and interested practitioners) Presents a timely snapshot of explainable and interpretable models in ITS applications Discusses ethical, societal, and legal implications of adopting XAI in the context of ITS Identifies future research directions and open problems
Yearbook of Chinese Theology 2015
The Yearbook of Chinese Theology is an international, ecumenical and fully peer-reviewed series on Chinese theology in English. Its main focus is on interdisciplinary, contextual, and cross-cultural studies in the areas of Biblical Studies, Church History, Systematic Theology, Practical Theology, and Comparative Religions. The Yearbook also features articles exploring wider issues in church and society. The Yearbook of Chinese Theology thus meets the growing demand for the study of the new academic discipline of Christianity in a Chinese context. In this first volume, harmony and Sinicization of Christianity in China are studied from a systematic theological viewpoint. Confucian Ruism and th...
Human-Computer Interaction – INTERACT 2023
The four-volume set LNCS 14442 -14445 constitutes the proceedings of the 19th IFIP TC 13 International Conference on Human-Computer Interaction, INTERACT 2023, held in York, UK, in August/September 2023. The 71 full papers and 58 short papers included in this book were carefully reviewed and selected from 406 submissions. They were organized in topical sections as follows: 3D Interaction; Accessibility; Accessibility and Aging; Accessibility for Auditory/Hearing Disabilities; Co-Design; Cybersecurity and Trust; Data Physicalisation and Cross-device; Eye-Free, Gesture Interaction and Sign Language; Haptic interaction and Healthcare applications; Self-Monitoring; Human-Robot Interaction; Infor...
Studies On Contemporary China
Studies on Contemporary China collects important research findings of China's contemporary political, economic and social studies conducted by the academics at East China Normal University (ECNU) in recent years. This book covers topics including rural-urban integration, reflection on the future of Shanghai Cooperation Organization, analysis of the effects of risk measures on bank efficiency, new rural social endowment insurance, neotype urbanization, among others.This book is the third volume in the WSPC-ECNU Series on China. The WSPC-ECNU Series showcases the significant contributions to scholarship in social sciences and humanities studies about China. The Series is jointly launched by World Scientific Publishing, the most reputable English academic publisher in Asia, and ECNU, a top University in China with a long history of exchanges with the international academic community.
Toxicity of Aquatic System and Remediation
The eco-friendly remediation technologies for the degraded environment are indeed the “need of the hour”. Even though the regulatory mechanisms are in place to control the discharge of untreated contaminants into the natural environment, still, we could see a different picture; hence, remediation and restoration of the environment becomes an ardent requisite. The present-day fast pace of industrialization without proper disposal planning is impacting the water bodies adversely, generating the need for green management technologies. It is worth mentioning that these environment-friendly technologies are most cost-effective as well. The advancements in biotechnology have paved the way to m...
An Amorous History of the Silver Screen
Illustrating the cultural significance of film and its power as a vehicle for social change, this book reveals the intricacies of the cultural movement and explores its connections to other art forms such as photography, drama, and literature.
