Barron's Ba lang AP hua xue

Barron's Ba lang AP hua xue
Author:
Publisher:
Total Pages: 768
Release: 2016
Genre:
ISBN: 9787510054013

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Federated Learning

Federated Learning
Author: Qiang Yang
Publisher: Springer Nature
Total Pages: 291
Release: 2020-11-25
Genre: Computers
ISBN: 3030630765

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This book provides a comprehensive and self-contained introduction to federated learning, ranging from the basic knowledge and theories to various key applications. Privacy and incentive issues are the focus of this book. It is timely as federated learning is becoming popular after the release of the General Data Protection Regulation (GDPR). Since federated learning aims to enable a machine model to be collaboratively trained without each party exposing private data to others. This setting adheres to regulatory requirements of data privacy protection such as GDPR. This book contains three main parts. Firstly, it introduces different privacy-preserving methods for protecting a federated learning model against different types of attacks such as data leakage and/or data poisoning. Secondly, the book presents incentive mechanisms which aim to encourage individuals to participate in the federated learning ecosystems. Last but not least, this book also describes how federated learning can be applied in industry and business to address data silo and privacy-preserving problems. The book is intended for readers from both the academia and the industry, who would like to learn about federated learning, practice its implementation, and apply it in their own business. Readers are expected to have some basic understanding of linear algebra, calculus, and neural network. Additionally, domain knowledge in FinTech and marketing would be helpful.”

After Confucius

After Confucius
Author: Paul R. Goldin
Publisher: University of Hawaii Press
Total Pages: 279
Release: 2017-04-01
Genre: Philosophy
ISBN: 0824873998

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After Confucius is a collection of eight studies of Chinese philosophy from the time of Confucius to the formation of the empire in the second and third centuries B.C.E. As detailed in a masterful introduction, each essay serves as a concrete example of “thick description”—an approach invented by philosopher Gilbert Ryle—which aims to reveal the logic that informs an observable exchange among members of a community or society. To grasp the significance of such exchanges, it is necessary to investigate the networks of meaning on which they rely. Paul R. Goldin argues that the character of ancient Chinese philosophy can be appreciated only if we recognize the cultural codes underlying the circulation of ideas in that world. Thick description is the best preliminary method to determine how Chinese thinkers conceived of their own enterprise. Who were the ancient Chinese philosophers? What was their intended audience? What were they arguing about? How did they respond to earlier thinkers, and to each other? Why did those in power wish to hear from them, and what did they claim to offer in return for patronage? Goldin addresses these questions as he looks at several topics, including rhetorical conventions of Chinese philosophical literature; the value of recently excavated manuscripts for the interpretation of the more familiar, received literature; and the duty of translators to convey the world of concerns of the original texts. Each of the cases investigated in this wide-ranging volume exemplifies the central conviction behind Goldin’s plea for thick description: We do not do justice to classical Chinese philosophy unless we engage squarely the complex and ancient culture that engendered it. An electronic version of this book is freely available thanks to the support of libraries working with Knowledge Unlatched, a collaborative initiative designed to make high-quality books open access for the public good. The open-access version of this book is licensed under Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0), which means that the work may be freely downloaded and shared for non-commercial purposes, provided credit is given to the author. Derivative works and commercial uses require permission from the publisher.

Critical Care of Children with Heart Disease

Critical Care of Children with Heart Disease
Author: Ricardo Munoz
Publisher: Springer Science & Business Media
Total Pages: 1185
Release: 2010-06-21
Genre: Medical
ISBN: 1848822626

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Critical Care of Children with Heart Disease will summarize the comprehensive medical and surgical management of the acutely-ill patient with congenital and acquired cardiac disease. The aim of the book is to teach bedside physicians, nurses and other caregivers, basic and practical concepts of anatomy, pathophysiology, surgical techniques and peri-operative management of critically ill children and adults with congenital heart disease, allowing these professionals to anticipate, prevent or else treat such pathologies. The book will cover specific cardiac lesions, review their anatomy, pathophysiology, current preoperative, intraoperative and postoperative assessment and management; medical and surgical complications will be briefly described with each lesion further discussed in specific chapters. In addition, the book will have dedicated chapters to management of cardiac patients on extracorporeal membrane oxygenation, hemofiltration, hemo or peritoneal dialysis and plasma exchange. Practical guidelines for cardiovascular nursing care will be also included.

Angiogenesis Assays

Angiogenesis Assays
Author: Carolyn A. Staton
Publisher: John Wiley & Sons
Total Pages: 410
Release: 2007-01-11
Genre: Medical
ISBN: 047002934X

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Angiogenesis, the development of new blood vessels from the existing vasculature, is essential for physiological growth and over 18,000 research articles have been published describing the role of angiogenesis in over 70 different diseases, including cancer, diabetic retinopathy, rheumatoid arthritis and psoriasis. One of the most important technical challenges in such studies has been finding suitable methods for assessing the effects of regulators of eh angiogenic response. While increasing numbers of angiogenesis assays are being described both in vitro and in vivo, it is often still necessary to use a combination of assays to identify the cellular and molecular events in angiogenesis and the full range of effects of a given test protein. Although the endothelial cell - its migration, proliferation, differentiation and structural rearrangement - is central to the angiogenic process, it is not the only cell type involved. the supporting cells, the extracellular matrix and the circulating blood with its cellular and humoral components also contribute. In this book, experts in the use of a diverse range of assays outline key components of these and give a critical appraisal of their strengths and weaknesses. Examples include assays for the proliferation, migration and differentiation of endothelial cells in vitro, vessel outgrowth from organ cultures, assessment of endothelial and mural cell interactions, and such in vivo assays as the chick chorioallantoic membrane, zebrafish, corneal, chamber and tumour angiogenesis models. These are followed by a critical analysis of the biological end-points currently being used in clinical trials to assess the clinical efficacy of anti-angiogenic drugs, which leads into a discussion of the direction future studies should take. This valuable book is of interest to research scientists currently working on angiogenesis in both the academic community and in the biotechnology and pharmaceutical industries. Relevant disciplines include cell and molecular biology, oncology, cardiovascular research, biotechnology, pharmacology, pathology and physiology.

Introduction to Addiction

Introduction to Addiction
Author: George F. Koob
Publisher: Academic Press
Total Pages: 0
Release: 2019-06-12
Genre: Medical
ISBN: 9780128168639

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Introduction to Addiction, Volume One in the series, introduces the reader to the study of neurobiology of addiction by clearly defining addiction and its neuroadaptational views. This volume includes thorough descriptions of the various animal models applicable to the study of addiction, including Animal Models of the Binge-Intoxication Stage of the Addiction Cycle and Animal Models of Vulnerability to Addiction. The book's authors also include a section on numerous neurobiological theories that aid in the understanding of addiction, including dopamine, prefrontal cortex and relapse.

Speech Enhancement

Speech Enhancement
Author: Shoji Makino
Publisher: Springer Science & Business Media
Total Pages: 432
Release: 2005-03-17
Genre: Computers
ISBN: 9783540240396

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We live in a noisy world! In all applications (telecommunications, hands-free communications, recording, human-machine interfaces, etc) that require at least one microphone, the signal of interest is usually contaminated by noise and reverberation. As a result, the microphone signal has to be "cleaned" with digital signal processing tools before it is played out, transmitted, or stored. This book is about speech enhancement. Different well-known and state-of-the-art methods for noise reduction, with one or multiple microphones, are discussed. By speech enhancement, we mean not only noise reduction but also dereverberation and separation of independent signals. These topics are also covered in this book. However, the general emphasis is on noise reduction because of the large number of applications that can benefit from this technology. The goal of this book is to provide a strong reference for researchers, engineers, and graduate students who are interested in the problem of signal and speech enhancement. To do so, we invited well-known experts to contribute chapters covering the state of the art in this focused field.