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Knowledge Graphs
This book provides a comprehensive and accessible introduction to knowledge graphs, which have recently garnered notable attention from both industry and academia. Knowledge graphs are founded on the principle of applying a graph-based abstraction to data, and are now broadly deployed in scenarios that require integrating and extracting value from multiple, diverse sources of data at large scale. The book defines knowledge graphs and provides a high-level overview of how they are used. It presents and contrasts popular graph models that are commonly used to represent data as graphs, and the languages by which they can be queried before describing how the resulting data graph can be enhanced ...
Federated Learning
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 lear...
Management of Gender Dysphoria
This book is especially focused on the surgical aspect on Gender Dysphoria. Male to female surgery is widely discussed as well as the female to male conversion. Full information on hormone administration and surgical procedures are provided. Mental health issues are also described, as well as ethics, the law and psychosocial issues. The text is extensively referenced and includes numerous photos, tables and figures to clearly illustrate information. Based on collaboration between international experts in transgender health, this book is an essential guide for health care professionals, educators, students, patients and patients’ families concerning the psychological, hormonal, surgical and social support of transgender individuals.
Demographic Methods
Demography is the study of population structure and change. As modern society becomes ever more complex, it becomes increasingly important to be able to measure accurately all aspects of change in the population, and estimate what its future size and composition might be. This book describes and explains the methods demographers use to analyse population data. Looking at mortality and fertility, population dynamics and population projection, nuptiality and migration, Hinde demonstrates that most demographic methods are applications of certain fundamental principles. This book covers material taught in introductory courses in population analysis, while also including more advanced topics such as parity progression ratios, survival analysis and birth interval analysis. Most chapters are followed by a range of exercises, and a comprehensive set of solutions to these exercises is provided at the end of the book. Quattro and Excel spreadsheet files containing data for all the numerical exercises, plus some additional files of data from recent census and surveys, are available via the Internet.
Life Story Work with People with Dementia
Introducing life story work, a way for people with dementia to connect with their relatives, carers and the professionals working with them. This evidence-based book explains the many benefits of life story work, with practical guidance for introducing it in a variety of settings. The authors show how life story work can empower people with dementia to inform care practitioners and family members what care and support they may need now and in the future, by taking into account their past and their future wishes and aspirations. The book includes practical information on how to get started, ethical considerations such as consent and confidentiality, and considers issues of diversity and how to address them. The voices of practitioners, researchers and family carers sit alongside those of people living with dementia to present a wide-range of perspectives on life story work.
Loving Pablo, Hating Escobar
Now a major motion picture! Pablo Escobar was one of the most terrifying criminal minds of the last century. In the decade before his death in 1993, he reigned as the head of a multinational cocaine industry and brought the Colombian state to its knees, killing thousands of politicians, media personalities, police, and unarmed citizens. In the 1980s, Virginia Vallejo was Colombia’s most famous television celebrity: a top-rated anchorwoman and a twice-divorced socialite who had been courted by the country’s four wealthiest men. In 1982, she interviewed Pablo Escobar on her news program, and soon after, they began a discreet—albeit stormy—romantic relationship. During their five-year a...
Historical Abstracts
Vols. 17-18 cover 1775-1914.
Knowledge Graphs and Big Data Processing
This open access book is part of the LAMBDA Project (Learning, Applying, Multiplying Big Data Analytics), funded by the European Union, GA No. 809965. Data Analytics involves applying algorithmic processes to derive insights. Nowadays it is used in many industries to allow organizations and companies to make better decisions as well as to verify or disprove existing theories or models. The term data analytics is often used interchangeably with intelligence, statistics, reasoning, data mining, knowledge discovery, and others. The goal of this book is to introduce some of the definitions, methods, tools, frameworks, and solutions for big data processing, starting from the process of informatio...
