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This new book provides an article-by-article commentary on the new EU General Data Protection Regulation. Adopted in April 2016 and applicable from May 2018, the GDPR is the centrepiece of the recent reform of the EU regulatory framework for protection of personal data. It replaces the 1995 EU Data Protection Directive and has become the most significant piece of data protection legislation anywhere in the world. The book is edited by three leading authorities and written by a team of expert specialists in the field from around the EU and representing different sectors (including academia, the EU institutions, data protection authorities, and the private sector), thus providing a pan-Europea...
Today, global competition obliges companies dealing in international trade to modernize their procedures of delivery in order to minimize the customs burden and simplify the relation with customs authorities. Customs planning is the current option to be effective in the worldwide marketplace. However, customs officials are facing new challenges: they must ensure the smooth flow of trade while applying necessary controls on the one hand, while protecting the health and safety of the Community's citizens on the other. To achieve and maintain the correct balance between these demands, control methods are constantly evolving raising major challenges to those charged with planning and compliance....
Graph-structured data is ubiquitous throughout the natural and social sciences, from telecommunication networks to quantum chemistry. Building relational inductive biases into deep learning architectures is crucial for creating systems that can learn, reason, and generalize from this kind of data. Recent years have seen a surge in research on graph representation learning, including techniques for deep graph embeddings, generalizations of convolutional neural networks to graph-structured data, and neural message-passing approaches inspired by belief propagation. These advances in graph representation learning have led to new state-of-the-art results in numerous domains, including chemical sy...
This book provides a concise, practical guide to the European Union’s Anti-Tax Avoidance Directive (ATAD). Presenting unique insights into the ATAD’s five specific anti-avoidance rules, its chapters explain the background of those rules, the directive’s interactions with relevant jurisprudence, and the challenges posed to the ATAD’s interpretation and implementation in domestic law.
Illustrators Annual 2020 is the 2020 edition of Chronicle Books' yearly publication celebrating artists featured at the Bologna Children's Book Fair. Selected by the year's jury at the fair, these illustrators represent the most daring, exciting artistic minds working across the world. Celebrating debut and storied talent from around the world--talent poised to engage a whole new generation of book lovers--this glorious compendium can be read cover-to-cover or browsed through at random. * An annual publication that brings groundbreaking art from around the world to the English-speaking market * Inspires readers to marvel at the brilliance of the gifts shared by children's book illustrators *...
We’re pleased to welcome you to the Department of Political Science at the University of Bari “Aldo Moro” for the 7th Migration Conference. The conference is the largest scholarly gathering on migration with a global scope. Human mobility, economics, work, employment, integration, insecurity, diversity and minorities, as well as spatial patterns, culture, arts and legal and political aspects appear to be key areas in the current migration debates and research. Throughout the program of the Migration Conference you will find various key thematic areas covered in 598 presentations by 767 contributors coming from all around the world, from Australia to Canada, China to Colombia, Brazil to...
This book analyses the horizontal effect of fundamental rights in the European Union, from a constitutional perspective. It advances two main arguments: First, it argues that the horizontal effect of fundamental rights (i.e. their application to disputes between private parties) cannot be usefully discussed based on the existing EU horizontality doctrine, which associates horizontality with the exercise of horizontal direct effect only. That doctrine is characterised by a series of overly technical rules as to how the latter may be produced and has a case-specific nature that lacks overall constitutional coherence. Secondly, the book argues that a substantive theory of horizontality is requi...
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...
Program synthesis is the task of automatically finding a program in the underlying programming language that satisfies the user intent expressed in the form of some specification. Since the inception of artificial intelligence in the 1950s, this problem has been considered the holy grail of Computer Science. Despite inherent challenges in the problem such as ambiguity of user intent and a typically enormous search space of programs, the field of program synthesis has developed many different techniques that enable program synthesis in different real-life application domains. It is now used successfully in software engineering, biological discovery, compute-raided education, end-user programm...
This Book of Abstracts is the main publication of the 71st Annual Meeting of the European Federation of Animal Science (EAAP). It contains abstracts of the invited papers and contributed presentations of the sessions of EAAP's eleven Commissions: Animal Genetics, Animal Nutrition, Animal Management and Health, Animal Physiology, Cattle Production, Sheep and Goat Production, Pig Production, Horse Production and Livestock Farming Systems, Insects and Precision Livestock Farming.