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Understanding Media and Society in the Age of Digitalisation
This book provides a selection of international perspectives in the interdisciplinary field of media and communications research with emphasis placed on methodological approaches and new research domains. It includes critical reflections on how to conduct research on digital media culture, especially concerning the potentials and limitations for mixed methods research and online research strategies, as well as a series of hands-on case studies. These range from digital fan cultures, through environmental communication, news media, digital politics during conflicts and crises, to digital media psychology and the emerging field of medical humanities. Diverse in its examples and angles, the book provides a rich snippet of how media research practices are determined by practical factors and research interests.
The Migration Conference 2017 Programme and Abstracts Book
The Migration Conference 2017 hosted by Harokopio University, Athens from 23 to 26 August. The 5th conference in our series, the 2017 Conference was probably the largest scholarly gathering on migration with a global scope. Human mobility, border management, integration and security, diversity and minorities as well as spatial patterns, identity and economic implications have dominated the public agenda and gave an extra impetus for the study of movers and non-movers over the last decade or so. Throughout the program of the Migration Conference you will find various key thematic areas are covered in about 400 presentations by about 400 colleagues coming from all around the world from Australia to Canada, China to Mexico, South Africa to Finland. We are also proud to bring you opportunities to meet with some of the leading scholars in the field. Our line of keynote speakers include Saskia Sassen, Oded Stark, Giuseppe Sciortino, Neli Esipova, and Yüksel Pazarkaya.
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...
Program Synthesis
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...
Transformational Leadership in Nursing
This text provides nurses studying leadership theory with insight and guidance in motivating and leading staff. The concepts of transformational leadership are explored to direct the nurse leader in increasing productivity and retention of staff.
Fundamentals of Brain Network Analysis
Fundamentals of Brain Network Analysis is a comprehensive and accessible introduction to methods for unraveling the extraordinary complexity of neuronal connectivity. From the perspective of graph theory and network science, this book introduces, motivates and explains techniques for modeling brain networks as graphs of nodes connected by edges, and covers a diverse array of measures for quantifying their topological and spatial organization. It builds intuition for key concepts and methods by illustrating how they can be practically applied in diverse areas of neuroscience, ranging from the analysis of synaptic networks in the nematode worm to the characterization of large-scale human brain...
Convex Optimization
Convex optimization problems arise frequently in many different fields. This book provides a comprehensive introduction to the subject, and shows in detail how such problems can be solved numerically with great efficiency. The book begins with the basic elements of convex sets and functions, and then describes various classes of convex optimization problems. Duality and approximation techniques are then covered, as are statistical estimation techniques. Various geometrical problems are then presented, and there is detailed discussion of unconstrained and constrained minimization problems, and interior-point methods. The focus of the book is on recognizing convex optimization problems and then finding the most appropriate technique for solving them. It contains many worked examples and homework exercises and will appeal to students, researchers and practitioners in fields such as engineering, computer science, mathematics, statistics, finance and economics.
Graph-Based Semi-Supervised Learning
While labeled data is expensive to prepare, ever increasing amounts of unlabeled data is becoming widely available. In order to adapt to this phenomenon, several semi-supervised learning (SSL) algorithms, which learn from labeled as well as unlabeled data, have been developed. In a separate line of work, researchers have started to realize that graphs provide a natural way to represent data in a variety of domains. Graph-based SSL algorithms, which bring together these two lines of work, have been shown to outperform the state-of-the-art in many applications in speech processing, computer vision, natural language processing, and other areas of Artificial Intelligence. Recognizing this promis...
Strategic Marketing For Nonprofit Organizations, 7e
The book delves into ‘nonprofit marketing that is poised to have a much greater impact on the field of nonprofit management and the growing intersection between that sector and the business world’. This edition further reflects the fact that this impact is now a reality, with a special focus on the nonprofit management and marketing strategies in India and South Asia. Features: • Increasing pressure on government agencies and nonprofit organizations to adopt business models and frameworks to guide their operations • The prominence of the concept of ‘social enterprise’ as a way of thinking about the ventures that both social and commercial entities are undertaking • Witnessing o...
