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Ends of War
None
The History, Present State, and Future of Information Technology
In Part I, Prof. Targowski takes us through the evolution of modern computing and information systems. While much of this material is familiar to those of us who have lived through these developments, it would definitely not be familiar to our children or our students. He also introduces a perspective that I found both refreshing and useful: looking at the evolution on a country by country basis. For those of us who live in the U.S., it is all too easy to imagine that evolution to be a purely local phenomenon. I found my appreciation of the truly global nature of computing expanding as he walked me through each country’s contributions. In Parts II and III, constituting nearly half of the b...
On Diary
On Diary is the second collection in English of the groundbreaking and profoundly influential work of one of the best-known and provocative theorists of autobiography and diary. Ranging from the diary’s historical origins to its pervasive presence on the Internet, from the spiritual journey of the sixteenth century to the diary of Anne Frank, and from the materials and methods of diary writing to the question of how diaries end, these essays display Philippe Lejeune’s expertise, eloquence, passion, and humor as a commentator on the functions, practices, and significance of keeping or reading a diary. Lejeune is a leading European critic and theorist of diary and autobiography. His landma...
Graph Representation Learning
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...
Migration of the Ukrainian Population
Ukraine is a 'border' society, situated culturally and socio-politically between Eurasian and Euro-Atlantic poles of attraction. The influence of these two distinct cultures can be seen throughout Ukrainian society, but particularly in its patterns of migration.In this book, Dr hab. Y. Bilan analyses external migration from Ukraine using a system analysis approach combining econometric analysis and statistical modelling, historiographical and institutional analysis, and quantitative and qualitative sociological analysis with special attention to media discourse and congregational, demographic, gender and regional dimensions.The author's analysis builds on statistical data and a range of studies in English, Ukrainian, Russian and Polish, presenting the Ukrainian case as applicable to other border societies and beyond.
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...
Somatic Criticism Project
Somatic criticism - Somatic writing, touching sense - Aleksander Wat - Somatic style - Eugeniusz Tkaczyszyn Dycki - Sound effects - Joanna Pollakówna - Listening as a somatic experience - Edward Pasewicz - Sonnet corpus - Somatext: word, picture and rhythm.
Modern Art in Eastern Europe
This pioneering and award-winning study provides the world with the first coherent narrative of Eastern European contributions to the modern art movement. Analyzing an enormous range of works, from art centers such as Prague, Warsaw and Budapest, (many published here for the first time), S.A. Mansbach shows that any understanding of Modernism is essentially incomplete without the full consideration of vital Eastern European creative output. He argues that Cubism, Expressionism and Constructivism, along with other great modernist styles, were merged with deeply rooted, Eastern European visual traditions. The art that emerged was vital modernist art that expressed the most pressing concerns of...
Representation Learning for Natural Language Processing
This open access book provides an overview of the recent advances in representation learning theory, algorithms and applications for natural language processing (NLP). It is divided into three parts. Part I presents the representation learning techniques for multiple language entries, including words, phrases, sentences and documents. Part II then introduces the representation techniques for those objects that are closely related to NLP, including entity-based world knowledge, sememe-based linguistic knowledge, networks, and cross-modal entries. Lastly, Part III provides open resource tools for representation learning techniques, and discusses the remaining challenges and future research directions. The theories and algorithms of representation learning presented can also benefit other related domains such as machine learning, social network analysis, semantic Web, information retrieval, data mining and computational biology. This book is intended for advanced undergraduate and graduate students, post-doctoral fellows, researchers, lecturers, and industrial engineers, as well as anyone interested in representation learning and natural language processing.
