Packed with real-world examples, industry insights and practical activities, this textbook is designed to teach machine learning in a way that is easy to understand and apply. It assumes only a basic knowledge of technology, making it an ideal resource for students and professionals, including those who are new to computer science. All the necessary topics are covered, including supervised and …
Europe is a popular destination for LGBTQ people seeking to escape discrimination and persecution. Yet, while European institutions have done much to promote the legal equality of sexual minorities and a number of states pride themselves on their acceptance of sexual diversity, the image of European tolerance and the reality faced by LGBTQ migrants and asylum seekers are often quite different. …
At a glance, 'borders' and 'boundaries' may seem synonymous. But in the real (geopolitical) world, they coexist as distinct, albeit overlapping entities: the former a state's delimitation of territory; the latter the social delineation of differences. The refugee crisis in Europe showed how racial and ethnic boundaries are often instrumentalised to justify the strengthening of state borders - r…
Many of today's Dutch writers were children during World War II. Even today, the traumatic childhood experience of enemy occupation is still central to the work of many of them. This interest cuts across the traditional boundaries between fiction, autobiography and the literature of trauma and recovery. A Family Occupation is the first English-language introduction to Dutch-language texts writt…
This exposition is primarily a survey of the elementary yet subtle innovations of several mathematicians between 1929 and 1934 that led to partial and then complete solutions to Hilbert’s Seventh Problem (from the International Congress of Mathematicians in Paris, 1900). This volume is suitable for both mathematics students, wishing to experience how different mathematical ideas can come toge…
This volume will serve as the first Handbook of its kind in the area of hearing aid research, often the least-defined, least-understood, part of the multi-disciplinary research process. Most scientific training is very advanced within the particular disciplines but provides little opportunity for systematic introduction to the issues and obstacles that prevent effective hearing-aid related rese…
This book presents a collection of results from the interdisciplinary research project “ELLI” published by researchers at RWTH Aachen University, the TU Dortmund and Ruhr-Universität Bochum between 2011 and 2016. All contributions showcase essential research results, concepts and innovative teaching methods to improve engineering education. Further, they focus on a variety of areas, includ…
This open access book, written by world experts in aquaponics and related technologies, provides the authoritative and comprehensive overview of the key aquaculture and hydroponic and other integrated systems, socio-economic and environmental aspects. Aquaponic systems, which combine aquaculture and vegetable food production offer alternative technology solutions for a world that is increasingl…
The Scholar as Human brings together faculty from a wide range of disciplines—history; art; Africana, American, and Latinx studies; literature, law, performance and media arts, development sociology, anthropology, and Science and Technology Studies—to focus on how scholarship is informed, enlivened, deepened, and made more meaningful by each scholar's sense of identity, purpose, and place i…
Rapid economic growth is often a disruptive social process threatening the social relations and ideologies of incumbent regimes. Yet far from acting defensively, the Chinese Communist Party has lead a major social and economic transformation over forty years, without yet encountering fundamental challenges subverting its rule. A key question for political sociology is thus - how have the logics…