This open access book presents the first comprehensive overview of general methods in Automated Machine Learning (AutoML), collects descriptions of existing systems based on these methods, and discusses the first series of international challenges of AutoML systems. The recent success of commercial ML applications and the rapid growth of the field has created a high demand for off-the-shelf ML …
Based on a series of case studies of globally distributed media and their reception in different parts of the world, Imagining the Global reflects on what contemporary global culture can teach us about transnational cultural dynamics in the 21st century. A focused multisited cultural analysis that reflects on the symbiotic relationship between the local, the national, and the global, it also ex…
The authors consider the ways in which the high degree of ethnic diversity within the region is related to the nature of tropical Asian environments, on the one hand, and the nature of Southeast Asian political systems and the ways in which they manipulate natural resources, on the other. Rather than focus on defining the phenomenon of ethnicity, this book examines the different social evolutio…
Digital Humanities remains a contested, umbrella term covering many types of work in numerous disciplines, including literature, history, linguistics, classics, theater, performance studies, film, media studies, computer science, and information science. In Traces of the Old, Uses of the New: The Emergence of Digital Literary Studies, Amy Earhart stakes a claim for discipline-specific history o…
This book was motivated by the need to approach with a fresh look what we regard as perhaps the most embarrassing predicament of the Anthropocene/Capitalocene (Capra and Mattei, 2015, Altvater et al., 2016, Moore, 2017). We live in an era with roughly the same number (about one billion) of over-fed people and of people lacking access to nutritious food (which means that do not know in the morni…