This book summarizes the state of the art in tree-based methods for insurance: regression trees, random forests and boosting methods. It also exhibits the tools which make it possible to assess the predictive performance of tree-based models. Actuaries need these advanced analytical tools to turn the massive data sets now at their disposal into opportunities.
This book presents the multiple facets of English as a Medium of Instruction (EMI) in higher education across various academic disciplines, an area that is expected to grow constantly in response to the competitive global higher education market. The studies presented were conducted in various EMI classrooms, with data collected from observing and documenting the teaching activities, and from i…
This open access book examines places on the margins and the dynamics through which a marginal position of a place is created. Specifically, it explores how places, mostly in sparsely populated areas, often perceived as immobile and frozen in time, come into being and develop through interference of everyday mobilities and creative practices that cut across the spheres of culture and nature as …
Dieses Open-Access Buch versucht, die Frage warum sich L1- und L2-Texte meistens leicht voneinander unterscheiden lassen, selbst wenn keine sprachlichen Fehler vorhanden sind, am Beispiel von chinesischen fortgeschrittenen Deutschlerner/-innen und deutschen L1-Sprecher/-innen zu beantworten. Basierend auf 40 argumentativen Korpustexten fokussiert sich die Studie auf drei Fragen: a) Wie untersch…
This open access edited volume explores the past, present, and future of artificiality and sustainability in entrepreneurship – the unforeseen consequences and ways to advance to a sustainable future. In particular, it connects artificiality, sustainability and entrepreneurship, intertwining artificial with the specific phenomenon of those novel digital technologies that provoke continuous an…
This open access book discusses the most modern approach to auditing complex digital systems and technologies. It combines proven auditing approaches, advanced programming techniques and complex application areas, and covers the latest findings on theory and practice in this rapidly developing field. Especially for those who want to learn more about novel approaches to testing complex informati…
This second edition, in Open Access, aims to provide a comprehensive and practical overview of the knowledge required for the assessment and management of the older adult with or at risk of fragility fracture, with additional focus on those who are frail. It considers this from the perspectives of all the clinical and home care settings in which this group of patients receive care and is releva…
This open access book from the world’s first 6G Flagship research program at the University of Oulu, Finland, provides a multi-disciplinary and insightful overview of the subject, with contributions from experts in the field. Today’s fourth generation of mobile connectivity services (4G) are available everywhere, and adoption of fifth generation (5G) networks is well underway. Compared to 4…
A phenomenological conception of language, drawing on Heidegger, Merleau-Ponty, and Wittgenstein, with implications for both the philosophy of language and current cognitive science.In this book, Andrew Inkpin considers the disclosive function of language--what language does in revealing or disclosing the world. His approach to this question is a phenomenological one, centering on the need to a…
A comprehensive and unified account of the neural computations underlying speech production, offering a theoretical framework bridging the behavioral and the neurological literatures.In this book, Frank Guenther offers a comprehensive, unified account of the neural computations underlying speech production, with an emphasis on speech motor control rather than linguistic content. Guenther focuse…