This revised textbook motivates and illustrates the techniques of applied probability by applications in electrical engineering and computer science (EECS). The author presents information processing and communication systems that use algorithms based on probabilistic models and techniques, including web searches, digital links, speech recognition, GPS, route planning, recommendation systems, c…
This open access book follows the development of the Building Resilience in Teacher Education (BRiTE) project across Australia and internationally. Drawing on the success of this project and the related research collaborations that have since emerged, it highlights the importance of cultivating resilience at various stages of teachers’ careers. Divided into three sections, the book inclu…
This Open Access proceedings present a good overview of the current research landscape of industrial robots. The objective of MHI Colloquium is a successful networking at academic and management level. Thereby the colloquium is focussing on a high level academic exchange to distribute the obtained research results, determine synergetic effects and trends, connect the actors personally and in c…
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 th…
This open access book presents insights on the resiliency strategies of at-risk vocational education and training (VET) students in the field of learning, employment and social integration, in the Baltic countries and Norway. It investigates the ways in which vocational education and training (VET) can enhance the social inclusion of young people at-risk, both in terms of combating school dropo…
Störungen, Krisen und Katastrophen stellen immer weniger die Ausnahme dar. Vielmehr werden und sind sie Teil unseres Alltags. Die Resilienz der Infrastrukturen zu stärken ist daher eine essenzielle Aufgabe unserer Zeit. Der vorliegende Sammelband betrachtet branchen- sowie ressortübergreifend die komplexer werdenden Rahmenbedingungen, mit denen unsere Gesellschaft konfrontiert ist. Die Beson…
This open access book critiques real world learning across both the curriculum and extracurricular activities. Drawing on disciplines as diverse as business, health, fashion, sociology and geography, the editors and authors employ a cross-disciplinary approach to examine how this concept is being applied in higher education. Divided into three parts, the authors and contributors analyse broader…
This comprehensive open access book enables readers to discover the essential techniques for load forecasting in electricity networks, particularly for active distribution networks. From statistical methods to deep learning and probabilistic approaches, the book covers a wide range of techniques and includes real-world applications and a worked examples using actual electricity data (includi…
This open access book identifies and analyses problems of text production in finance from three complementary perspectives: problem identification, problem analysis, and problem solution. By doing so, it explains why solving these problems in transdisciplinary collaboration benefits theory, practice, and society at large. Drawing on 25 years of ethnographic research, roughly 2100 text products,…
This open access book on infodemic management reviews the current discussions about this evolving area of public health from a variety of perspectives. Infodemic management is an evidence-based practice underpinned by the science of infodemiology that offers guidance to better manage pandemic and epidemic risks and more quickly tackle new and resurgent health threats. Infodemic management ha…