This open access book introduces Vector semantics, which links the formal theory of word vectors to the cognitive theory of linguistics. The computational linguists and deep learning researchers who developed word vectors have relied primarily on the ever-increasing availability of large corpora and of computers with highly parallel GPU and TPU compute engines, and their focus is with endow…
Resilienz ist in aller Munde. Egal, ob es sich um gesellschaftliche, wirtschaftliche, technologische oder ökologische Themen handelt: Der Begriff bestimmt zunehmend den Diskurs über die Zukunftsfähigkeit unserer Gesellschaft und den Zustand unseres Planeten. Der fünfte Open-Access Themenband des Instituts für Innovation und Technik (iit) gibt einen interdisziplinären Einblick in das T…
This book is the first to be devoted to the theory and applications of spherical (radial) basis functions (SBFs), which is rapidly emerging as one of the most promising techniques for solving problems where approximations are needed on the surface of a sphere. The aim of the book is to provide enough theoretical and practical details for the reader to be able to implement the SBF methods to sol…
This book describes the basic principles underlying the generation, coding, transmission and enhancement of speech and audio signals, including advanced statistical and machine learning techniques for speech and speaker recognition with an overview of the key innovations in these areas. Key research undertaken in speech coding, speech enhancement, speech recognition, emotion recognition and spe…
Der Open-Access-Band stellt die Bedingungen, Verfahrensweisen und Organisationsformen einer gemeinschaftlichen Entwicklung von Gemeinden, Städten und Regionen in den Mittelpunkt einer wissenschaftlichen Auseinandersetzung. Da Kommunen angesichts der Anforderungen aus globalen, nationalen und regionalen Veränderungen die damit verbundenen komplexen Aufgaben nicht mehr alleine lösen können…
This book presents various contributions of splines to signal and image processing from a unified perspective that is based on the Zak transform (ZT). It expands the methodology from periodic splines, which were presented in the first volume, to non-periodic splines. Together, these books provide a universal toolbox accompanied by MATLAB software for manipulating polynomial and discrete splines…
The aim of this open access book is to provide a unique, timely, critical and comprehensive compilation of more than 30 years of robust international experimental and clinical research related to the basic science and therapeutic application of water-filtered infrared-A (wIRA) and hyperthermia in oncology, psychiatry (depression), musculoskeletal disorders, dermatology, infectiology, and surger…
This open-access-book synthesizes a supportive developer checklist considering sustainable Team and agile Project Management in the challenge of Artificial Intelligence and limits of image recognition. The study bases on technical, ethical, and legal requirements with examples concerning autonomous vehicles. As the first of its kind, it analyzes all reported car accidents state wide (1.28 milli…
This open access book provides teachers with approaches to strengthen reading comprehension instruction based on scientific research and evidence-based didactic principles. In this volume, the Progress in International Reading Study (PIRLS) framework is used to inform teachers about the skills and knowledge that students need to comprehend certain texts. The book gives practical guidance on how…
This open access book addresses the multiple health dimensions posed by the COVID-19 pandemic in India and other countries including nine in Asia, five in Sub-Saharan Africa, and New Zealand. It explores the impact of the pandemic on mental health, sexual and reproductive health and rights, health financing, self-care, and vaccine development and distribution. The contributing authors discuss i…