This book provides a complete overview of the role of machine learning in radiation oncology and medical physics, covering basic theory, methods, and a variety of applications in medical physics and radiotherapy. An introductory section explains machine learning, reviews supervised and unsupervised learning methods, discusses performance evaluation, and summarizes potential applications in radi…
This book constitutes the refereed proceedings of the 8th International Symposium on Algorithmic Game Theory, SAGT 2015, held in Saarbrücken, Germany, in September 2015. The 22 full papers presented together with one extended abstract and 6 brief announcements were carefully reviewed and selected from 63 submissions. They cover various important aspects of algorithmic game theory, such as m…
This book provides a complete overview of the role of machine learning in radiation oncology and medical physics, covering basic theory, methods, and a variety of applications in medical physics and radiotherapy. An introductory section explains machine learning, reviews supervised and unsupervised learning methods, discusses performance evaluation, and summarizes potential applications in r…
Human development has made remarkable social and economic progress possible for most of us but has also entailed a range of serious impacts on natural resources, local communities and the economy at multiple scales. Thus, achieving sustainable territorial management that combines healthy and prosperous societies with the long-term maintenance of biodiversity and productive ecosystem services re…
MATLAB® is used for a wide range of applications in geosciences, such as image processing in remote sensing, the generation and processing of digital elevation models and the analysis of time series. This book introduces methods of data analysis in geosciences using MATLAB, such as basic statistics for univariate, bivariate and multivariate datasets, time-series analysis, signal processing, th…
"A Learning Approach to School Discipline: Problem Solving Instead of Punishing" is one of the free open textbooks for Tertiary level. Feel free to use, adapt and modify the content to your own needs, and share the improved content with others because the book is offered under Creative Commons (CC) license. It allows users to repurpose the materials under the condition that original authors’ …
This book discusses both the theory and practical applications of self-correcting data, commonly known as error-correcting codes. The applications included demonstrate the importance of these codes in a wide range of everyday technologies, from smartphones to secure communications and transactions. Written in a readily understandable style, the book presents the authors’ twenty-five years of …
The editors of Copy(write): Intellectual Property in the Writing Classroom bring together stories, theories, and research that can further inform the ways in which we situate and address intellectual property issues in our writing classrooms. The essays in the collection identify and describe a wide range of pedagogical strategies, consider theories, present research, explore approaches, and of…
Rumah sakit saat ini menghadapi sejumlah besar tantangan, termasuk pola penyakit baru, teknologi medis yang berkembang pesat, populasi yang menua, dan kendala anggaran yang berkelanjutan. Buku ini ditulis oleh dokter untuk dokter dan manajer rumah sakit, serta mereka yang merancang dan mengoperasikan rumah sakit. Ini menjelaskan mengapa rumah sakit perlu berubah saat pasien yang mereka rawat d…
This book provides a comprehensive overview of metabonomics and gut microbiota research from molecular analysis to population-based global health considerations. The topics include the discussion of the applications in relation to metabonomics and gut microbiota in nutritional research, in health and disease and a review of future therapeutical, nutraceutical and clinical applications. It also …