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Written in accessible language without mathematical formulas, the book covers important machine learning algorithms and their respective applications in physics and across a number of... Læs mere
The book addresses the issues faced by teachers in the adoption of digital tools into their teaching. It presents theoretical perspectives of... Læs mere
With a quick start guide to epidemiological data visualization and analysis in R, this book spans the gulf between academia and practices providing many lively, instructive data analysis examples using the most up-to-date data, such as the newly discovered COVID-19.
The book covers a large body of knowledge to help practitioners and researchers understand the problems, concepts, methods and tools involved in modern social data analytics. The book includes a wealth of material to choose from for courses in data science and analytics.
Using a novel integration of mathematics and Python codes, this book illustrates the fundamental concepts that link probability, statistics, and... Læs mere
The Ethics of Artificial Intelligence in Education identifies and confronts key ethical issues generated over years of AI research, development, and deployment in learning contexts.
This book aims to focus on the Internet of Things (IoT) and Data Mining for Modern Engineering and Healthcare... Læs mere
This book describe the applications of bioinformatics, data management and computational techniques in clinical studies and drug discovery... Læs mere
Analytics projects have a great deal of complexity, which can be hidden and needs to be considered. This book is a guide to evaluating and... Læs mere
This book highlights the applications of data mining technologies in structural dynamic analysis, including structural design, optimization, parameter identification, model updating, damage identification, in civil, mechanical, and aerospace engineering.
The idea for this book came from the time the authors spent at the Statistics and Applied Mathematical Sciences Institute (SAMSI) in Research Triangle Park in North Carolina starting in fall 2003.