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The book provides explanations of principles of time-proven machine learning algorithms applied in text mining together with step-by-step... Læs mere
Scientific knowledge is doubling every 10 to 15 years worldwide. Who generates this knowledge? Where is... Læs mere
Large-scale machine learning could prove highly beneficial in the study of earth science, a broad, multidisciplinary field of study that generates huge... Læs mere
In order to make informed decisions, there are three important elements: intuition, trust, and analytics. These three elements—intuition, analytics, and trust—make a... Læs mere
We face many environmental, technological, societal and economic challenges. To address these challenges, it is important to deploy... Læs mere
This book shows how data science methods can improve decision making for wind energy applications. A broad set of data science methods will be covered, and the data science... Læs mere
This volume brings together research and system designs that address the scientific basis and the practical systems design issues that support areas ranging from intelligent business interfaces and predictive analytics to economics modeling.
The focus of this book is data analytics for COVID-19 which includes an overview of COVID-19 in terms of epidemic/pandemic, data processing and... Læs mere