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Scientific knowledge is doubling every 10 to 15 years worldwide. Who generates this knowledge? Where is... Læs mere
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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
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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
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We face many environmental, technological, societal and economic challenges. To address these challenges, it is important to deploy... Læs mere
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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
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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.
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An accessible primer on how to create effective graphics from dataThis book provides students and researchers a hands-on introduction to the principles and... Læs mere
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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
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Essential reading for students and practitioners, this book focuses on practical algorithms used to solve key problems in data mining, with exercises suitable for students... Læs mere