Abstract: Descriptive models pretend to give a representation of the reality of any system that allows to study its real operation in an easy and flexible way to finally propose solutions and possible ...
Excetional Model Mining is a descriptive modeling technique to discover interesting patterns in datasets. Whether a pattern is exceptional or not is often quite subjective and dependent on the context ...
Abstract: Defense modeling and simulation (DM&S) has brought insights into how to efficiently operate combat entities, such as soldiers and weapon systems. Most DM&S works have been developed to ...
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The analysis of climate data has relied heavily on hypothesis-driven statistical methods, while projections of future climate are based primarily on physics-based computational models. However, in ...
Effects of Data Anonymization by Cell Suppression on Descriptive Statistics and Predictive Modeling Performance Lucila Ohno-Machado, MD, PhD, Staal Vinterbo, PhD, and Stephan Dreiseitl, PhD ...
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