Titlebook: Apply Data Science; Introduction, Applic Thomas Barton,Christian Müller Book 2023 The Editor(s) (if applicable) and The Author(s), under ex

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Text Mining in Scientific Literature Evaluation: Extraction of Keywords for Describing Content scientific literature search. If a literature search is carried out as part of a scientific work, the found publications must be analyzed and their content evaluated. This can be a large number of publications, so that the analysis of the content can be extremely time-consuming. This article descri

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Identification of Relevant Relationships in Data Using Machine Learningthe number of faults in the products must be kept as small as possible in order to avoid annoying customers and to minimize costs for maintenance and repair. Machine learning models such as subgroup discovery and association rules make it possible to find relationships between product configurations

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Correction to: Using the Data Science Process Model Version 1.1 (DASC-PM v1.1) for Executing Data S

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Integration of Renewable Energies—AI-Based Prediction Methods for Electricity Generation from Photovther services. As services, we will showcase (a) AI-based prediction methods that predict the power generation of a photovoltaic system and (b) downstream services that use these predictions for other purposes. Downstream services could be, e.g., a power grid calculation to predict future grid condi