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"Industry 4.0 is the latest technological innovation in manufacturing with the goal to increase productivity in a flexible and efficient manner. Changing the way in which manufacturers operate, this revolutionary transformation is powered by various technology advances including artificial...
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"The practice of data analytics is changing and modernizing. Innovations in computation and machine learning are creating new opportunities for the data analyst: exposing previously unexplored data to scientific analysis, scaling tasks through automation, and allowing deeper and more accurate...
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textbook is an essential text for both undergraduate and postgraduate students in fields such as information systems …
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Bei der Analyse von höherdimensionalen Daten kann deren Gestalt wichtige Informationen über den Datensatz liefern. Bei einer gegebenen Punktwolke, die aus einem unbekannten topologischen Raum ausgewählt wurde, versucht die Topologische Datenanalyse (TDA) den ursprünglichen Raum zu...
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Integrated Volatility -- Zero-inflated Data Generation Processes -- Algorithmic Text Forecasting. …This thesis presents a new strategy that unites qualitative and quantitative mass data in form of text news and tick … information embedded in unexpected, but public observable text data in shock and nonshock information. The monitor is trained …
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