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Showing 1 to 3 of 3 for “"DPLS"”.
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Stimmungen und Erwartungen im System der Märkte : eine Analyse mit DPLS-Modellen
… der Märkte mit Dynamic Partial Least Squares (DPLS) Modellen. Die Analyse komplexer Systeme mit umfangreichen Datensätzen und die Erkennung relevanter Muster erfordern die Verwendung moderner statistischer Verfahren. DPLS-Modelle, eine Variante der Strukturgleichungs-modelle mit Latenten …
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Geographic classification of wines using Vis-NIR spectroscopy
… Discriminant partial least square regression (DPLS) and linear discriminant analysis (LDA) based on PCA scores were used to perform classification. Over 90% of the Tempranillo wines were correctly classified according to their geographical region using both DPLS and LDA. A classification rate …
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Data Analytics and Machine Learning Applications in Fermentation Processes and Molecular Property Prediction
… PLS methods. The results show that dynamic PLS (DPLS) with OWU and time-lagged quality variables is the most efficient, accurate, and easy to implement. The BWU approach is useful for analyzing the differences between batches and identifying abnormalities and outliers, while the OWU quantifies …