Prof. Dr. Mathias Kraus

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List of publications:

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Juniorprofessur für Data Analytics
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Types of publications

Journal article
Book chapter / Article in edited volumes
Authored book
Translation
Thesis
Edited Volume
Conference contribution
Other publication type
Unpublished / Preprint

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Abstract

Journal

Forecasting remaining useful life: Interpretable deep learning approach via variational Bayesian inferences (2019) Kraus M, Feuerriegel S Journal article Improving heart rate variability measurements from consumer smartwatches with machine learning (2019) Maritsch M, Berube C, Kraus M, Lehmann V, Zuger T, Feuerriegel S, Kowatsch T, Wortmann F Conference contribution Personalized purchase prediction of market baskets with Wasserstein-based sequence matching (2019) Kraus M, Feuerriegel S Conference contribution Sentiment analysis based on rhetorical structure theory:Learning deep neural networks from discourse trees (2019) Kraus M, Feuerriegel S Journal article Bringing Advanced Analytics to Manufacturing: A Systematic Mapping (2019) Wolf H, Lorenz R, Kraus M, Feuerriegel S, Netland TH Conference contribution Deep learning for affective computing: Text-based emotion recognition in decision support (2018) Kratzwald B, Ilic S, Kraus M, Feuerriegel S, Prendinger H Journal article Decision support from financial disclosures with deep neural networks and transfer learning (2017) Kraus M, Feuerriegel S Journal article
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