Lena Schmid | DeepAI

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Featured Co-authors

Markus Pauly
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Gernot A. Fink
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Andreas Groll
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Moritz Roidl
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Christopher Reining
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Fernando Moya Rueda
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Alexander Gerharz
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Michael ten Hompel
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research

∙ 03/13/2023

Comparing statistical and machine learning methods for time series forecasting in data-driven logistics – A simulation study

Many planning and decision activities in logistics and supply chain mana...

0 Lena Schmid, et al. ∙

research

∙ 01/19/2023

Dataset Bias in Human Activity Recognition

When creating multi-channel time-series datasets for Human Activity Reco...

0 Nilah Ravi Nair, et al. ∙

research

∙ 01/14/2022

Machine Learning for Multi-Output Regression: When should a holistic multivariate approach be preferred over separate univariate ones?

Tree-based ensembles such as the Random Forest are modern classics among...

13 Lena Schmid, et al. ∙

research

∙ 05/28/2021

pRSL: Interpretable Multi-label Stacking by Learning Probabilistic Rules

A key task in multi-label classification is modeling the structure betwe...

0 Michael Kirchhof, et al. ∙