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20212024
most citedMachine Learning for Multi-Output Regression: When should a holistic multivariate approach be preferred over separate univariate ones?

9 citations · 16 across the 7 of their papers we have counts for

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Showing 2023Show all

2 papers · 1 filter

stat.ML2023★ 3 cited

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

Lena Schmid, Moritz Roidl, Markus Pauly

Many planning and decision activities in logistics and supply chain management are based on forecasts of multiple time dependent factors. Therefore, the quality of planning depends…

eess.SP2023★ 3 cited

Dataset Bias in Human Activity Recognition

Nilah Ravi Nair, Lena Schmid, Fernando Moya Rueda +3

When creating multi-channel time-series datasets for Human Activity Recognition (HAR), researchers are faced with the issue of subject selection criteria. It is unknown what physic…