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07/10/2022
Human-Centric Research for NLP: Towards a Definition and Guiding Questions
With Human-Centric Research (HCR) we can steer research activities so th...
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09/10/2021
ProcK: Machine Learning for Knowledge-Intensive Processes
Process mining deals with extraction of knowledge from business process ...
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04/23/2021
A study on Ensemble Learning for Time Series Forecasting and the need for Meta-Learning
The contribution of this work is twofold: (1) We introduce a collection ...
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01/30/2020
HAMLET – A Learning Curve-Enabled Multi-Armed Bandit for Algorithm Selection
Automated algorithm selection and hyperparameter tuning facilitates the ...
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04/15/2019