Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being
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SDG 4 Quality Education
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SDG 6 Clean Water and Sanitation
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SDG 9 Industry, Innovation, and Infrastructure
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SDG 10 Reduced Inequalities
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SDG 11 Sustainable Cities and Communities
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SDG 12 Responsible Consumption and Production
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SDG 13 Climate Action
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Collaborations and top research areas from the last five years
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Research output
- 8 Article
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Learning Curves for Decision Making in Supervised Machine Learning - A Survey
Mohr, F. (Correspondent Author) & van Rijn, J. N. (Second Author), Dec 2024, In: Machine Learning. 113, 11, p. 8371-8425 55 p.Research output: Contribution to journal › Article › peer-review
Open Access27 Scopus citations -
Predictive model for the classification of university students at risk of academic loss
Gamboa-Mora, M. (Correspondent Author), Vivián-Mohr, F. (Second Author), Ahumada De La Rosa, V. (Third Author), Vera-Monroy, S. (Fourth Autor) & Mejía-Camacho, A. (Fifth Author), 1 Jul 2024, In: Educacion y Humanismo. 26, 47Research output: Contribution to journal › Article › peer-review
Open Access -
The unreasonable effectiveness of early discarding after one epoch in neural network hyperparameter optimization
Egele, R. (Correspondent Author), Mohr, F. (Second Author), Viering, T. & Balaprakash, P., 7 Sep 2024, In: Neurocomputing. 597, 127964.Research output: Contribution to journal › Article › peer-review
Open Access10 Scopus citations -
Fast and informative model selection using learning curve cross-validation
Mohr, F. V. (First Author) & Van Rijn, J. (Second Author), 1 Mar 2023, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. p. 9669-9680 11 p.Research output: Contribution to journal › Article › peer-review
51 Scopus citations -
Naive automated machine learning
Mohr, F. V. (First Author) & Wever, M. (Second Author), 1 Apr 2023, In: Machine Learning. p. 1131-1170 39 p.Research output: Contribution to journal › Article › peer-review
19 Scopus citations