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pro vyhledávání: '"Engelbrecht, Andries P."'
Activation functions play a significant role in neural network design by enabling non-linearity. The choice of activation function was previously shown to influence the properties of the resulting loss landscape. Understanding the relationship betwee
Externí odkaz:
http://arxiv.org/abs/2306.16090
Autor:
Nikolikj, Ana, Cenikj, Gjorgjina, Ispirova, Gordana, Vermetten, Diederick, Lang, Ryan Dieter, Engelbrecht, Andries Petrus, Doerr, Carola, Korošec, Peter, Eftimov, Tome
A key component of automated algorithm selection and configuration, which in most cases are performed using supervised machine learning (ML) methods is a good-performing predictive model. The predictive model uses the feature representation of a set
Externí odkaz:
http://arxiv.org/abs/2306.00040
The process of training feedforward neural networks (FFNNs) can benefit from an automated process where the best heuristic to train the network is sought out automatically by means of a high-level probabilistic-based heuristic. This research introduc
Externí odkaz:
http://arxiv.org/abs/2303.16912
Autor:
Cenikj, Gjorgjina, Lang, Ryan Dieter, Engelbrecht, Andries Petrus, Doerr, Carola, Korošec, Peter, Eftimov, Tome
Fair algorithm evaluation is conditioned on the existence of high-quality benchmark datasets that are non-redundant and are representative of typical optimization scenarios. In this paper, we evaluate three heuristics for selecting diverse problem in
Externí odkaz:
http://arxiv.org/abs/2204.11527
Publikováno v:
In Engineering Applications of Artificial Intelligence July 2024 133 Part F
Intensive livestock production might have a negative environmental impact, by producing large amounts of animal manure, which, if not properly managed, can contaminate nearby water bodies with nutrient excess. However, if animal manure is exported to
Externí odkaz:
http://arxiv.org/abs/2006.09122
Intensive livestock production might have a negative environmental impact, by producing large amounts of animal excrements, which, if not properly managed, can contaminate nearby water bodies with nutrient excess. However, if animal manure is exporte
Externí odkaz:
http://arxiv.org/abs/2006.04573
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