Search Results for author: Cláudio Rebelo de Sá

Found 5 papers, 2 papers with code

RNNs on Monitoring Physical Activity Energy Expenditure in Older People

1 code implementation1 Jun 2020 Stylianos Paraschiakos, Cláudio Rebelo de Sá, Jeremiah Okai, Eline P. Slagboom, Marian Beekman, Arno Knobbe

To train the RNN for an elderly population, we used the GOTOV dataset with 34 healthy participants of 60 years and older (mean 65 years old), performing 16 different activities.

Variance-Based Feature Importance in Neural Networks

1 code implementation16 Oct 2019 Cláudio Rebelo de Sá

When the training is finished, for each input, the variances of the weights are combined with the final weights to obtain the measure of relative importance for each feature.

Feature Importance

Smart energy management as a means towards improved energy efficiency

no code implementations8 Feb 2018 Dylan te Lindert, Cláudio Rebelo de Sá, Carlos Soares, Arno J. Knobbe

The costs associated with refrigerator equipment often represent more than half of the total energy costs in supermarkets.

energy management Management

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