1 code implementation • 1 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.
1 code implementation • 16 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.
Ranked #1 on Feature Importance on iris
no code implementations • 20 Mar 2019 • Cláudio Rebelo de Sá, Paulo Azevedo, Carlos Soares, Alípio Mário Jorge, Arno Knobbe
In CAR, the consequent is a single class, to which the example is expected to belong to.
no code implementations • 16 Apr 2018 • Arvind Kumar Shekar, Cláudio Rebelo de Sá, Hugo Ferreira, Carlos Soares
Predicting the health of components in complex dynamic systems such as an automobile poses numerous challenges.
no code implementations • 8 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.