153 citations
- Universidade da MadeiraPT5 papers
- Universidad de Las Palmas de Gran CanariaES2 papers
- Active Technologies (Italy)IT1 paper
- Geometric (India)IN1 paper
- INESC TECPT1 paper
- Instituto de TelecomunicaçõesPT1 paper
- Northwestern UniversityUS1 paper
- Saarland UniversityDE1 paper
- Universidade Nova de LisboaPT1 paper
- University of BremenDE1 paper
- University of LaplandFI1 paper
- University of LisbonPT1 paper
8 papers
Variational Autoencoder Kernel Interpretation and Selection for Classification
Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado-Dias +1
This work proposed kernel selection approaches for probabilistic classifiers based on features produced by the convolutional encoder of a variational autoencoder. Particularly, the…
ProBoost: a Boosting Method for Probabilistic Classifiers
Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado-Dias +2
ProBoost, a new boosting algorithm for probabilistic classifiers, is proposed in this work. This algorithm uses the epistemic uncertainty of each training sample to determine the m…
Multiple Time Series Fusion Based on LSTM An Application to CAP A Phase Classification Using EEG
Fábio Mendonça, Sheikh Shanawaz Mostafa, Diogo Freitas +2
Biomedical decision making involves multiple signal processing, either from different sensors or from different channels. In both cases, information fusion plays a significant role…
An Integrated Approach Towards the Construction of an HCI Methodological Framework
Tasos Spiliotopoulos, Ian Oakley
We present a methodological framework aiming at the support of HCI practitioners and researchers in selecting and applying the most appropriate combination of HCI methods for parti…
BreastScreening: On the Use of Multi-Modality in Medical Imaging Diagnosis
Francisco Maria Calisto, Nuno Jardim Nunes, Jacinto Carlos Nascimento
This paper describes the field research, design and comparative deployment of a multimodal medical imaging user interface for breast screening. The main contributions described her…
Sizing and Profitability of Energy Storage for Prosumers in Madeira, Portugal
Md Umar Hashmi, Jonathan Cavaleiro, Lucas Pereira +1
This paper proposes a framework to select the best-suited battery for co-optimizing for peak demand shaving, energy arbitrage and increase self-sufficiency in the context of power…