Décio Alves; Fábio Mendonça; Sheikh Shanawaz Mostafa; Fernando Morgado Dias

Automated Aviation Wind Nowcasting: Exploring Feature-Based Machine Learning Methods Journal Article

Applied Sciences

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Mendonça, Fabio

Devices for Home Detection of Obstructive Sleep Apnea: A Review Journal Article

Sleep Medicine Reviews

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André Moura; Pedro Lima; Fábio Mendonça; Sheikh Shanawaz Mostafa; Fernando Morgado Dias

On the Use of Transformer-Based Models for Intent Detection Using Clustering Algorithms Journal Article

Applied Sciences

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Mendonça, Fabio

Automatic Detection of a Phases for CAP Classification Conference Paper

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Preety Baglat; Ahatsham; Fábio Mendonça; Ankit Gupta; Sheikh Shanawaz Mostafa; Fernando Morgado Dias

Non-Destructive Banana Ripeness Detection Using Shallow and Deep Learning: A Systematic Review Journal Article

Sensors

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Mendonça, Fabio

Combination of Deep and Shallow Networks for Cyclic Alternating Patterns Detection Conference Paper

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Aníbal Chaves; Fábio Mendonça; Sheikh Shanawaz Mostafa; Fernando Morgado Dias

Graphical User Interface for the Development of Probabilistic Convolutional Neural Networks Journal Article

Signals

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Fábio Mendonça; Sheikh Shanawaz Mostafa; Fernando Morgado Dias; Antonio G. Ravelo-García

An Oximetry Based Wireless Device for Sleep Apnea Detection Journal Article

Sensors

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Mendonça, Fabio

Multi-Objective Hyperparameter Optimization of Convolutional Neural Network for Obstructive Sleep Apnea Detection Journal Article

IEEE Access

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Mendonça, Fabio

On the use of patterns obtained from LSTM and feature-based methods for time series analysis: application in automatic classification of the CAP A phase subtypes Journal Article

Journal of Neural Engineering

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