Fernando Morgado Dias

80 papers B 1C 6Journal 52Unranked 19

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	ProBoost: Reducing Uncertainty Using a Boosting Method for Probabilistic Models. IEEE Access Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García, Mário A. T. Figueiredo
2024	J	`jnl`	Wind Limitations at Madeira International Airport: A Deep Learning Prediction Approach. IEEE Access Décio Alves, Diogo Freitas, Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias
2023	J	`jnl`	Non-Destructive Banana Ripeness Detection Using Shallow and Deep Learning: A Systematic Review. Sensors Preety Baglat, Ahatsham Hayat, Fábio Mendonça, Ankit Gupta, Sheikh Shanawaz Mostafa, Fernando Morgado Dias
2023	J	`jnl`	On the Use of Kullback-Leibler Divergence for Kernel Selection and Interpretation in Variational Autoencoders for Feature Creation. Inf. Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García
2023	J	`jnl`	The Potential of Machine Learning for Wind Speed and Direction Short-Term Forecasting: A Systematic Review. Comput. Décio Alves, Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias
2022	J	`jnl`	A Motion and Illumination Resistant Non-Contact Method Using Undercomplete Independent Component Analysis and Levenberg-Marquardt Algorithm. IEEE J. Biomed. Health Informatics Ankit Gupta, Antonio G. Ravelo-García, Fernando Morgado Dias
2022	J	`jnl`	Automatic detection of cyclic alternating pattern. Neural Comput. Appl. Fábio Mendonça, Ana Fred, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García
2022	J	`jnl`	Availability and performance of face based non-contact methods for heart rate and oxygen saturation estimations: A systematic review. Comput. Methods Programs Biomed. Ankit Gupta, Antonio G. Ravelo-García, Fernando Morgado Dias
2022	J	`jnl`	Correction: Hayat et al. Human Activity Recognition for Elderly People Using Machine and Deep Learning Approaches. Information 2022, 13, 275. Inf. Ahatsham Hayat, Fernando Morgado Dias, Bikram Pratim Bhuyan, Ravi Tomar
2022	J	`jnl`	Heuristic Optimization of Deep and Shallow Classifiers: An Application for Electroencephalogram Cyclic Alternating Pattern Detection. Entropy Fábio Mendonça, Sheikh Shanawaz Mostafa, Diogo Freitas, Fernando Morgado Dias, Antonio G. Ravelo-García
2022	J	`jnl`	Human Activity Recognition for Elderly People Using Machine and Deep Learning Approaches. Inf. Ahatsham Hayat, Fernando Morgado Dias, Bikram Pratim Bhuyan, Ravi Tomar
2022	J	`jnl`	ProBoost: a Boosting Method for Probabilistic Classifiers. CoRR Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García, Mário A. T. Figueiredo
2022	J	`jnl`	Variational Autoencoder Kernel Interpretation and Selection for Classification. CoRR Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García
2021	J	`jnl`	A method based on cardiopulmonary coupling analysis for sleep quality assessment with FPGA implementation. Artif. Intell. Medicine Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García
2021	J	`jnl`	Column amplification stages in CMOS image sensors based on incremental sigma-delta ADCs. Microelectron. J. Luis Miguel Carvalho Freitas, Fernando Morgado Dias
2021	J	`jnl`	Multiple Time Series Fusion Based on LSTM An Application to CAP A Phase Classification Using EEG. CoRR Fábio Mendonça, Sheikh Shanawaz Mostafa, Diogo Freitas, Fernando Morgado Dias, Antonio G. Ravelo-García
2020	J	`jnl`	A CMOS slew-rate enhanced OTA for imaging. Microprocess. Microsystems Luis Miguel Carvalho Freitas, Fernando Morgado Dias
2020	J	`jnl`	A Method for Sleep Quality Analysis Based on CNN Ensemble With Implementation in a Portable Wireless Device. IEEE Access Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Gabriel Juliá-Serdá, Antonio G. Ravelo-García
2020	J	`jnl`	A global monitoring system for electricity consumption and production of household roof-top PV systems in Madeira. Neural Comput. Appl. Roham Torabi, Sandy Rodrigues, Nuno Cafôfo, Lucas Pereira, Filipe Quintal, Nuno Nunes, Fernando Morgado Dias
2020	J	`jnl`	An Oximetry Based Wireless Device for Sleep Apnea Detection. Sensors Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García
2020	J	`jnl`	Automatic illumination control for an endoscopy sensor. Microprocess. Microsystems Ricardo M. Sousa, Martin Wäny, Pedro Santos, Fernando Morgado Dias
2020	J	`jnl`	Comparing different solutions for forecasting the energy production of a wind farm. Neural Comput. Appl. Darío Baptista, João Paulo Carvalho, Fernando Morgado Dias
2020	J	`jnl`	Comparison of SFS and mRMR for oximetry feature selection in obstructive sleep apnea detection. Neural Comput. Appl. Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García
2020	J	`jnl`	Cyclic alternating pattern estimation based on a probabilistic model over an EEG signal. Biomed. Signal Process. Control. Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García
2020	J	`jnl`	Design of sEMG-based clench force estimator in FPGA using artificial neural networks. Neural Comput. Appl. Sheikh Shanawaz Mostafa, Md. Abdul Awal, Mohiuddin Ahmad, Fernando Morgado Dias
2020	J	`jnl`	Greedy based convolutional neural network optimization for detecting apnea. Comput. Methods Programs Biomed. Sheikh Shanawaz Mostafa, Darío Baptista, Antonio G. Ravelo-García, Gabriel Juliá-Serdá, Fernando Morgado Dias
2020	J	`jnl`	Machine Learning Photovoltaic String Analyzer. Entropy Sandy Rodrigues, Gerhard Mütter, Helena Maria Geirinhas Ramos, Fernando Morgado Dias
2020	J	`jnl`	Matrix of Lags: A tool for analysis of multiple dependent time series applied for CAP scoring. Comput. Methods Programs Biomed. Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García
2020	J	`jnl`	Multi-Objective Hyperparameter Optimization of Convolutional Neural Network for Obstructive Sleep Apnea Detection. IEEE Access Sheikh Shanawaz Mostafa, Fábio Mendonça, Antonio G. Ravelo-García, Gabriel Juliá-Serdá, Fernando Morgado Dias
2020	J	`jnl`	Particle Swarm Optimisation: A Historical Review Up to the Current Developments. Entropy Diogo Freitas, Luiz Guerreiro Lopes, Fernando Morgado Dias
2020	J	`jnl`	Raising the Abstraction Level of a Deep Learning Design on FPGAs. IEEE Access Darío Baptista, Leonel Sousa, Fernando Morgado Dias
2020	J	`jnl`	SC3: self-configuring classifier combination for obstructive sleep apnea. Neural Comput. Appl. Sheikh Shanawaz Mostafa, Fábio Mendonça, Gabriel Juliá-Serdá, Fernando Morgado Dias, Antonio G. Ravelo-García
2020	J	`jnl`	Savitzky-Golay filtering as image noise reduction with sharp color reset. Microprocess. Microsystems Ricardo Jardim, Fernando Morgado Dias
2019	J	`jnl`	A Portable Wireless Device for Cyclic Alternating Pattern Estimation from an EEG Monopolar Derivation. Entropy Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García
2019	J	`jnl`	A Review of Approaches for Sleep Quality Analysis. IEEE Access Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García, Thomas Penzel
2019	J	`jnl`	A Review of Obstructive Sleep Apnea Detection Approaches. IEEE J. Biomed. Health Informatics Fábio Mendonça, Sheikh Shanawaz Mostafa, Antonio G. Ravelo-García, Fernando Morgado Dias, Thomas Penzel
2019	J	`jnl`	A Systematic Review of Detecting Sleep Apnea Using Deep Learning. Sensors Sheikh Shanawaz Mostafa, Fábio Mendonça, Antonio G. Ravelo-García, Fernando Morgado Dias
2018	—	`ed.`	2018 International Conference on Biomedical Engineering and Applications, ICBEA 2018, Funchal, Portugal, July 9-12, 2018 ICBEA Fernando Morgado Dias, Filipe Quintal
2018	J	`jnl`	A portable wireless device based on oximetry for sleep apnea detection. Computing Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Juan L. Navarro-Mesa, Gabriel Juliá-Serdá, Antonio G. Ravelo-García
2018	—	`conf`	Applications of Artificial Neural Networks in Process Control Applications: A Review. ICBEA Alexander Kramer, Fernando Morgado Dias
2018	C	`conf`	Automatic Detection of a Phases for CAP Classification. ICPRAM Fábio Mendonça, Ana L. N. Fred, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García
2018	—	`conf`	Configurable N-fold Hardware Architecture for Convolutional Neural Networks. ICBEA Darío Baptista, Fernando Morgado Dias, Leonel Sousa
2018	—	`conf`	Design and Simulation of a CMOS Slew-Rate Enhanced OTA to Drive Heavy Capacitive Loads. ICBEA Luis Miguel Carvalho Freitas, Fernando Morgado Dias, Guy Meynants, Adi Xhakoni
2018	—	`conf`	Distance Measurement System for Medical Applications Based on the NanEye Stereo Camera. ICBEA Bernardino Ascensao, Pedro Santos, Fernando Morgado Dias
2018	—	`conf`	Image Denoise FPGA Implementation Using a Moving Average Filter with Contour Detection. ICBEA Ricardo Jardim, Fernando Morgado Dias
2018	—	`conf`	On-Chip Digital Temperature Sensor for CMOS Image Sensor. ICBEA Ruben Gomes, Paulo Franco, Fernando Morgado Dias
2018	—	`conf`	Sleep Quality Analysis with Cardiopulmonary Coupling. ICBEA Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García
2017	—	`conf`	A Method for Designing Emg Integrator using an FPGA. IWOBI Sheikh Shanawaz Mostafa, Md. Abdul Awal, Mohiuddin Ahmad, Fernando Morgado Dias
2017	—	`conf`	A Minimally Invasive Portable System for Sleep Apnea Detection. IWOBI Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Juan L. Navarro-Mesa, Gabriel Juliá-Serdá, Antonio G. Ravelo-García
2017	—	`conf`	A minimallyinvasive portable system for sleep apnea detection. IWOBI Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Juan L. Navarro-Mesa, Gabriel Juliá-Serdá, Antonio G. Ravelo-García
2017	J	`jnl`	Automatic general-purpose neural hardware generator. Neural Comput. Appl. Darío Baptista, Fernando Morgado Dias
2017	J	`jnl`	Full image-processing pipeline in field-programmable gate array for a small endoscopic camera. J. Electronic Imaging Sheikh Shanawaz Mostafa, Natércia Sousa, Nuno Fábio Ferreira, Ricardo M. Sousa, João Santos, Martin Wäny, Fernando Morgado Dias
2017	J	`jnl`	Hardware implementation of an artificial neural network model to predict the energy production of a photovoltaic system. Microprocess. Microsystems Darío Baptista, Sandy Abreu, Carlos M. Travieso-González, Fernando Morgado Dias
2017	—	`conf`	Optimization of sleep apnea detection using SpO2 and ANN. ICAT Sheikh Shanawaz Mostafa, João Paulo Carvalho, Fernando Morgado Dias, Antonio G. Ravelo-García
2016	—	`conf`	FPGA Implementation of Gamma Correction using a Piecewise Linear Approach for a Small Size Endoscopic Camera. IMSE Sheikh Shanawaz Mostafa, Natércia Sousa, Nuno Fábio Ferreira, Ricardo M. Sousa, João Santos, Fernando Morgado Dias, Martin Wäny
2015	—	`conf`	Multi-camera synchronization core implemented on USB3 based FPGA platform. IMSE Ricardo M. Sousa, Martin Wäny, Pedro Santos, Fernando Morgado Dias
2014	J	`jnl`	A software tool for automatic generation of neural hardware. Int. Arab J. Inf. Technol. Leonardo Reis, Luis Aguiar, Darío Baptista, Fernando Morgado Dias
2013	J	`jnl`	A new solution to the hyperbolic tangent implementation in hardware: polynomial modeling of the fractional exponential part. Neural Comput. Appl. Ivo Nascimento, Ricardo Jardim, Fernando Morgado Dias
2013	J	`jnl`	A survey of artificial neural network training tools. Neural Comput. Appl. Darío Baptista, Fernando Morgado Dias
2013	J	`jnl`	A survey of software and hardware use in artificial neural networks. Neural Comput. Appl. Darío Baptista, Sandy Abreu, Filipe Freitas, Rita Vasconcelos, Fernando Morgado Dias
2013	J	`jnl`	Low-resource hardware implementation of the hyperbolic tangent for artificial neural networks. Neural Comput. Appl. Darío Baptista, Fernando Morgado Dias
2013	J	`jnl`	Special issue on Controlo2012: new applications of artificial neural networks in modeling and control. Neural Comput. Appl. Fernando Morgado Dias, Ana Antunes, José M. N. Vieira
2011	—	`conf`	ANGE - Automatic Neural Generator. ICANN (2) Leonardo Reis, Luis Aguiar, Darío Baptista, Fernando Morgado Dias
2010	J	`jnl`	FTSET-a software tool for fault tolerance evaluation and improvement. Neural Comput. Appl. Fernando Morgado Dias, Rui Borralho, Pedro Fontes, Ana Antunes
2009	—	`conf`	A Matlab tool for analyzing and improving fault tolerance of artificial neural networks. ICONS Rui Borralho, Pedro Fontes, Ana Antunes, Fernando Morgado Dias
2008	—	`conf`	A Neural Model for Delay Correction in a Distributed Control System. ICANN (2) Ana Antunes, Fernando Morgado Dias, Alexandre Manuel Mota
2008	C	`conf`	A neural network delay compensator for networked control systems. ETFA Ana Antunes, Fernando Morgado Dias, Alexandre Manuel Mota
2008	C	`conf`	A neuro-fuzzy delay compensator for distributed control systems. ETFA Ana Antunes, Fernando Morgado Dias, Jose Antonio Vieira, Alexandre Manuel Mota
2008	—	`conf`	Fault Tolerance Improvement through Architecture Change in Artificial Neural Networks. ISICA Fernando Morgado Dias, Ana Antunes
2007	J	`jnl`	A high bit resolution FPGA implementation of a FNN with a new algorithm for the activation function. Neurocomputing Pedro Ferreira, Pedro Ribeiro, Ana Antunes, Fernando Morgado Dias
2006	J	`jnl`	A sliding window solution for the on-line implementation of the Levenberg-Marquardt algorithm. Eng. Appl. Artif. Intell. Fernando Morgado Dias, Ana Antunes, José M. N. Vieira, Alexandre Manuel Mota
2006	C	`conf`	Delay Compensator: an Approach to Reduce the Variable Sampling to Actuation Delay Effect in Distributed Real-time Control Systems. ETFA Ana Antunes, Fernando Morgado Dias, José M. N. Vieira, Alexandre Manuel Mota
2006	C	`conf`	On-Line Learning of a Time Variant System. IEA/AIE Fernando Morgado Dias, Ana Antunes, José M. N. Vieira, Alexandre Manuel Mota
2005	C	`conf`	Hybrid Neuro-Fuzzy Network-Priori Knowledge Model in Temperature Control of a Gas Water Heater System. HIS Jose Antonio Vieira, Fernando Morgado Dias, Alexandre Manuel Mota
2005	—	`conf`	On-line Training of Neural Networks: A Sliding Window Approach for the Levenberg-Marquardt Algorithm. IWINAC (2) Fernando Morgado Dias, Ana Antunes, José M. N. Vieira, Alexandre Manuel Mota
2005	—	`—`	Técnicas de controlo não-linear baseadas em redes neuronais - do algoritmo à implementação Fernando Morgado Dias
2005	—	`conf`	Using the Levenberg-Marquardt for On-line Training of a Variant System. ICANN (2) Fernando Morgado Dias, Ana Antunes, José M. N. Vieira, Alexandre Manuel Mota
2004	B	`conf`	Artificial Neural Networks Processor - A Hardware Implementation Using a FPGA. FPL Pedro Ferreira, Pedro Ribeiro, Ana Antunes, Fernando Morgado Dias
2004	J	`jnl`	Artificial neural networks and neuro-fuzzy systems for modelling and controlling real systems: a comparative study. Eng. Appl. Artif. Intell. José Vieira, Fernando Morgado Dias, Alexandre Mota
2004	J	`jnl`	Artificial neural networks: a review of commercial hardware. Eng. Appl. Artif. Intell. Fernando Morgado Dias, Ana Antunes, Alexandre Manuel Mota