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ORCIDFernando Morgado Dias
Person information
- affiliation: Madeira Interactive Technologies Institute, Funchal, Portugal
- affiliation: University of Madeira, Funchal, Portugal
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2020 – today
- 2024
[j48]Décio Alves
, Diogo Freitas, Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias:
Wind Limitations at Madeira International Airport: A Deep Learning Prediction Approach. IEEE Access 12: 61211-61220 (2024)- 2023
- [j47]Décio Alves, Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias:
The Potential of Machine Learning for Wind Speed and Direction Short-Term Forecasting: A Systematic Review. Comput. 12(10): 206 (2023) - [j46]Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García:
On the Use of Kullback-Leibler Divergence for Kernel Selection and Interpretation in Variational Autoencoders for Feature Creation. Inf. 14(10): 571 (2023) - [j45]Preety Baglat, Ahatsham Hayat, Fábio Mendonça, Ankit Gupta, Sheikh Shanawaz Mostafa, Fernando Morgado Dias:
Non-Destructive Banana Ripeness Detection Using Shallow and Deep Learning: A Systematic Review. Sensors 23(2): 738 (2023) - 2022
- [j44]Ankit Gupta, Antonio G. Ravelo-García, Fernando Morgado Dias:
Availability and performance of face based non-contact methods for heart rate and oxygen saturation estimations: A systematic review. Comput. Methods Programs Biomed. 219: 106771 (2022) - [j43]Fábio Mendonça, Sheikh Shanawaz Mostafa, Diogo Freitas, Fernando Morgado Dias, Antonio G. Ravelo-García:
Heuristic Optimization of Deep and Shallow Classifiers: An Application for Electroencephalogram Cyclic Alternating Pattern Detection. Entropy 24(5): 688 (2022) - [j42]Ahatsham Hayat, Fernando Morgado Dias, Bikram Pratim Bhuyan, Ravi Tomar:
Human Activity Recognition for Elderly People Using Machine and Deep Learning Approaches. Inf. 13(6): 275 (2022) - [j41]Ahatsham Hayat, Fernando Morgado Dias, Bikram Pratim Bhuyan, Ravi Tomar:
Correction: Hayat et al. Human Activity Recognition for Elderly People Using Machine and Deep Learning Approaches. Information 2022, 13, 275. Inf. 13(9): 432 (2022) - [j40]Fábio Mendonça, Ana Fred, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García:
Automatic detection of cyclic alternating pattern. Neural Comput. Appl. 34(13): 11097-11107 (2022) - [j39]Ankit Gupta, Antonio G. Ravelo-García, Fernando Morgado Dias:
A Motion and Illumination Resistant Non-Contact Method Using Undercomplete Independent Component Analysis and Levenberg-Marquardt Algorithm. IEEE J. Biomed. Health Informatics 26(10): 4837-4848 (2022) - [i3]Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García, Mário A. T. Figueiredo:
ProBoost: a Boosting Method for Probabilistic Classifiers. CoRR abs/2209.01611 (2022) - [i2]Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García:
Variational Autoencoder Kernel Interpretation and Selection for Classification. CoRR abs/2209.04715 (2022) - 2021
- [j38]Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García:
A method based on cardiopulmonary coupling analysis for sleep quality assessment with FPGA implementation. Artif. Intell. Medicine 112: 102019 (2021) - [j37]Luis Miguel Carvalho Freitas, Fernando Morgado Dias:
Column amplification stages in CMOS image sensors based on incremental sigma-delta ADCs. Microelectron. J. 113: 105055 (2021) - [i1]Fábio Mendonça, Sheikh Shanawaz Mostafa, Diogo Freitas, Fernando Morgado Dias, Antonio G. Ravelo-García:
Multiple Time Series Fusion Based on LSTM An Application to CAP A Phase Classification Using EEG. CoRR abs/2112.11218 (2021) - 2020
- [j36]Sheikh Shanawaz Mostafa, Fábio Mendonça, Antonio G. Ravelo-García, Gabriel Juliá-Serdá, Fernando Morgado Dias:
Multi-Objective Hyperparameter Optimization of Convolutional Neural Network for Obstructive Sleep Apnea Detection. IEEE Access 8: 129586-129599 (2020) - [j35]Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Gabriel Juliá-Serdá, Antonio G. Ravelo-García:
A Method for Sleep Quality Analysis Based on CNN Ensemble With Implementation in a Portable Wireless Device. IEEE Access 8: 158523-158537 (2020) - [j34]Darío Baptista, Leonel Sousa, Fernando Morgado Dias:
Raising the Abstraction Level of a Deep Learning Design on FPGAs. IEEE Access 8: 205148-205161 (2020) - [j33]Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García:
Cyclic alternating pattern estimation based on a probabilistic model over an EEG signal. Biomed. Signal Process. Control. 62: 102063 (2020) - [j32]Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García:
Matrix of Lags: A tool for analysis of multiple dependent time series applied for CAP scoring. Comput. Methods Programs Biomed. 189: 105314 (2020) - [j31]Sheikh Shanawaz Mostafa, Darío Baptista, Antonio G. Ravelo-García, Gabriel Juliá-Serdá, Fernando Morgado Dias:
Greedy based convolutional neural network optimization for detecting apnea. Comput. Methods Programs Biomed. 197: 105640 (2020) - [j30]Sandy Rodrigues, Gerhard Mütter, Helena Maria Geirinhas Ramos, Fernando Morgado Dias:
Machine Learning Photovoltaic String Analyzer. Entropy 22(2): 205 (2020) - [j29]Diogo Freitas, Luiz Guerreiro Lopes, Fernando Morgado Dias:
Particle Swarm Optimisation: A Historical Review Up to the Current Developments. Entropy 22(3): 362 (2020) - [j28]Luis Miguel Carvalho Freitas, Fernando Morgado Dias:
A CMOS slew-rate enhanced OTA for imaging. Microprocess. Microsystems 72 (2020) - [j27]Ricardo M. Sousa, Martin Wäny, Pedro Santos, Fernando Morgado Dias:
Automatic illumination control for an endoscopy sensor. Microprocess. Microsystems 72 (2020) - [j26]Ricardo Jardim, Fernando Morgado Dias:
Savitzky-Golay filtering as image noise reduction with sharp color reset. Microprocess. Microsystems 74: 103006 (2020) - [j25]Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García:
Comparison of SFS and mRMR for oximetry feature selection in obstructive sleep apnea detection. Neural Comput. Appl. 32(20): 15711-15731 (2020) - [j24]Sheikh Shanawaz Mostafa, Md. Abdul Awal, Mohiuddin Ahmad, Fernando Morgado Dias:
Design of sEMG-based clench force estimator in FPGA using artificial neural networks. Neural Comput. Appl. 32(20): 15813-15823 (2020) - [j23]Darío Baptista, João Paulo Carvalho, Fernando Morgado Dias:
Comparing different solutions for forecasting the energy production of a wind farm. Neural Comput. Appl. 32(20): 15825-15833 (2020) - [j22]Roham Torabi, Sandy Rodrigues, Nuno Cafôfo, Lucas Pereira, Filipe Quintal, Nuno Nunes, Fernando Morgado Dias:
A global monitoring system for electricity consumption and production of household roof-top PV systems in Madeira. Neural Comput. Appl. 32(20): 15835-15844 (2020) - [j21]Sheikh Shanawaz Mostafa, Fábio Mendonça, Gabriel Juliá-Serdá, Fernando Morgado Dias, Antonio G. Ravelo-García:
SC3: self-configuring classifier combination for obstructive sleep apnea. Neural Comput. Appl. 32(24): 17825-17841 (2020) - [j20]Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García:
An Oximetry Based Wireless Device for Sleep Apnea Detection. Sensors 20(3): 888 (2020)
2010 – 2019
- 2019
- [j19]Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García, Thomas Penzel:
A Review of Approaches for Sleep Quality Analysis. IEEE Access 7: 24527-24546 (2019) - [j18]Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García:
A Portable Wireless Device for Cyclic Alternating Pattern Estimation from an EEG Monopolar Derivation. Entropy 21(12): 1203 (2019) - [j17]Sheikh Shanawaz Mostafa, Fábio Mendonça, Antonio G. Ravelo-García, Fernando Morgado Dias:
A Systematic Review of Detecting Sleep Apnea Using Deep Learning. Sensors 19(22): 4934 (2019) - [j16]Fábio Mendonça, Sheikh Shanawaz Mostafa, Antonio G. Ravelo-García, Fernando Morgado Dias, Thomas Penzel:
A Review of Obstructive Sleep Apnea Detection Approaches. IEEE J. Biomed. Health Informatics 23(2): 825-837 (2019) - 2018
- [j15]Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Juan L. Navarro-Mesa, Gabriel Juliá-Serdá, Antonio G. Ravelo-García:
A portable wireless device based on oximetry for sleep apnea detection. Computing 100(11): 1203-1219 (2018) - [c26]Bernardino Ascensao, Pedro Santos, Fernando Morgado Dias:
Distance Measurement System for Medical Applications Based on the NanEye Stereo Camera. ICBEA 2018: 1-6 - [c25]Darío Baptista, Fernando Morgado Dias, Leonel Sousa:
Configurable N-fold Hardware Architecture for Convolutional Neural Networks. ICBEA 2018: 1-8 - [c24]Luis Miguel Carvalho Freitas, Fernando Morgado Dias, Guy Meynants, Adi Xhakoni:
Design and Simulation of a CMOS Slew-Rate Enhanced OTA to Drive Heavy Capacitive Loads. ICBEA 2018: 1-6 - [c23]Ruben Gomes, Paulo Franco, Fernando Morgado Dias:
On-Chip Digital Temperature Sensor for CMOS Image Sensor. ICBEA 2018: 1-6 - [c22]Ricardo Jardim, Fernando Morgado Dias:
Image Denoise FPGA Implementation Using a Moving Average Filter with Contour Detection. ICBEA 2018: 1-6 - [c21]Alexander Kramer, Fernando Morgado Dias:
Applications of Artificial Neural Networks in Process Control Applications: A Review. ICBEA 2018: 1-6 - [c20]Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García:
Sleep Quality Analysis with Cardiopulmonary Coupling. ICBEA 2018: 1-6 - [c19]Fábio Mendonça, Ana L. N. Fred, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García:
Automatic Detection of a Phases for CAP Classification. ICPRAM 2018: 394-400 - [e1]Fernando Morgado Dias, Filipe Quintal:
2018 International Conference on Biomedical Engineering and Applications, ICBEA 2018, Funchal, Portugal, July 9-12, 2018. IEEE 2018, ISBN 978-1-5386-8058-2 [contents] - 2017
- [j14]Sheikh Shanawaz Mostafa, Natércia Sousa, Nuno Fábio Ferreira, Ricardo M. Sousa, João Santos, Martin Wäny, Fernando Morgado Dias:
Full image-processing pipeline in field-programmable gate array for a small endoscopic camera. J. Electronic Imaging 26(1): 13005 (2017) - [j13]Darío Baptista, Sandy Abreu, Carlos M. Travieso-González, Fernando Morgado Dias:
Hardware implementation of an artificial neural network model to predict the energy production of a photovoltaic system. Microprocess. Microsystems 49: 77-86 (2017) - [j12]Darío Baptista, Fernando Morgado Dias:
Automatic general-purpose neural hardware generator. Neural Comput. Appl. 28(1): 25-36 (2017) - [c18]Sheikh Shanawaz Mostafa, João Paulo Carvalho, Fernando Morgado Dias, Antonio G. Ravelo-García:
Optimization of sleep apnea detection using SpO2 and ANN. ICAT 2017: 1-6 - [c17]Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Juan L. Navarro-Mesa, Gabriel Juliá-Serdá, Antonio G. Ravelo-García:
A minimallyinvasive portable system for sleep apnea detection. IWOBI 2017: 1-5 - [c16]Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Juan L. Navarro-Mesa, Gabriel Juliá-Serdá, Antonio G. Ravelo-García:
A Minimally Invasive Portable System for Sleep Apnea Detection. IWOBI 2017: 1-5 - [c15]Sheikh Shanawaz Mostafa, Md. Abdul Awal, Mohiuddin Ahmad, Fernando Morgado Dias:
A Method for Designing Emg Integrator using an FPGA. IWOBI 2017: 1-6 - 2016
- [c14]Sheikh Shanawaz Mostafa, Natércia Sousa, Nuno Fábio Ferreira, Ricardo M. Sousa, João Santos, Fernando Morgado Dias, Martin Wäny:
FPGA Implementation of Gamma Correction using a Piecewise Linear Approach for a Small Size Endoscopic Camera. IMSE 2016: 1-6 - 2015
- [c13]Ricardo M. Sousa, Martin Wäny, Pedro Santos, Fernando Morgado Dias:
Multi-camera synchronization core implemented on USB3 based FPGA platform. IMSE 2015: 940306 - 2014
- [j11]Leonardo Reis, Luis Aguiar, Darío Baptista, Fernando Morgado Dias:
A software tool for automatic generation of neural hardware. Int. Arab J. Inf. Technol. 11(3): 229-235 (2014) - 2013
- [j10]Ivo Nascimento, Ricardo Jardim, Fernando Morgado Dias:
A new solution to the hyperbolic tangent implementation in hardware: polynomial modeling of the fractional exponential part. Neural Comput. Appl. 23(2): 363-369 (2013) - [j9]Fernando Morgado Dias, Ana Antunes, José M. N. Vieira:
Special issue on Controlo2012: new applications of artificial neural networks in modeling and control. Neural Comput. Appl. 23(3-4): 575-576 (2013) - [j8]Darío Baptista, Sandy Abreu, Filipe Freitas, Rita Vasconcelos, Fernando Morgado Dias:
A survey of software and hardware use in artificial neural networks. Neural Comput. Appl. 23(3-4): 591-599 (2013) - [j7]Darío Baptista, Fernando Morgado Dias:
Low-resource hardware implementation of the hyperbolic tangent for artificial neural networks. Neural Comput. Appl. 23(3-4): 601-607 (2013) - [j6]Darío Baptista, Fernando Morgado Dias:
A survey of artificial neural network training tools. Neural Comput. Appl. 23(3-4): 609-615 (2013) - 2011
- [c12]Leonardo Reis, Luis Aguiar, Darío Baptista, Fernando Morgado Dias:
ANGE - Automatic Neural Generator. ICANN (2) 2011: 446-453 - 2010
- [j5]Fernando Morgado Dias, Rui Borralho, Pedro Fontes, Ana Antunes:
FTSET-a software tool for fault tolerance evaluation and improvement. Neural Comput. Appl. 19(5): 701-712 (2010)
2000 – 2009
- 2009
- [c11]Rui Borralho, Pedro Fontes, Ana Antunes, Fernando Morgado Dias:
A Matlab tool for analyzing and improving fault tolerance of artificial neural networks. ICONS 2009: 158-163 - 2008
- [c10]Ana Antunes, Fernando Morgado Dias, Jose Antonio Vieira, Alexandre Manuel Mota:
A neuro-fuzzy delay compensator for distributed control systems. ETFA 2008: 1088-1091 - [c9]Ana Antunes, Fernando Morgado Dias, Alexandre Manuel Mota:
A neural network delay compensator for networked control systems. ETFA 2008: 1271-1276 - [c8]Ana Antunes, Fernando Morgado Dias, Alexandre Manuel Mota:
A Neural Model for Delay Correction in a Distributed Control System. ICANN (2) 2008: 11-20 - [c7]Fernando Morgado Dias, Ana Antunes:
Fault Tolerance Improvement through Architecture Change in Artificial Neural Networks. ISICA 2008: 248-257 - 2007
- [j4]Pedro Ferreira, Pedro Ribeiro, Ana Antunes, Fernando Morgado Dias:
A high bit resolution FPGA implementation of a FNN with a new algorithm for the activation function. Neurocomputing 71(1-3): 71-77 (2007) - 2006
- [j3]Fernando Morgado Dias, Ana Antunes, José M. N. Vieira, Alexandre Manuel Mota:
A sliding window solution for the on-line implementation of the Levenberg-Marquardt algorithm. Eng. Appl. Artif. Intell. 19(1): 1-7 (2006) - [c6]Ana Antunes, Fernando Morgado Dias, José M. N. Vieira, Alexandre Manuel Mota:
Delay Compensator: an Approach to Reduce the Variable Sampling to Actuation Delay Effect in Distributed Real-time Control Systems. ETFA 2006: 531-536 - [c5]Fernando Morgado Dias, Ana Antunes, José M. N. Vieira, Alexandre Manuel Mota:
On-Line Learning of a Time Variant System. IEA/AIE 2006: 908-916 - 2005
- [b1]Fernando Morgado Dias:
Técnicas de controlo não-linear baseadas em redes neuronais - do algoritmo à implementação. University of Aveiro, Portugal, 2005 - [c4]Jose Antonio Vieira, Fernando Morgado Dias, Alexandre Manuel Mota:
Hybrid Neuro-Fuzzy Network-Priori Knowledge Model in Temperature Control of a Gas Water Heater System. HIS 2005: 116-124 - [c3]Fernando Morgado Dias, Ana Antunes, José M. N. Vieira, Alexandre Manuel Mota:
Using the Levenberg-Marquardt for On-line Training of a Variant System. ICANN (2) 2005: 359-364 - [c2]Fernando Morgado Dias, Ana Antunes, José M. N. Vieira, Alexandre Manuel Mota:
On-line Training of Neural Networks: A Sliding Window Approach for the Levenberg-Marquardt Algorithm. IWINAC (2) 2005: 577-585 - 2004
- [j2]José Vieira, Fernando Morgado Dias, Alexandre Mota:
Artificial neural networks and neuro-fuzzy systems for modelling and controlling real systems: a comparative study. Eng. Appl. Artif. Intell. 17(3): 265-273 (2004) - [j1]Fernando Morgado Dias, Ana Antunes, Alexandre Manuel Mota:
Artificial neural networks: a review of commercial hardware. Eng. Appl. Artif. Intell. 17(8): 945-952 (2004) - [c1]Pedro Ferreira, Pedro Ribeiro, Ana Antunes, Fernando Morgado Dias:
Artificial Neural Networks Processor - A Hardware Implementation Using a FPGA. FPL 2004: 1084-1086
Coauthor Index
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