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Identificação

Identificação pessoal

Nome completo
Fernando Morgado-Dias

Nomes de citação

  • Morgado-Dias, Fernando

Identificadores de autor

Ciência ID
7B14-DF07-AA6D
ORCID iD
0000-0001-7334-3993

Idiomas

Idioma Conversação Leitura Escrita Compreensão Peer-review
Inglês Utilizador proficiente (C1) Utilizador proficiente (C1) Utilizador proficiente (C1) Utilizador proficiente (C1)
Francês Utilizador independente (B1) Utilizador proficiente (C1) Utilizador independente (B1) Utilizador independente (B1)
Português Utilizador proficiente (C1) Utilizador proficiente (C1) Utilizador proficiente (C1) Utilizador proficiente (C1)
Espanhol; Castelhano Utilizador independente (B1) Utilizador independente (B1) Utilizador elementar (A1) Utilizador independente (B1)
Formação
Grau Classificação
2005
Concluído
 Doutoramento em Engenharia Eletrotécnica (Doutoramento)
Universidade de Aveiro, Portugal
"Técnicas de Controlo Não-linear baseadas em Redes Neuronais: do algoritmo ao hardware" (TESE/DISSERTAÇÃO)
 Aprovado por unanimidade
1996
Concluído
 Diplôme d’Études Approfondies en Microelectronique (Mestrado)
Université Grenoble Alpes, França
"Generating test vectors by pairing" (TESE/DISSERTAÇÃO)
 Aprovado
1994
Concluído
 Engenharia Eletrónica e Telecomunicações (Mestrado integrado)
Universidade de Aveiro, Portugal
Percurso profissional

Docência no Ensino Superior

Categoria Profissional
Instituição de acolhimento 		Empregador
2020/09/01 - Atual Professor Associado (Docente Universitário) Universidade da Madeira, Portugal
Universidade da Madeira Faculdade de Ciências Exatas e da Engenharia, Portugal
2006/09/15 - 2020/08/31 Professor Auxiliar (Docente Universitário) Universidade da Madeira, Portugal

Outros

Categoria Profissional
Instituição de acolhimento 		Empregador
1998/12/06 - 2006/09/14 Equiparado a Prof. Adjunto Instituto Politécnico de Setúbal, Portugal
1995/10/05 - 1998/12/05 Assistente de 1ºtriénio Instituto Politécnico de Setúbal, Portugal
Projetos

Projeto

Designação Financiadores
2021/07 - Atual BASE : BAnana Sensing, in partnership with GESBA-Empresa de Gestão do Sector da Banana, funded in 552,541.60¿
BASE
Investigador
Agência Regional para o Desenvolvimento da Investigação Tecnologia e Inovação, Portugal

Universidade da Madeira, Portugal
Em curso
2022/04/01 - 2024/12/01 RRSO-Restaurant Review Sentiment Output
RRSO
Laboratório de Robótica e Sistemas de Engenharia, Portugal
 Instituto de Desenvolvimento Empresarial
Em curso
2019/12 - 2021/11 Marítimo Training LAB, funded in 805,510.64€
MTL
Investigador
Universidade da Madeira Madeira Interactive Technologies Institute, Portugal
 Instituto Desenvolvimento Regional
Em curso
2015 - 2020 Improving MITI's Excellence in R&D and leveraging international, funded in 2,436,560.17€
MITIEXCELL
Orientador
Universidade da Madeira Madeira Interactive Technologies Institute, Portugal
 Instituto Desenvolvimento Regional
Em curso
2014/01 - 2015/09 SmartSOLAR – Solar Management Platform, funded in 417,201.27€
SmartSOLAR
Orientador
Universidade da Madeira Madeira Interactive Technologies Institute, Portugal
 Instituto Desenvolvimento Regional
Concluído
2014/02 - 2015/07 Vision 3D – Portable solutions for 2D and 3D visualization for endoscopy medical intervention, funded in 455,831.32€
Vision3D
Orientador
Universidade da Madeira Madeira Interactive Technologies Institute, Portugal
 Instituto Desenvolvimento Regional
Concluído
2010 - 2015 UNAMUNO Atlantic Axis, funded by MAC program, European Community, funded in 509,963.23€
UNAMUNO
Investigador
Universidade da Madeira Madeira Interactive Technologies Institute, Portugal
Concluído
2009 - 2014 OTIC-TeCMU – Laboratory for technology and knowledge transfer, funded in 395,000.00€
OTIC-TeCMU
Orientador
Universidade da Madeira Madeira Interactive Technologies Institute, Portugal
 Instituto Desenvolvimento Regional
Concluído
Produções

Publicações

Artigo em conferência
  1. D. Freitas; L. Guerreiro Lopes; F. Morgado-Dias. "MRF–PSO: MultiRoot Finding Particle Swarm Optimization Algorithm for Nonlinear Functions". Trabalho apresentado em 3rd International Conference on Sustainable and Innovative Solutions for Current Challenges in Engineering & Technology, 2021.
  2. Roham Torabi; Álvaro Gomes; Morgado-Dias. "Demand management for load smoothing in small power systems: the case of Porto Santo island". Trabalho apresentado em Energy and Sustainability in Small Developing Economies – ES2DE19, 2019.
  3. Luis Miguel Carvalho Freitas; Morgado Dias; Guy Meynants; Adi Xhakoni. "Design and Simulation of an Incremental Sigma- Delta Converter for Improving the Noise Floor Level of CMOS Image Sensors". Trabalho apresentado em Conference on Engineering Applications - ICEA, 2019.
  4. Dario Baptista; Leonel Sousa; Morgado-Dias. "A Platform based on HLS to implement a generic CNN on an FPGA". Trabalho apresentado em International Conference in Biomedical Engineering Applications, 2019.
  5. Fábio Mendonça; Sheikh Mostafa; Fernando Morgado-Dias; Antonio Ravelo-García. "Cyclic Alternating Pattern Estimation From One EEG Monopolar Derivation Using A Long Short-Term Memory". Trabalho apresentado em International Conference on Engineering Applications, 2019.
  6. André Moura; Filipe Moura; Miguel Andrade; Alexander Kramer; Luis Rodolfo Sousa; Morgado-Dias. "Comparing different Matlab algorithms for ANN training in regression and time-series data". Trabalho apresentado em 2nd International Conference on Architecture Built Environment, Design, Engineering Sciences, 2019.
  7. Sandy Rodrigues; João Paulo Carvalho; Helena Geirinhas Ramos; F. Morgado-Dias. "A more accurate machine learning photovoltaic system performance analyser by using fuzzy logic". Trabalho apresentado em EU PVSEC, 2018.
  8. Dario Baptista; Leonel Sousa; Morgado-Dias. "Configurable N-fold Hardware Architecture for Convolutional Neural Networks". Trabalho apresentado em ICBEA18, 2018.
  9. Roham Torabi; Alvaro Gomes; F. Morgado-Dias. "The Duck Curve Characteristic and Storage Requirements for Greening the Island of Porto Santo". Trabalho apresentado em Energy and Sustainability in Small Developing Economies – ES2DE18, 2018.
  10. Luis Miguel Carvalho Freitas; F. Morgado-Dias; Guy Menants; Adi Xhakoni. "Design and simulation of a CMOS slew-rate enhanced OTA to drive heavy capacitive loads". Trabalho apresentado em Workshop on Electronics Applications and 17 System Integration for Future Technologies – EASIFT18, 2018.
  11. Alexander Kramer; Fernando Morgado-Dias. "Applications of Artificial Neural Networks in Process Control Applications: A review". Trabalho apresentado em International Conference in Biomedical Engineering Applications - ICBEA18, 2018.
  12. Rúben Gomes; Paulo Franco; F. Morgado Dias. "On-chip digital temperature sensor for CMOS image sensor". Trabalho apresentado em Applications and System Integration for Future Technologies – EASIFT18, 2018.
  13. B. Ascencao; P. Franco; F. Morgado Dias. "Distance measurement system for medical applications based on the NanEye stereo camera". Trabalho apresentado em Workshop on Electronics Applications and System Integration for Future Technologies – EASIFT18, 2018.
  14. Fábio Mendonça; Sheikh Mostafa; Fernando Morgado-Dias; Antonio Ravelo-García. "Sleep Quality Analysis with Cardiopulmonary Coupling". Trabalho apresentado em International Conference in Biomedical Engineering Applications - ICBEA18, 2018.
  15. Daniel Pestana; Sandy Rodrigues; F. Morgado-Dias. "An overview of the Solar PV policy in the Region of Madeira". Trabalho apresentado em Energy and Sustainability in Small Developing Economies – ES2DE18, 2018.
  16. Ricardo Jardim; Morgado-Dias. "Image Denoise FPGA Implementation using a Moving Average Filter with Contour Detection". Trabalho apresentado em Workshop on Electronics Applications and System Integration for Future Technologies – EASIFT18, 2018.
  17. Sheikh Shanawaz Mostafa; Fábio Mendonça; Antonio Ravelo-García; Fernando Morgado-Dias. "Combination of Deep and Shallow Networks for Cyclic Alternating Patterns Detection". Trabalho apresentado em 13th APCA International Conference on Automatic Control and Soft Computing, 2018.
  18. Fábio Mendonça; Ana Fred; Sheikh Shanawaz Mostafa; Fernando Morgado-Dias; Antonio G. Ravelo-García. "Automatic Detection of A-Phases for CAP Classification". Trabalho apresentado em 7th International Conference on Pattern Recognition Applications and Methods - ICPRAM, 2018.
  19. Mostafa, S.S.; Awal, M.A.; Ahmad, M.; Morgado-Dias, F.. "A Method for Designing Emg Integrator using an FPGA". 2017.
    10.1109/IWOBI.2017.7985523
  20. Morgado-Dias, F.; Travieso-González, C.M.; Alonso-Hernandez, J.B.. "Welcome Message From The General Chairs". 2017.
    10.1109/IWOBI.2017.7985516
  21. Sonsa, L.R.; Morgado-Dias, F.; Augusto, P.. "Low cost automated astronomical observatory for remote operation: A requisite analysis". 2017.
    10.1109/IoTGC.2017.8008969
  22. Mendonca, F.; Mostafa, S.S.; Morgado-Dias, F.; Navarro-Mesa, J.; Julia-Serda, G.; Ravelo-Garcia, A.. "A Minimally Invasive Portable System for Sleep Apnea Detection". 2017.
    10.1109/IWOBI.2017.7985524
  23. Baptista, D.; Morgado-Dias, F.. "Energy production forecasting for a wind farm composed of turbines with different features". 2017.
    10.1109/ES2DE.2017.8015339
  24. Pestana, D.G.; Mendonca, F.; Morgado-Dias, F.. "A low cost FPGA based thermal imaging camera for fault detection in PV panels". 2017.
    10.1109/IoTGC.2017.8008976
  25. Torabi, R.; Rodrigues, S.; Cafofo, N.; Morgado-Dias, F.. "Development of an ANN model to predict the electricity produced by small scale roof-top PV systems in Madeira Island". 2017.
    10.1109/ES2DE.2017.8015344
  26. Rodrigues, S.; Torabi, R.; Ramos, H.G.; Morgado-Dias, F.. "Powerwall 2.0 economic feasibility in Australia". 2017.
    10.1109/ES2DE.2017.8015346
  27. Torabi, R.; Rizzoli, N.; Arosio, V.; Morgado-Dias, F.. "The life-cycle assessment and environmental impacts of electricity production in Porto Santo Island". 2017.
    10.1109/ES2DE.2017.8015351
  28. S. Rodrigues; HG. Ramos; F. Morgado-Dias. "Machine Learning in PV Fault Detection, Diagnostics and Prognostics: A Review". Trabalho apresentado em IEEE 44th Photovoltaic Specialist Conference (PVSC), 2017.
  29. SS Mostafa; JP Carvalho; F Morgado-Dias; A Ravelo-García. "Optimization of sleep apnea detection using SpO2 and ANN". Trabalho apresentado em XXVI International Conference on Information, Communication and Automation Technologies (ICAT), 2017.
  30. SS Mostafa; F Mendonça; F Morgado-Dias; A Ravelo-García. "SpO2 based Sleep Apnea Detection using Deep Learning". Trabalho apresentado em IEEE 21st 18 International Conference on Intelligent Engineering Systems 2017, 2017.
  31. Roham Torabi; Sandy Rodrigues; F. Morgado Dias; Alvaro Gomes. "An Overview of Deploying the Integrated Management of Energy Resources: The Case Study of Porto Santo Island". Trabalho apresentado em 3rd Energy for Sustainability International Conference - EfS 2017, 2017.
  32. Mendonca, F.; Mostafa, S.S.; Morgado-Dias, F.; Navarro-Mesa, J.; Julia-Serda, G.; Ravelo-Garcia, A.. "A minimallyinvasive portable system for sleep apnea detection". 2017.
    10.1109/IWOBI.2017.7985540
  33. Mostafa, S.S.; Sousa, L.N.; Ferreira, N.F.; Sousa, R.M.; Santos, J.; Morgado-Dias, F.; Wany, M.. "On the implementation of the gamma function for image correction on a endoscopic camera". 2016.
    10.1109/ICED.2016.7804690
  34. Faria, C.M.; Baptista, D.; Marques, J.C.; Morgado-Dias, F.. "Automatic control of madeira wine aging process". 2016.
    10.1007/978-3-319-43671-5_66
  35. Torabi, R.; Sahovic, N.; Rodrigues, S.; Mata-Lima, H.; Morgado-Dias, F.. "Cost-effectiveness analysis of roof-Top PV systems in Montenegro and Serbia". 2016.
    10.1109/EFEA.2016.7748773
  36. Carlos Faria; Darío Baptista; José Carlos Marques; F. Morgado-Dias. "Modelling and control of Madeira Wine aging process using directive inverse control". Trabalho apresentado em International Conference on Advanced Electronic Science and Technology, AEST2016, 2016.
  37. Sandy Rodrigues; Roham Torabikalaki; Fábio Faria; Helena G. Ramos; F. Morgado-Dias. "Australian PV System Market Analysis for the Powerwall". Trabalho apresentado em 32nd EU PVSEC 2016 Conference Proceedings Paper, 2016.
  38. S. S. Mostafa; L. N. Sousa; N. F. Ferreira; R. M. Sousa; J. Santos; F. Morgado-Dias; Martin Wäny. "FPGA Implementation of Gamma Correction using a Piecewise Linear Approach for a Small Size Endoscopic Camera". Trabalho apresentado em Image Sensors and Imaging Systems, 2016.
  39. Sousa, R.M.; Wäny, M.; Santos, P.; Dias, M.. "Multi-camera synchronization core implemented on USB3 based FPGA platform". 2015.
    10.1117/12.2082928
  40. Sousa, R.M.; Wäny, M.; Santos, P.; Dias, M.. "Image synchronization for 3D application using the NanEye sensor". 2015.
    10.1117/12.2078271
  41. Sousa, R.M.; Wäny, M.; Santos, P.; Morgado-Dias, F.. "Advanced illumination control algorithm for medical endoscopy applications". 2015.
    10.1117/12.2176928
  42. Sandy Rodrigues; Fábio Faria; Ashkan Ivaki; Nuno Cafôfo; Xiaoju Chen; F. Morgado Dias. "The Tesla Powerwall: Does it bring something new? A Market Analysis". Trabalho apresentado em ECBA-2015 Beijing, 2015.
  43. Sandy Rodrigues; Fábio Faria; Ashkan Ivaki; Nuno Cafôfo; Xiaoju Chen; F. Morgado-Dias. "New opportunities for using Tesla Powerwall Battery in the United States of America and Portugal". Trabalho apresentado em The 6th International Congress of Energy and Environment Engineering and Management (CIIEM15), 2015.
  44. S. Rodrigues; F. Faria; N. Cafôfo; X. Chen; F. Morgado-Dias. "Self-Consumption and Battery Bank PV Systems in the Residential Sector in Portugal". Trabalho apresentado em International Conference on Renewable Energy and Bioenergy (ICREB 2015), 2015.
  45. S. Rodrigues; F. Faria; N. Cafôfo; X. Chen; F. Morgado-Dias. "The Current Situation of the Residential and Commercial PV System Self-Consumption Market in Portugal". Trabalho apresentado em International Renewable Energy and Environment Conference (IREEC-2015), 2015.
  46. Abreu, S.R.; Leça, M.; Chen, X.; Morgado-Dias, F.. "On the current payback time for small investors in the photovoltaic systems in the region of Madeira". 2014.
    10.1007/978-3-319-10380-8_36
  47. Valentim Freitas; Antonio Ravelo-García; Morgado Dias. "ParTec and KarnUMa – Digital tools as a help for freshman learning". Trabalho apresentado em I Jornadas Iberoamericanas de Innovación Educativa en el ámbitos de las TICs (InnoEducaTIC 2014), 2014.
  48. Dario Baptista, F.; Rodrigues, S.; Morgado-Dias, F.. "Performance comparison of ANN training algorithms for classification". 2013.
    10.1109/WISP.2013.6657493
  49. Valentim Freitas; Fernando Morgado-Dias. "KarnUMa an Educational Tool for Digital Systems". Trabalho apresentado em Controlo’2012, 2012.
  50. Dário Fernandes; Dario Baptista; Beatriz Jardim; Agostinho Figueira; Fernando Morgado-Dias. "Loiral Wind Park Modelling Using Artificial Neural Networks". Trabalho apresentado em Controlo’2012, 2012.
  51. Adriano Lopes; António Carvalho; Filipe Oliveira; Fernando Morgado-Dias. "Monitoring and Management of Energy in Penteada Building – a Case Study". Trabalho apresentado em Controlo’2012, 2012.
  52. Sandy Rodrigues Abreu; Cristóvão Barreto; Fernando Morgado-Dias. "Renewable Energy Characterization of Madeira Island". Trabalho apresentado em Controlo’2012, 2012.
  53. Darío Baptista; Filipe Freitas; Rita Vasconcelos; Fernando Morgado-Dias. "Artificial Neural Networks – A Survey about Hardware and Software Use". Trabalho apresentado em Controlo’2012, 2012.
  54. Darío Baptista; Fernando Morgado-Dias. "A Hyperbolic Tangent Replacement by Third Order Polynomial Approximation". Trabalho apresentado em Controlo’2012, 2012.
  55. Darío Baptista; Fernando Morgado-Dias. "On the Implementation of Different Hyperbolic Tangent Solutions in FPGA". Trabalho apresentado em Controlo’2012, 2012.
  56. Darío Baptista; Fernando Morgado-Dias. "Artificial Neural Networks: a Review of Training Tools". Trabalho apresentado em Controlo’2012, 2012.
  57. Diego Santos; Henrique Nunes; Fernando Morgado-Dias. "Dual-Processor Neural Network Implementation in FPGA". Trabalho apresentado em Controlo’2012, 2012.
  58. Darío Baptista; Fernando Morgado-Dias. "Comparing Different Levenberg-Marquardt algorithm implementations". Trabalho apresentado em Controlo’2012, 2012.
  59. Reis, L.; Aguiar, L.; Baptista, D.; Morgado Dias, F.. "ANGE - Automatic neural generator". 2011.
    10.1007/978-3-642-21738-8_57
  60. Luis Aguiar; Leonardo Reis; Fernando Morgado Dias. "Neuron Implementation using System Generator". Trabalho apresentado em 9th Portuguese Conference on Automatic Control, 2010.
  61. Borralho, R.; Fontes, P.; Antunes, A.; Morgado Dias, F.. "A Matlab tool for analyzing and improving fault tolerance of artificial neural networks". 2009.
    10.3182/20090921-3-TR-3005.00029
  62. Gisnara Hoelzle; Fernando Morgado Dias. "Hardware Implementation of an Artificial Neural Network with an Embedded Microprocessor in a FPGA". Trabalho apresentado em 8th International Conference and Workshop on Ambient Intelligence and Embedded Systems, 2009.
  63. Antunes, A.; Dias, F.M.; Vieira, J.A.; Mota, A.. "A neuro-fuzzy delay compensator for distributed control systems". 2008.
    10.1109/ETFA.2008.4638531
  64. Antunes, A.; Morgado Dias, F.; Mota, A.. "A neural model for delay correction in a distributed control system". 2008.
    10.1007/978-3-540-87559-8_2
  65. Fernando Morgado Dias; Ana Antunes. "Fault Tolerance Improvement through Architecture Change in Artificial Neural Networks". Trabalho apresentado em 3rd International Symposium on Intelligence Computation and Applications, 2008.
  66. Ana Antunes; Fernando Morgado Dias; Alexandre Mota. "A neural network delay compensator for networked control systems". Trabalho apresentado em 13th IEEE International Conference on Emerging Technologies and Factory Automation, 2008.
  67. Pedro Fontes; Rui Borralho; Ana Antunes; Fernando Morgado Dias. "Fault Tolerance Simulation and Evaluation Tool for Artificial Neural Networks". Trabalho apresentado em 8th Portuguese Control Conference, 2008.
  68. Ana Antunes; Fernando Morgado Dias; Alexandre Mota. "Comparing the delay compensator approach with fractional dead-time modelling in distributed real-time control systems". Trabalho apresentado em 8th Portuguese Conference on Automatic Control, 2008.
  69. Fernando Morgado Dias; Ana Antunes. "A global model for fault tolerance of feedforward neural networks". Trabalho apresentado em 9th International Conference on Automation and Information, 2008.
  70. Fernando Morgado Dias; Ana Antunes. "An empirical study of the test error versus training error in artificial neural networks". Trabalho apresentado em 9th International Conference on Automation and Information, 2008.
  71. Antunes, A.; Dias, F.M.; Mota, A.M.. "Improving the control performance of a real-time distributed control system under variable sampling to actuation delay". 2006.
  72. Antunes, A.; Dias, F.M.; Vieira, J.; Mota, A.. "Delay compensator: An approach to reduce the variable sampling to actuation delay effect in distributed real-time control systems". 2006.
    10.1109/ETFA.2006.355394
  73. Fernando Morgado Dias; Ana Antunes; José Vieira; Alexandre Mota. "On-line learning of a time-variant system". Trabalho apresentado em 19th International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems, 2006.
  74. Vieira, J.A.; Dias, F.M.; Mota, A.M.. "Hybrid neuro-fuzzy network-priori knowledge model in temperature control of a gas water heater system". 2005.
    10.1109/ICHIS.2005.60
  75. Dias, F.M.; Antunes, A.; Vieira, J.; Mota, A.M.. "On-line training of neural networks: A sliding window approach for the Levenberg-Marquardt algorithm". 2005.
  76. Dias, F.M.; Antunes, A.; Vieira, J.; Mota, A.M.. "Using the Levenberg-Marquardt for on-line training of a variant system". 2005.
  77. Pedro Ferreira; Pedro Ribeiro; Ana Antunes; Fernando Morgado Dias. "A High Resolution FPGA Implementation of a Feedforward Neural Network". Trabalho apresentado em Jornadas sobre Sistemas Reconfiguráveis REC2005, 2005.
  78. Ferreira, P.; Ribeiro, P.; Antunes, A.; Dias, F.M.. "Artificial neural networks processor – A hardware implementation using a FPGA". 2004.
  79. Fernando Morgado Dias; Ana Antunes; José Vieira; Alexandre Manuel Mota. "Implementing the Levenberg-Marquardt Algorithm on-line: a Sliding Window Approach with Early Stopping". Trabalho apresentado em 2nd IFAC Workshop on Advanced Fuzzy/Neural Control, 2004.
  80. Ana Antunes; Fernando Morgado Dias; Alexandre Mota. "Influence of the sampling period in the performance of a real-time distributed system under jitter conditions". Trabalho apresentado em 6th WSEAS Int. Conf. on Telecommunications and Informatics, 2004.
  81. Fernando Morgado Dias; Ana Antunes; Alexandre Mota. "A new hybrid direct/specialized approach for generating inverse neural models". Trabalho apresentado em 6th WSEAS Int. Conf. on Algorithms, Scientific Computing, Modelling and Computation, 2004.
  82. José Vieira; Fernando Morgado Dias; Alexandre Mota. "Neuro-Fuzzy Systems: A Survey". Trabalho apresentado em 5th WSEAS NNA International Conference on Neural Networks and Applications, 2004.
  83. Fernando Morgado Dias; Ana Antunes; Alexandre Manuel Mota. "Regularization versus early stopping: a case study with a real system". Trabalho apresentado em 2nd IFAC Conference Control Systems Design (CSD’03), 2003.
  84. Fernando Morgado Dias; Ana Antunes; Alexandre Manuel Mota. "Commercial Hardware for Artificial Neural Networks: a Survey". Trabalho apresentado em SICICA - 5th IFAC International Symposium on Inteligent Components and Instruments for Control Applications, 2003.
  85. José António Barros Vieira; Fernando Morgado Dias; Alexandre Manuel Mota. "Comparison between Artificial Neural Networks and Neurofuzzy Systems in Modeling and Control: a Case Study". Trabalho apresentado em SICICA - 5th IFAC International Symposium on Inteligent Components and Instruments for Control Applications, 2003.
  86. Dias, F.M.; Antunes, A.; Mota, A.M.. "Additive internal model control: An application with neural models in a Kiln". 2002.
    10.1109/IECON.2002.1185521
  87. Dias, F.M.; Antunes, A.; Mota, A.M.. "Automating the construction of neural models for control purposes using genetic algorithms". 2002.
    10.1109/IECON.2002.1185282
  88. José António Barros Vieira; Fernando Morgado Dias; Alexandre Manuel Mota. "Control of a Kiln using Neuro Fuzzy Techniques". Trabalho apresentado em 5th Portuguese Conference on Automatic Control, 2002.
  89. Ana Antunes; Fernando Morgado Dias; Alexandre Manuel Mota. "CAN-based Real Time Adaptive Distributed Control". Trabalho apresentado em 8th International CAN Conference, 2002.
  90. Fernando Morgado Dias; Alexandre Manuel Mota. "A Comparison between a PID and Internal Model Control using Neural Networks". Trabalho apresentado em 5th World Multi-Conference on Systemics, Cybernetics and Informatics, 2001.
  91. Fernando Morgado Dias; Alexandre Manuel Mota. "Comparison between different Control Strategies using Neural Networks". Trabalho apresentado em 9th Mediterranean Conference on Control and Automation, 2001.
  92. Fernando Morgado Dias; Alexandre Mota. "Additive Feedforward Control of a Kiln Using Neural Networks". Trabalho apresentado em IASTED International Conference on Modelling, Identification, and Control, 2001.
  93. Fernando Morgado Dias; Alexandre Manuel Mota. "Direct Inverse Control of a Kiln". Trabalho apresentado em 4th Portuguese Conference on Automatic Control, 2000.
Artigo em revista
  1. Freitas, Luis Miguel C.; Morgado-Dias, F.. "Correlated multiple sampling technique - a discrete Fourier Transform analysis aimed for CMOS image sensors". Analog Integrated Circuits and Signal Processing 110 3 (2022): 547-555. http://dx.doi.org/10.1007/s10470-022-01995-3.
    10.1007/s10470-022-01995-3
  2. Gupta, Ankit; Ravelo-Garcia, Antonio G.; Morgado-Dias, Fernando. "A Motion and Illumination Resistant Non-contact Method using Undercomplete Independent Component Analysis and Levenberg-Marquardt Algorithm". IEEE Journal of Biomedical and Health Informatics (2022): 1-1. http://dx.doi.org/10.1109/jbhi.2022.3144677.
    10.1109/jbhi.2022.3144677
  3. Carvalho Freitas, Luis Miguel; Morgado-Dias, Fernando. "Thermal readout noise comparison of classical constant bias APS and switching bias APS used in CMOS image sensors". Analog Integrated Circuits and Signal Processing (2021): http://dx.doi.org/10.1007/s10470-021-01964-2.
    10.1007/s10470-021-01964-2
  4. Herlander Mata-Lima; Deborah Wollmann Silva; Deborah Cristina Nardi; Samanta Andrize Klering; Thays Car Feliciano de Oliveira; Fernando Morgado-Dias. "Waste-to-Energy: An Opportunity to Increase Renewable Energy Share and Reduce Ecological Footprint in Small Island Developing States (SIDS)". Energies 14 22 (2021): 7586-7586. https://doi.org/10.3390/en14227586.
    10.3390/en14227586
  5. Luis Miguel Carvalho Freitas; Fernando Morgado-Dias. "Design Improvements on Fast, High-Order, Incremental Sigma-Delta ADCs for Low-Noise Stacked CMOS Image Sensors". Electronics (2021): https://doi.org/10.3390/electronics10161936.
    10.3390/electronics10161936
  6. Roham Torabi; Álvaro Gomes; F. Morgado-Dias. "Energy Transition on Islands with the Presence of Electric Vehicles: A Case Study for Porto Santo". Energies 14 12 (2021): 3439-3439. https://doi.org/10.3390/en14123439.
    10.3390/en14123439
  7. Diogo Freitas; Luiz Guerreiro Lopes; Fernando Morgado-Dias. "A Neural Network-Based Approach for Approximating Arbitrary Roots of Polynomials". Mathematics 9 4 (2021): 317-317. https://doi.org/10.3390/math9040317.
    10.3390/math9040317
  8. Mendonça, Fábio; Mostafa, Sheikh Shanawaz; Morgado-Dias, Fernando; Ravelo-García, Antonio G.. "A method based on cardiopulmonary coupling analysis for sleep quality assessment with FPGA implementation". Artificial Intelligence in Medicine 112 (2021): 102019. http://dx.doi.org/10.1016/j.artmed.2021.102019.
    10.1016/j.artmed.2021.102019
  9. Luis Miguel Carvalho Freitas; Fernando Morgado-Dias. "Reference Power Supply Connection Scheme for Low-Power CMOS Image Sensors Based on Incremental Sigma-Delta Converters". Electronics 10 3 (2021): 299-299. https://doi.org/10.3390/electronics10030299.
    10.3390/electronics10030299
  10. Mendonça, Fábio; Mostafa, Sheikh Shanawaz; Morgado-Dias, Fernando; Ravelo-García, Antonio G. "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 of Neural Engineering (2020): http://dx.doi.org/10.1088/1741-2552/abd047.
    10.1088/1741-2552/abd047
  11. Mostafa, Sheikh Shanawaz; Baptista, Darío; Ravelo-García, Antonio G.; Juliá-Serdá, Gabriel; Morgado-Dias, Fernando. "Greedy based convolutional neural network optimization for detecting apnea". Computer Methods and Programs in Biomedicine 197 (2020): 105640. http://dx.doi.org/10.1016/j.cmpb.2020.105640.
    10.1016/j.cmpb.2020.105640
  12. Morgado-Dias, Fernando; Pereira, Lucas; Mata-Lima, Herlander. "Editorial - Energy and Sustainability in Small Developing Economies 19 - Selected papers". Greenhouse Gases: Science and Technology 10 6 (2020): 1117-1117. http://dx.doi.org/10.1002/ghg.2040.
    10.1002/ghg.2040
  13. Freitas, Luis Miguel C.; Morgado-Dias, F.. "A CMOS image sensor with 14-Bit column-parallel 3rd order incremental sigma-delta converters". Sensors and Actuators A: Physical 313 (2020): 112162. http://dx.doi.org/10.1016/j.sna.2020.112162.
    10.1016/j.sna.2020.112162
  14. Mendonça, Fábio; Mostafa, Sheikh Shanawaz; Morgado-Dias, Fernando; Ravelo-García, Antonio G.. "Cyclic alternating pattern estimation based on a probabilistic model over an EEG signal". Biomedical Signal Processing and Control 62 (2020): 102063. http://dx.doi.org/10.1016/j.bspc.2020.102063.
    10.1016/j.bspc.2020.102063
  15. Torabi, Roham; Gomes, Alvaro; Lobo, Diogo; Morgado-Dias, Fernando. "Modelling demand flexibility and energy storage to support increased penetration of renewable energy resources on Porto Santo". Greenhouse Gases: Science and Technology (2020): http://dx.doi.org/10.1002/ghg.2005.
    10.1002/ghg.2005
  16. Mendonça, Fábio; Mostafa, Sheikh Shanawaz; Morgado-Dias, Fernando; Ravelo-García, Antonio G.. "Matrix of Lags: A tool for analysis of multiple dependent time series applied for CAP scoring". Computer Methods and Programs in Biomedicine 189 (2020): 105314. http://dx.doi.org/10.1016/j.cmpb.2020.105314.
    10.1016/j.cmpb.2020.105314
  17. Jardim, Ricardo; Morgado-Dias, F.. "Savitzky–Golay filtering as image noise reduction with sharp color reset". Microprocessors and Microsystems 74 (2020): 103006. http://dx.doi.org/10.1016/j.micpro.2020.103006.
    10.1016/j.micpro.2020.103006
  18. Diogo Freitas; Luiz Guerreiro Lopes; Fernando Morgado-Dias. "Particle Swarm Optimisation: A Historical Review Up to the Current Developments". Entropy 22 3 (2020): 362-362. https://doi.org/10.3390/e22030362.
    10.3390/e22030362
  19. Alexander Kramer; Fernando Morgado-Dias. "Artificial intelligence in process control applications and energy saving: a review and outlook". Greenhouse Gases: Science and Technology (2020): https://doi.org/10.1002/ghg.1962.
    10.1002/ghg.1962
  20. Sandy Rodrigues; Gerhard Mütter; Helena Geirinhas Ramos; F. Morgado-Dias. "Machine Learning Photovoltaic String Analyzer". Entropy 22 2 (2020): 205-205. https://doi.org/10.3390/e22020205.
    10.3390/e22020205
  21. Fábio Mendonça; Sheikh Shanawaz Mostafa; Fernando Morgado-Dias; Antonio G. Ravelo-García. "An Oximetry Based Wireless Device for Sleep Apnea Detection". Sensors 20 3 (2020): 888-888. https://doi.org/10.3390/s20030888.
    10.3390/s20030888
  22. Freitas, Luis Miguel Carvalho; Dias, Morgado. "A CMOS slew-rate enhanced OTA for imaging". Microprocessors and Microsystems 72 (2020): 102934. http://dx.doi.org/10.1016/j.micpro.2019.102934.
    10.1016/j.micpro.2019.102934
  23. Sousa, Ricardo M.; Wäny, Martin; Santos, Pedro; Morgado-Dias, F.. "Automatic illumination control for an endoscopy sensor". Microprocessors and Microsystems 72 (2020): 102920. http://dx.doi.org/10.1016/j.micpro.2019.102920.
    10.1016/j.micpro.2019.102920
  24. Fabio Mendonca; Sheikh Shanawaz Mostafa; Fernando Morgado-Dias; Gabriel Julia-Serda; Antonio G. Ravelo-Garcia. "A Method for Sleep Quality Analysis Based on CNN Ensemble With Implementation in a Portable Wireless Device". IEEE Access (2020): 1-1. https://doi.org/10.1109/ACCESS.2020.3019734.
    10.1109/ACCESS.2020.3019734
  25. Sheikh Shanawaz Mostafa; Fabio Mendonca; Antonio G. Ravelo-Garcia; Gabriel Julia-Serda; Fernando Morgado-Dias. "Multi-Objective Hyperparameter Optimization of Convolutional Neural Network for Obstructive Sleep Apnea Detection". IEEE Access 8 (2020): 129586-129599. https://doi.org/10.1109/ACCESS.2020.3009149.
    10.1109/ACCESS.2020.3009149
  26. Dario Baptista; Leonel Sousa; Fernando Morgado-Dias. "Raising the Abstraction Level of a Deep Learning Design on FPGAs". IEEE Access 8 (2020): 205148-205161. https://doi.org/10.1109/ACCESS.2020.3036975.
    10.1109/ACCESS.2020.3036975
  27. 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 (2019): https://doi.org/10.3390/e21121203.
    10.3390/e21121203
  28. 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 Computing and Applications (2019): https://doi.org/10.1007/s00521-019-04582-2.
    10.1007/s00521-019-04582-2
  29. Fábio Mendonça; Sheikh Shanawaz Mostafa; Fernando Morgado-Dias; Antonio G Ravelo-García; Thomas Penzel. "Sleep quality of subjects with and without sleep-disordered breathing based on the cyclic alternating pattern rate estimation from single-lead ECG". Physiological Measurement (2019): https://doi.org/10.1088/1361-6579/ab4f08.
    10.1088/1361-6579/ab4f08
  30. Sheikh Shanawaz Mostafa; Fábio Mendonça; Antonio G. Ravelo-García; Fernando Morgado Dias. "A Systematic Review of Detecting Sleep Apnea Using Deep Learning". Sensors (2019): https://www.mdpi.com/1424-8220/19/22/4934.
    10.3390/s19224934
  31. Mata-Lima, Herlander; Galuzzi Silva, Marina Carrato; Emilien, Maria; Silveira, Ana Paula; Sacht, Helenice Maria; Vettorazzi, Egon; Morgado-Dias, Fernando. "Identifying and ranking environmental aspects of a dry port in Foz do Iguaçu city, Paraná-Brazil". Environmental Quality Management 29 1 (2019): 57-62. http://dx.doi.org/10.1002/tqem.21652.
    10.1002/tqem.21652
  32. Fabio Mendonca; Sheikh Shanawaz Mostafa; Antonio G. Ravelo-Garcia; Fernando Morgado-Dias; Thomas Penzel. "A Review of Obstructive Sleep Apnea Detection Approaches". IEEE Journal of Biomedical and Health Informatics 23 2 (2019): 825-837. https://doi.org/10.1109/JBHI.2018.2823265.
    10.1109/JBHI.2018.2823265
  33. Mendonca, Fabio; Mostafa, Sheikh Shanawaz; Morgado-Dias, Fernando; Ravelo-Garcia, Antonio G.; Penzel, Thomas. "A Review of Approaches for Sleep Quality Analysis". IEEE Access 7 (2019): 24527-24546. http://dx.doi.org/10.1109/access.2019.2900345.
    10.1109/access.2019.2900345
  34. Fabio Mendonca; Sheikh Shanawaz Mostafa; Fernando Morgado-Dias; Antonio G. Ravelo-Garcia. "Sleep Quality Estimation by Cardiopulmonary Coupling Analysis". IEEE Transactions on Neural Systems and Rehabilitation Engineering 26 12 (2018): 2233-2239. https://doi.org/10.1109/TNSRE.2018.2881361.
    10.1109/TNSRE.2018.2881361
  35. Pestana, Daniel Garigali; Rodrigues, Sandy; Morgado-Dias, F.. "Environmental and economic analysis of solar systems in Madeira, Portugal". Utilities Policy 55 (2018): 31-40. http://dx.doi.org/10.1016/j.jup.2018.09.001.
    10.1016/j.jup.2018.09.001
  36. Torabi, Roham; Rodrigues, Sandy; Cafôfo, Nuno; Pereira, Lucas; Quintal, Filipe; Nunes, Nuno; Morgado-Dias, Fernando. "A global monitoring system for electricity consumption and production of household roof-top PV systems in Madeira". Neural Computing and Applications 32 20 (2018): 15835-15844. http://dx.doi.org/10.1007/s00521-018-3832-3.
    10.1007/s00521-018-3832-3
  37. Faria, Carlos; Baptista, Darío; Carlos Marques, José; Morgado-Dias, Fernando. "Madeira Wine: An Aging Processing Control and Monitoring Solution". Recent Advances in Electrical & Electronic Engineering (Formerly Recent Patents on Electrical & Electronic Engineering) 11 4 (2018): 425-433. http://dx.doi.org/10.2174/2352096511666180213102158.
    10.2174/2352096511666180213102158
  38. Mendonça, Fábio; Mostafa, Sheikh Shanawaz; Ravelo-García, Antonio G.; Morgado-Dias, Fernando; Penzel, Thomas. "Devices for home detection of obstructive sleep apnea: A review". Sleep Medicine Reviews 41 (2018): 149-160. http://dx.doi.org/10.1016/j.smrv.2018.02.004.
    10.1016/j.smrv.2018.02.004
  39. Darío Baptista; Sheikh Mostafa; Lucas Pereira; Leonel Sousa; Fernando Morgado-Dias. "Implementation Strategy of Convolution Neural Networks on Field Programmable Gate Arrays for Appliance Classification Using the Voltage and Current (V-I) Trajectory". Energies 11 9 (2018): 2460-2460. https://doi.org/10.3390/en11092460.
    10.3390/en11092460
  40. Mostafa, Sheikh Shanawaz; Horta, Nuno; Ravelo-García, Antonio G.; Morgado-Dias, Fernando. "Analog active filter design using a multi objective genetic algorithm". AEU - International Journal of Electronics and Communications 93 (2018): 83-94. http://dx.doi.org/10.1016/j.aeue.2018.06.001.
    10.1016/j.aeue.2018.06.001
  41. Sandy Rodrigues; Helena Geirinhas Ramos; Fernando Morgado-Dias. "Machine learning PV system performance analyser". Progress in Photovoltaics: Research and Applications (2018): https://doi.org/10.1002/pip.3060.
    10.1002/pip.3060
  42. Baptista, Darío; Carvalho, João Paulo; Morgado-Dias, Fernando. "Comparing different solutions for forecasting the energy production of a wind farm". Neural Computing and Applications 32 20 (2018): 15825-15833. http://dx.doi.org/10.1007/s00521-018-3628-5.
    10.1007/s00521-018-3628-5
  43. 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 Computing and Applications (2018): https://doi.org/10.1007/s00521-018-3600-4.
    10.1007/s00521-018-3600-4
  44. Mendonça, Fábio; Mostafa, Sheikh Shanawaz; Morgado-Dias, Fernando; Navarro-Mesa, Juan L.; Juliá-Serdá, Gabriel; Ravelo-García, Antonio G.. "A portable wireless device based on oximetry for sleep apnea detection". Computing 100 11 (2018): 1203-1219. http://dx.doi.org/10.1007/s00607-018-0624-7.
    10.1007/s00607-018-0624-7
  45. Fábio Mendonça; Ana Fred; Sheikh Shanawaz Mostafa; Fernando Morgado-Dias; Antonio G. Ravelo-García. "Automatic detection of cyclic alternating pattern". Neural Computing and Applications (2018): https://doi.org/10.1007/s00521-018-3474-5.
    10.1007/s00521-018-3474-5
  46. 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 Computing and Applications (2018): https://doi.org/10.1007/s00521-018-3455-8.
    10.1007/s00521-018-3455-8
  47. Ricardo M. Sousa; Martin Wany; Pedro Santos; Fernando Morgado-Dias. "NanEye-An Endoscopy Sensor With 3-D Image Synchronization". IEEE Sensors Journal 17 3 (2017): 623-631. https://doi.org/10.1109%2Fjsen.2016.2631582.
    10.1109/JSEN.2016.2631582
  48. Rodrigues, S.; Chen, X.; Morgado-Dias, F.. "Economic analysis of photovoltaic systems for the residential market under China's new regulation". Energy Policy 101 (2017): 467-472. http://www.scopus.com/inward/record.url?eid=2-s2.0-85008155948&partnerID=MN8TOARS.
    10.1016/j.enpol.2016.10.039
  49. Hernández-Travieso, J.G.; Herrera-Jiménez, A.L.; Travieso-González, C.M.; Morgado-Dias, F.; Alonso-Hernández, J.B.; Ravelo-García, A.G.. "Temperature control by its forecasting applying score fusion for sustainable development". Sustainability (Switzerland) 9 2 (2017): http://www.scopus.com/inward/record.url?eid=2-s2.0-85013411086&partnerID=MN8TOARS.
    10.3390/su9020193
  50. Mostafa, S.S.; Sousa, L.N.; Ferreira, N.F.; Sousa, R.M.; Santos, J.; Wäny, M.; Morgado-Dias, F.. "Full image-processing pipeline in field-programmable gate array for a small endoscopic camera". Journal of Electronic Imaging 26 1 (2017): http://www.scopus.com/inward/record.url?eid=2-s2.0-85009507943&partnerID=MN8TOARS.
    10.1117/1.JEI.26.1.013005
  51. Baptista, D.; Abreu, S.; Travieso-González, C.; Morgado-Dias, F.. "Hardware implementation of an artificial neural network model to predict the energy production of a photovoltaic system". Microprocessors and Microsystems 49 (2017): 77-86. http://www.scopus.com/inward/record.url?eid=2-s2.0-85006410059&partnerID=MN8TOARS.
    10.1016/j.micpro.2016.11.003
  52. Rodrigues, Sandy; Faria, Fábio; Cafôfo, Nuno; Chen, Xiaoju; Mata-Lima, Herlander; Morgado-Dias, F.. "Analysis of the Self-Consumption Regulation for Photovoltaic Systems with Battery Banks in the Portuguese Residential Sector". Journal of Clean Energy Technologies 5 1 (2017): 52-59. http://dx.doi.org/10.18178/jocet.2017.5.1.343.
    10.18178/jocet.2017.5.1.343
  53. Sandy Rodrigues; Roham Torabikalaki; Fábio Faria; Nuno Cafôfo; Xiaoju Chen; Ashkan Ramezani Ivaki; Herlander Mata-Lima; F. Morgado-Dias. "Economic feasibility analysis of small scale PV systems in different countries". Solar Energy 131 (2016): 81-95. https://doi.org/10.1016%2Fj.solener.2016.02.019.
    10.1016/j.solener.2016.02.019
  54. Morgado-Dias, Fernando. "Tesla Power Wall in the United States and Portugal – A Comparative Analysis on the Use of Storage with Small Scale Photovoltaic Systems". International Journal of Technology and Engineering Studies 2 1 (2016): http://dx.doi.org/10.20469/ijtes.2.40002-1.
    10.20469/ijtes.2.40002-1
  55. Mata-Lima, H.; Morgado-Dias, F.; Galuzzi da Silva, M.C.; Alcântara, K.; Almeida, J.A.. "A Systematic Framework for the Design and Implementation of a Quality Management Practice: The Case of a Consulting Engineering Company". Environmental Quality Management 25 4 (2016): 49-61. http://www.scopus.com/inward/record.url?eid=2-s2.0-84988664499&partnerID=MN8TOARS.
    10.1002/tqem.21465
  56. Mata-Lima, H.; Alvino-Borba, A.; Akamatsu, K.; Incau, B.; Jard, J.; da Silva, A.B.; Morgado-Dias, F.. "Measuring an Organization's Performance: The Road to Defining Sustainability Indicators". Environmental Quality Management 26 2 (2016): 89-104. http://www.scopus.com/inward/record.url?eid=2-s2.0-85017550137&partnerID=MN8TOARS.
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Outros

Outra produção
  1. Metodologia para Análise da Qualidade do Sono Baseada no Conjunto de Redes Neuronais Convolucionais. 2021. Mendonca, F.; Mostafa, S.S.; F. Morgado-Dias; Julia-Serda, G.; Ravelo-Garcia, A..
  2. Things you need to know if you are writing a scientific paper, thesis or report in Engineering or Science. 2020. Diogo Freitas; Fernando Morgado-Dias; Adriana Ribeiro. https://doi.org/10.36227/techrxiv.12780497.v1.
    10.36227/techrxiv.12780497.v1
  3. Geração de Vectores de Teste por Emparelhamento. 1996. Fernando Morgado Dias; Mohamed Hedi Touati; Meryem Marzouki; António Ferrari.
Atividades

Orientação

Título / Tema
Papel desempenhado 		Curso (Tipo)
Instituição / Organização
2021 - Atual Sleep Quality Analysis
Orientador
 Engenharia Informática (Doutoramento)
Universidade da Madeira, Portugal
2021 - Atual Optimal Feature Selection and Deep Learning Techniques for Complex Data Classification
Orientador
 Engenharia Informática (Doutoramento)
Universidade da Madeira, Portugal
2021 - Atual Identifying correct stage of banana ripening and survival prediction
Orientador
 Engenharia Informática (Doutoramento)
Universidade da Madeira, Portugal
2021 - Atual Monitoring effort and injury analysis for high level athletes
Coorientador
 Engenharia Informática (Mestrado)
Universidade da Madeira, Portugal
2021 - Atual Raspino: An hardware platform for biomedical signal acquisition and analysis
Coorientador
 Engenharia Informática (Mestrado)
Universidade da Madeira, Portugal
2021 - Atual Automatic sleep structure analysis
Coorientador
 Engenharia Informática (Mestrado)
Universidade da Madeira, Portugal
2021 - Atual Artificial Intelligence for low-end devices
Coorientador
 Engenharia Informática (Mestrado)
Universidade da Madeira, Portugal
2021 - Atual Implementation of a model of computational vision for detection of people
Coorientador
 Tecnologias e Sistemas Informáticos Web (Mestrado)
Universidade Aberta, Portugal
2020 - Atual Exploration and Optimisation of Feature Engineering Methods in Machine Learning Approaches
Orientador
 Engenharia Informática (Doutoramento)
Universidade da Madeira, Portugal
2020 - Atual AI4Soccer - Monitorização e análise de potencial de jovens atletas
Coorientador
 Engenharia Informática (Mestrado)
Universidade da Madeira, Portugal
2020 - Atual Sleep analysis through CAP
Coorientador
 Engenharia Informática (Mestrado)
Universidade da Madeira, Portugal
2020 - Atual Development of an educational tool for sleep analysis
Coorientador
 Engenharia Informática (Mestrado)
Universidade da Madeira, Portugal
2019 - Atual Use cases of artificial neural networks for process and controller improvement at plants of the process industry
Orientador
 Engenharia de Instrumentação e Electrónica (Doutoramento)
Universidade da Madeira, Portugal
2019 - Atual Ultra-Low Noise, High-Frame Rate Readout Design for 3D-Stacked CMOS Image Sensors
Orientador
 Engenharia de Instrumentação e Electrónica (Doutoramento)
Universidade da Madeira, Portugal
2018 - Atual Low Cost Automated Astronomical Observatory for Remote Operation
Orientador
 Engenharia de Instrumentação e Electrónica (Doutoramento)
Universidade da Madeira, Portugal
2018 - Atual Development of models and algorithms for integrated management of energy resources at (smart) neighborhood level
Coorientador
 Energia para a Sustentabilidade (Doutoramento)
Universidade de Coimbra, Portugal
2019 - 2021 User Chat Clustering using Deep Learning Representations
Coorientador
 Engenharia Informática (Mestrado)
Universidade da Madeira, Portugal
2017 - 2021 Monitoring and Control of Sleep Quality
Coorientador
 Engenharia Electrotécnica e de Computadores (Doutoramento)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2017 - 2021 Raising the abstraction level of a deep learning design on Field Programmable Gate Arrays
Coorientador
 Engenharia Electrotécnica e de Computadores (Doutoramento)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2017 - 2021 Non-invasive monitoring system for photovoltaic systems
Coorientador
 Engenharia Electrotécnica e de Computadores (Doutoramento)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2017 - 2021 Signal Processing Approaches for Sleep Quality Analysis in Suspected Sleep Disorder Patients
Coorientador
 Engenharia Electrotécnica e de Computadores (Doutoramento)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2018 - 2020 Hybrid nature-inspired algorithms for solving some hard numerical problems in science and engineering
Coorientador
 Matemática (Mestrado)
Universidade da Madeira, Portugal
2018 - 2020 Image content based noise suppression of line-scan image sensors in VHDL
Orientador
 Engenharia de Telecomunicações e Redes de Energia (Mestrado)
Universidade da Madeira, Portugal
2016 - 2020 Obstructive sleep apnea detection using fourth level devices
Coorientador
 Engenharia Electrotécnica e de Computadores (Doutoramento)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2016 - 2018 Distance Measurement System for Medical Applications based on the NanEye Stereo Camera
Orientador
 Engenharia de Telecomunicações e Redes de Energia (Mestrado)
Universidade da Madeira, Portugal
2016 - 2018 Digital Temperature Sensor for Image Sensors
Orientador
 Engenharia de Telecomunicações e Redes de Energia (Mestrado)
Universidade da Madeira, Portugal
2014 - 2016 Implementación de un sistema de detección de apnea obstructiva del sueño mediante pulsioxímetro
Coorientador
 Engenharia de telecomunicações (Mestrado)
Universidad de Las Palmas de Gran Canaria, Espanha
2014 - 2016 Madeira wine aging control in a pilot scale
Orientador
 Engenharia Informática (Mestrado)
Universidade da Madeira, Portugal
2012 - 2014 Multi-Camera Synchronization core implemented on USB3 based FPGA platform
Orientador
 Engenharia de Telecomunicações e Redes de Energia (Mestrado)
Universidade da Madeira, Portugal
2012 - 2014 Solar potential of the public buildings of the region of Madeira
Orientador
 Engenharia de Telecomunicações e Redes de Energia (Mestrado)
Universidade da Madeira, Portugal
2011 - 2013 Simulator of energy consumption pollution emissions of a fleet of public transportation
Orientador
 Engenharia Informática (Mestrado)
Universidade da Madeira, Portugal
2011 - 2013 Energy management of the Penteada building - Telecommunications Infrastructure
Orientador
 Engenharia Informática (Mestrado)
Universidade da Madeira, Portugal
2011 - 2013 Prediction of electrical energy production from wind
Orientador
 Engenharia Informática (Mestrado)
Universidade da Madeira, Portugal
2011 - 2013 Pedagogical applications for mobile terminals
Orientador
 Engenharia Informática (Mestrado)
Universidade da Madeira, Portugal
2010 - 2012 Electronic Platforms acinGov and iMED A dematerializing approach
Orientador
 Engenharia Informática (Mestrado)
Universidade da Madeira, Portugal
2007 - 2009 Hardware Implementation of an Artificial Neural Network with a FPGA embedded microprocessor
Orientador
 Engenharia de Telecomunicações e Redes (Mestrado)
Universidade da Madeira, Portugal
Distinções

Outra distinção

2019 Best Student Paper at the Energy and Sustainability in Small Developing Economies for the paper “Demand management for load smoothing in small power systems: the case of Porto Santo island”.
2019 Best Student Paper at the International Conference on Engineering Applications for the paper “Design and Simulation of an Incremental Sigma- Delta Converter for Improving the Noise Floor Level of CMOS Image Sensors”
2018 Best Student Paper at the International Conference on Mathematical Applications - ICMA18, for the paper “A Neural Network Based Approach for Approximating Real Roots of Polynomials
2018 Best Student Paper at the Workshop on Electronics Applications and System Integration for Future Technologies – EASIFT18, for the paper “Design and simulation of a CMOS slew-rate enhanced OTA to drive heavy capacitive loads"
2018 Best Student Paper at the Energy and Sustainability in Small Developing Economies – ES2DE18, for the paper “The Duck Curve Characteristic and Storage Requirements for Greening the Island of Porto Santo”
2018 Best Paper at the International Conference in Biomedical Engineering Applications - ICBEA18, for the paper “Configurable N-fold Hardware Architecture for Convolutional Neural Networks”
2018 NVIDIA GPU Grant Program support, for the proposal “GPU based Sleep Apnea detection”
2017 Prize for the Publons Top 1 percent peer reviewer, for the Multidisciplinary area, awarded by Publons in 2017
2017 Cátedra Telefónica of Universidad de Las Palmas de Gran Canária 2017, for the work: Analysis of the quality of sleep and APNEA diagnosis from a low cost and minimal complexity artificial intelligence based system"
Universidad de Las Palmas de Gran Canaria, Espanha
2017 Best Student Paper at the 5th IEEE International Conference and Work Shop on Bioinspired Intelligence (IWOBI 2017), for the paper “A Minimally Invasive Portable System for Sleep Apnea Detection”.
2016 Poster Poster Award in the thematic area of "PV Economics, Markets and Policies"
2015 Best student paper Award in the Electronic Imaging conference, SPIE Photonics West, San Francisco, USA, for the paper "Multi-camera synchronization core implemented on USB3 based FPGA platform"
2015 Best paper in the session Power and Energy Engineering in the International Conference on Advanced Research in Aerospace, Robotics, Manufacturing systems, Mechanical Engineering, Bioengineering, Power and Energy Engineering,(...),Romania
2012 Prémio Dr.Fernão de Ornelas 2012 - Inovação tecnológica no âmbito da área social, com o trabalho “Gestão de Energia do Edifício da Penteada”, Morgado Dias, Adriano Lopes, António carvalho e Filipe Oliveira;
Funchal, Portugal
2002 Best paper in session CCS-07 Robust Controllers I, in the 28th Annual Conference of the IEEE Industrial Electronics Society for the paper “Additive Internal Model Control: an Application with Neural Models in a Kiln”, Sevilla, Spain
1994 Second place in the category of best student project, with the ASIC “AMBROSIO: Advanced Microchip for Broadband System Improvement and Optimization”, in the conference 5th Eurochip Workshop, Dresden, Germany