Fernando Manuel Rosmaninho Morgado Ferrão Dias
AuthID: R-000-528
1
TITLE: On the Use of Transformer-Based Models for Intent Detection Using Clustering Algorithms
AUTHORS: Moura, Andre; Lima, Pedro; Mendonca, Fabio; Mostafa, Sheikh Shanawaz; Morgado Dias, Fernando;
PUBLISHED: 2023, SOURCE: APPLIED SCIENCES-BASEL, VOLUME: 13, ISSUE: 8
AUTHORS: Moura, Andre; Lima, Pedro; Mendonca, Fabio; Mostafa, Sheikh Shanawaz; Morgado Dias, Fernando;
PUBLISHED: 2023, SOURCE: APPLIED SCIENCES-BASEL, VOLUME: 13, ISSUE: 8
INDEXED IN: 
Scopus 
WOS
Scopus WOS2
TITLE: Oil Sector and Sentiment Analysis-A Review Full Text
AUTHORS: Santos, Marcus Vinicius; Morgado Dias, Fernando; Silva, Thiago C.;
PUBLISHED: 2023, SOURCE: ENERGIES, VOLUME: 16, ISSUE: 12
AUTHORS: Santos, Marcus Vinicius; Morgado Dias, Fernando; Silva, Thiago C.;
PUBLISHED: 2023, SOURCE: ENERGIES, VOLUME: 16, ISSUE: 12
INDEXED IN: Scopus WOS
Scopus WOS3
TITLE: Visual Explanations of Deep Learning Architectures in Predicting Cyclic Alternating Patterns Using Wavelet Transforms Full Text
AUTHORS: Gupta, Ankit; Mendonca, Fabio; Mostafa, Sheikh Shanawaz; Ravelo Garcia, Antonio G.; Morgado Dias, Fernando;
PUBLISHED: 2023, SOURCE: ELECTRONICS, VOLUME: 12, ISSUE: 13
AUTHORS: Gupta, Ankit; Mendonca, Fabio; Mostafa, Sheikh Shanawaz; Ravelo Garcia, Antonio G.; Morgado Dias, Fernando;
PUBLISHED: 2023, SOURCE: ELECTRONICS, VOLUME: 12, ISSUE: 13
INDEXED IN: Scopus WOS
Scopus WOS4
TITLE: Towards automatic EEG cyclic alternating pattern analysis: a systematic review
AUTHORS: Mendonca, Fabio; Mostafa, Sheikh Shanawaz; Morgado Dias, Fernando; Ravelo Garcia, Antonio G.; Rosenzweig, Ivana;
PUBLISHED: 2023, SOURCE: BIOMEDICAL ENGINEERING LETTERS, VOLUME: 13, ISSUE: 3
AUTHORS: Mendonca, Fabio; Mostafa, Sheikh Shanawaz; Morgado Dias, Fernando; Ravelo Garcia, Antonio G.; Rosenzweig, Ivana;
PUBLISHED: 2023, SOURCE: BIOMEDICAL ENGINEERING LETTERS, VOLUME: 13, ISSUE: 3
INDEXED IN: WOS
WOS5
TITLE: Automated Aviation Wind Nowcasting: Exploring Feature-Based Machine Learning Methods
AUTHORS: Alves, Decio; Mendonca, Fabio; Mostafa, Sheikh Shanawaz; Morgado Dias, Fernando;
PUBLISHED: 2023, SOURCE: APPLIED SCIENCES-BASEL, VOLUME: 13, ISSUE: 18
AUTHORS: Alves, Decio; Mendonca, Fabio; Mostafa, Sheikh Shanawaz; Morgado Dias, Fernando;
PUBLISHED: 2023, SOURCE: APPLIED SCIENCES-BASEL, VOLUME: 13, ISSUE: 18
INDEXED IN: Scopus WOS
Scopus WOS6
TITLE: On the Use of Kullback-Leibler Divergence for Kernel Selection and Interpretation in Variational Autoencoders for Feature Creation Full Text
AUTHORS: Mendonca, Fabio; Mostafa, Sheikh Shanawaz; Morgado Dias, Fernando; Ravelo Garcia, Antonio G.;
PUBLISHED: 2023, SOURCE: INFORMATION, VOLUME: 14, ISSUE: 10
AUTHORS: Mendonca, Fabio; Mostafa, Sheikh Shanawaz; Morgado Dias, Fernando; Ravelo Garcia, Antonio G.;
PUBLISHED: 2023, SOURCE: INFORMATION, VOLUME: 14, ISSUE: 10
INDEXED IN: WOS
WOS7
TITLE: The Potential of Machine Learning for Wind Speed and Direction Short-Term Forecasting: A Systematic Review
AUTHORS: Alves, Decio; Mendonca, Fabio; Mostafa, Sheikh Shanawaz; Morgado Dias, Fernando;
PUBLISHED: 2023, SOURCE: COMPUTERS, VOLUME: 12, ISSUE: 10
AUTHORS: Alves, Decio; Mendonca, Fabio; Mostafa, Sheikh Shanawaz; Morgado Dias, Fernando;
PUBLISHED: 2023, SOURCE: COMPUTERS, VOLUME: 12, ISSUE: 10
INDEXED IN: Scopus WOS
Scopus WOS8
TITLE: Correlated multiple sampling technique-a discrete Fourier Transform analysis aimed for CMOS image sensors Full Text
AUTHORS: Freitas, LMC; Morgado Dias, F;
PUBLISHED: 2022, SOURCE: ANALOG INTEGRATED CIRCUITS AND SIGNAL PROCESSING
AUTHORS: Freitas, LMC; Morgado Dias, F;
PUBLISHED: 2022, SOURCE: ANALOG INTEGRATED CIRCUITS AND SIGNAL PROCESSING
INDEXED IN: Scopus WOS
Scopus WOS9
TITLE: Heuristic Optimization of Deep and Shallow Classifiers: An Application for Electroencephalogram Cyclic Alternating Pattern Detection Full Text
AUTHORS: Mendonca, Fabio; Mostafa, Sheikh Shanawaz; Freitas, Diogo; Morgado Dias, Fernando; Ravelo Garcia, Antonio G.;
PUBLISHED: 2022, SOURCE: ENTROPY, VOLUME: 24, ISSUE: 5
AUTHORS: Mendonca, Fabio; Mostafa, Sheikh Shanawaz; Freitas, Diogo; Morgado Dias, Fernando; Ravelo Garcia, Antonio G.;
PUBLISHED: 2022, SOURCE: ENTROPY, VOLUME: 24, ISSUE: 5
INDEXED IN: WOS
WOS10
TITLE: Automatic detection of cyclic alternating pattern Full Text
AUTHORS: Mendonca, Fabio; Fred, Ana; Mostafa, Sheikh Shanawaz; Morgado Dias, Fernando; Ravelo Garcia, Antonio G.;
PUBLISHED: 2022, SOURCE: NEURAL COMPUTING & APPLICATIONS, VOLUME: 34, ISSUE: 13
AUTHORS: Mendonca, Fabio; Fred, Ana; Mostafa, Sheikh Shanawaz; Morgado Dias, Fernando; Ravelo Garcia, Antonio G.;
PUBLISHED: 2022, SOURCE: NEURAL COMPUTING & APPLICATIONS, VOLUME: 34, ISSUE: 13
INDEXED IN: WOS
WOS