@article{mendoncca2023phase,

title = {A-phase index: an alternative view for sleep stability analysis based on automatic detection of the A-phases from the cyclic alternating pattern},

author = {Fábio Mendonça and Sheikh Shanawaz Mostafa and Ankit Gupta and Erna Sif Arnardottir and Timo Leppänen and Fernando Morgado-Dias and Antonio G Ravelo-García},

year  = {2023},

date = {2023-01-01},

journal = {Sleep},

volume = {46},

number = {1},

pages = {zsac217},

publisher = {Oxford University Press US},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{gupta2023visual,

title = {Visual Explanations of Deep Learning Architectures in Predicting Cyclic Alternating Patterns Using Wavelet Transforms},

author = {Ankit Gupta and Fábio Mendonça and Sheikh Shanawaz Mostafa and Antonio G Ravelo-García and Fernando Morgado-Dias},

year  = {2023},

date = {2023-01-01},

journal = {Electronics},

volume = {12},

number = {13},

pages = {2954},

publisher = {MDPI},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{alves2023automated,

title = {Automated Aviation Wind Nowcasting: Exploring Feature-Based Machine Learning Methods},

author = {Décio Alves and Fábio Mendonça and Sheikh Shanawaz Mostafa and Fernando Morgado-Dias},

year  = {2023},

date = {2023-01-01},

journal = {Applied Sciences},

volume = {13},

number = {18},

pages = {10221},

publisher = {MDPI},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{alves2023potential,

title = {The Potential of Machine Learning for Wind Speed and Direction Short-Term Forecasting: A Systematic Review},

author = {Décio Alves and Fábio Mendonça and Sheikh Shanawaz Mostafa and Fernando Morgado-Dias},

year  = {2023},

date = {2023-01-01},

journal = {Computers},

volume = {12},

number = {10},

pages = {206},

publisher = {MDPI},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/sensors/BaglatHMGMD23,

title = {Non-Destructive Banana Ripeness Detection Using Shallow and Deep Learning: 

 A Systematic Review},

author = {Preety Baglat and Ahatsham Hayat and Fábio Mendonça and Ankit Gupta and Sheikh Shanawaz Mostafa and Fernando Morgado Dias},

year  = {2023},

date = {2023-01-01},

journal = {Sensors},

volume = {23},

number = {2},

pages = {738},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{mendonca20221,

title = {Heuristic Optimization of Deep and Shallow Classifiers: An Application for Electroencephalogram Cyclic Alternating Pattern Detection},

author = {Fábio Mendonça and Sheikh Shanawaz Mostafa and Diogo Freitas and Fernando Morgado-Dias and Antonio G. Ravelo-García},

doi = {10.3390/e24050688},

year  = {2022},

date = {2022-01-01},

journal = {Entropy},

volume = {24},

number = {5},

pages = {688},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{mendonca20222,

title = {Multiple Time Series Fusion Based on LSTM: An Application to CAP A Phase Classification Using EEG},

author = {Fábio Mendonça and Sheikh Shanawaz Mostafa and Diogo Freitas and Fernando Morgado-Dias and Antonio G. Ravelo-García},

doi = {10.3390/ijerph191710892},

year  = {2022},

date = {2022-01-01},

journal = {International Journal of Environmental Research and Public Health},

volume = {19},

number = {17},

pages = {688},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/cmpb/GuptaRD22,

title = {Availability and performance of face based non-contact methods for 

 heart rate and oxygen saturation estimations: A systematic review},

author = {Ankit Gupta and Antonio G. Ravelo-García and Fernando Morgado Dias},

year  = {2022},

date = {2022-01-01},

journal = {Comput. Methods Programs Biomed.},

volume = {219},

pages = {106771},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/entropy/MendoncaMFDR22,

title = {Heuristic Optimization of Deep and Shallow Classifiers: An Application 

 for Electroencephalogram Cyclic Alternating Pattern Detection},

author = {Fábio Mendonça and Sheikh Shanawaz Mostafa and Diogo Freitas and Fernando Morgado Dias and Antonio G. Ravelo-García},

year  = {2022},

date = {2022-01-01},

journal = {Entropy},

volume = {24},

number = {5},

pages = {688},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/information/HayatDBT22,

title = {Human Activity Recognition for Elderly People Using Machine and Deep 

 Learning Approaches},

author = {Ahatsham Hayat and Fernando Morgado Dias and Bikram Pratim Bhuyan and Ravi Tomar},

year  = {2022},

date = {2022-01-01},

journal = {Inf.},

volume = {13},

number = {6},

pages = {275},

keywords = {},

pubstate = {published},

tppubtype = {article}

}