@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/artmed/MendoncaMDR21,

title = {A method based on cardiopulmonary coupling analysis for sleep quality 

 assessment with FPGA implementation},

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

year  = {2021},

date = {2021-01-01},

journal = {Artif. Intell. Medicine},

volume = {112},

pages = {102019},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/corr/abs-2112-11218,

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},

year  = {2021},

date = {2021-01-01},

journal = {CoRR},

volume = {abs/2112.11218},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{mendonca2021,

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-Garc'ia},

year  = {2021},

date = {2021-01-01},

journal = {arXiv},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/access/MostafaMRJD20,

title = {Multi-Objective Hyperparameter Optimization of Convolutional Neural 

 Network for Obstructive Sleep Apnea Detection},

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

year  = {2020},

date = {2020-01-01},

journal = {IEEE Access},

volume = {8},

pages = {129586--129599},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/access/MendoncaMDJR20,

title = {A Method for Sleep Quality Analysis Based on CNN Ensemble With Implementation 

 in a Portable Wireless Device},

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

year  = {2020},

date = {2020-01-01},

journal = {IEEE Access},

volume = {8},

pages = {158523--158537},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/bspc/MendoncaMDR20,

title = {Cyclic alternating pattern estimation based on a probabilistic model 

 over an EEG signal},

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

year  = {2020},

date = {2020-01-01},

journal = {Biomed. Signal Process. Control.},

volume = {62},

pages = {102063},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/cmpb/MendoncaMDR20,

title = {Matrix of Lags: A tool for analysis of multiple dependent time series 

 applied for CAP scoring},

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

year  = {2020},

date = {2020-01-01},

journal = {Comput. Methods Programs Biomed.},

volume = {189},

pages = {105314},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/cmpb/MostafaBRJD20,

title = {Greedy based convolutional neural network optimization for detecting 

 apnea},

author = {Sheikh Shanawaz Mostafa and Darío Baptista and Antonio G. Ravelo-García and Gabriel Juliá-Serdá and Fernando Morgado Dias},

year  = {2020},

date = {2020-01-01},

journal = {Comput. Methods Programs Biomed.},

volume = {197},

pages = {105640},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/nca/MostafaDR20,

title = {Comparison of SFS and mRMR for oximetry feature selection in obstructive 

 sleep apnea detection},

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

year  = {2020},

date = {2020-01-01},

journal = {Neural Comput. Appl.},

volume = {32},

number = {20},

pages = {15711--15731},

keywords = {},

pubstate = {published},

tppubtype = {article}

}