@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{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/nca/MendoncaFMDR22,

title = {Automatic detection of cyclic alternating pattern},

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

year  = {2022},

date = {2022-01-01},

journal = {Neural Comput. Appl.},

volume = {34},

number = {13},

pages = {11097--11107},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/corr/abs-2209-01611,

title = {ProBoost: a Boosting Method for Probabilistic Classifiers},

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

year  = {2022},

date = {2022-01-01},

journal = {CoRR},

volume = {abs/2209.01611},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/corr/abs-2209-04715,

title = {Variational Autoencoder Kernel Interpretation and Selection for Classification},

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

year  = {2022},

date = {2022-01-01},

journal = {CoRR},

volume = {abs/2209.04715},

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/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/nca/MostafaMJDR20,

title = {SC3: self-configuring classifier combination for obstructive sleep 

 apnea},

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

year  = {2020},

date = {2020-01-01},

journal = {Neural Comput. Appl.},

volume = {32},

number = {24},

pages = {17825--17841},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/sensors/MendoncaMDR20,

title = {An Oximetry Based Wireless Device for Sleep Apnea Detection},

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

year  = {2020},

date = {2020-01-01},

journal = {Sensors},

volume = {20},

number = {3},

pages = {888},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/access/MendoncaMDRP19,

title = {A Review of Approaches for Sleep Quality Analysis},

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

year  = {2019},

date = {2019-01-01},

journal = {IEEE Access},

volume = {7},

pages = {24527--24546},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/entropy/MendoncaMDR19,

title = {A Portable Wireless Device for Cyclic Alternating Pattern Estimation 

 from an EEG Monopolar Derivation},

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

year  = {2019},

date = {2019-01-01},

journal = {Entropy},

volume = {21},

number = {12},

pages = {1203},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/sensors/MostafaMRD19,

title = {A Systematic Review of Detecting Sleep Apnea Using Deep Learning},

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

year  = {2019},

date = {2019-01-01},

journal = {Sensors},

volume = {19},

number = {22},

pages = {4934},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/titb/MendoncaMRDP19,

title = {A Review of Obstructive Sleep Apnea Detection Approaches},

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

year  = {2019},

date = {2019-01-01},

journal = {IEEE J. Biomed. Health Informatics},

volume = {23},

number = {2},

pages = {825--837},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/computing/MendoncaMDNJR18,

title = {A portable wireless device based on oximetry for sleep apnea detection},

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

year  = {2018},

date = {2018-01-01},

journal = {Computing},

volume = {100},

number = {11},

pages = {1203--1219},

keywords = {},

pubstate = {published},

tppubtype = {article}

}