Isabel de los Ángeles Nepomuceno Chamorro

@article{prisma258551,

title = {A flexible framework for sepsis prediction: Standardizing data management and imputation in time series using MIMIC-III},

author = {Javier Solís-García and Jose E. Sánchez-López and Belén Vega-Márquez and Isabel A. Nepomuceno-Chamorro},

url = {https://prisma.us.es/publicacion/258551},

doi = {10.1016/j.softx.2025.102063},

year  = {2025},

date = {2025-01-01},

journal = {SoftwareX},

volume = {29},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{prisma267578,

title = {CoSTI: Consistency models for (a faster) spatio-temporal imputation},

author = {Javier Solís-García and Belén Vega-Márquez and Juan A. Nepomuceno and Isabel A. Nepomuceno-Chamorro},

url = {https://prisma.us.es/publicacion/267578},

doi = {10.1016/j.knosys.2025.114117},

year  = {2025},

date = {2025-01-01},

journal = {KNOWLEDGE-BASED SYSTEMS},

volume = {327},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{prisma263924,

title = {Synthetic Data Generation for Healthcare: Exploring Generative Adversarial Networks Variants for Medical Tabular Data},

author = {Ahmed H.A. and Nepomuceno J.A. and Vega-Márquez B. and Nepomuceno-Chamorro I.A.},

url = {https://prisma.us.es/publicacion/263924},

doi = {10.1007/s41060-025-00816-w},

year  = {2025},

date = {2025-01-01},

journal = {International Journal of Data Science and Analytics},

volume = {20},

number = {100546},

pages = {5739–5754},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{prisma243647,

title = {A comparison of time series lags and non-lags in Spanish electricity price forecasting using data science models},

author = {B Vega-Márquez and J Solís-García and IA Nepomuceno-Chamorro and C Rubio-Escudero},

url = {https://prisma.us.es/publicacion/243647},

doi = {10.1093/jigpal/jzae034},

year  = {2024},

date = {2024-01-01},

journal = {Logic Journal of the IGPL},

volume = {32},

number = {6},

pages = {1036–1047},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{10.1007/s10489-023-05124-z,

title = {Comparing artificial intelligence strategies for early sepsis detection in the ICU: an experimental study},

author = {Javier Solís-García and Belén Vega-Márquez and Juan A. Nepomuceno and José C. Riquelme-Santos and Isabel A. Nepomuceno-Chamorro},

url = {https://doi.org/10.1007/s10489-023-05124-z},

doi = {10.1007/s10489-023-05124-z},

year  = {2023},

date = {2023-01-01},

journal = {Applied Intelligence},

volume = {53},

pages = {30691-30705},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{10.1007/978-3-031-42697-1_5,

title = {Cell-Level Pathway Scoring Comparison with a Biologically Constrained Variational Autoencoder},

author = {Pelin Gundogdu and Miriam Payá-Milans and Inmaculada Alamo-Alvarez and Isabel A. Nepomuceno-Chamorro and Joaquin Dopazo and Carlos Loucera},

url = {https://doi.org/10.1007/978-3-031-42697-1_5},

doi = {10.1007/978-3-031-42697-1_5},

year  = {2023},

date = {2023-01-01},

journal = {Lecture Notes in Computer Science},

volume = {N/A},

pages = {62-77},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{10.3390/biology12040579,

title = {SigPrimedNet: A Signaling-Informed Neural Network for scRNA-seq Annotation of Known and Unknown Cell Types},

author = {Pelin Gundogdu and Inmaculada Alamo and Isabel A. Nepomuceno-Chamorro and Joaquin Dopazo and Carlos Loucera},

url = {https://doi.org/10.3390/biology12040579},

doi = {10.3390/biology12040579},

year  = {2023},

date = {2023-01-01},

journal = {Biology},

volume = {12},

pages = {579},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{isa22,

title = {Ten quick tips for biomarker discovery and validation analyses using machine learning},

author = {Ramon Diaz-Uriarte and Elisa Gómez de Lope and Rosalba Giugno and Holger Fröhlich and Petr V. Nazarov and Isabel A. Nepomuceno-Chamorro and Armin Rauschenberger and Enrico Glaab},

url = {https://doi.org/10.1371/journal.pcbi.1010357},

doi = {10.1371/journal.pcbi.1010357},

year  = {2022},

date = {2022-01-01},

journal = {PLOS Computational Biology},

volume = {18},

number = {8},

pages = {1-17},

publisher = {Public Library of Science},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{10.1007/978-3-031-07472-1_18,

title = {Updating Prediction Models for Predictive Process Monitoring},

author = {Alfonso E. Márquez-Chamorro and Isabel A. Nepomuceno-Chamorro and Manuel Resinas and Antonio Ruiz-Cortés},

url = {https://doi.org/10.1007/978-3-031-07472-1_18},

doi = {10.1007/978-3-031-07472-1_18},

year  = {2022},

date = {2022-01-01},

journal = {Lecture Notes in Computer Science},

volume = {N/A},

pages = {304-318},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{articleb,

title = {Ten quick tips for biomarker discovery and validation analyses using machine learning},

author = {Ramon Diaz-Uriarte and Elisa Gomez de Lope and Rosalba Giugno and Holger Fröhlich and Petr Nazarov and Isabel Nepomuceno-Chamorro and Armin Rauschenberger and Enrico Glaab},

doi = {10.1371/journal.pcbi.1010357},

year  = {2022},

date = {2022-01-01},

journal = {PLOS Computational Biology},

volume = {18},

pages = {e1010357},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{prisma194150,

title = {Integrating pathway knowledge with deep neural networks to reduce the dimensionality in single-cell RNA-seq data},

author = {Pelin Gundogdu and Carlos Loucera and Inmaculada Álamo-Álvarez and Joaquín Dopazo and Isabel Nepomuceno},

url = {https://prisma.us.es/publicacion/194150},

doi = {10.1186/s13040-021-00285-4},

year  = {2022},

date = {2022-01-01},

journal = {BIODATA MINING},

volume = {15},

number = {1},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{articlec,

title = {OCEAn: Ordinal Classification with an Ensemble Approach},

author = {Belén Vega and Isabel Nepomuceno-Chamorro and Cristina Rubio-Escudero and José Riquelme},

doi = {10.1016/j.ins.2021.08.081},

year  = {2021},

date = {2021-01-01},

journal = {Information Sciences},

volume = {580},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{articled,

title = {Use of Deep Learning Architectures for Day-Ahead Electricity Price Forecasting over Different Time Periods in the Spanish Electricity Market},

author = {Belén Vega and Cristina Rubio-Escudero and Isabel Nepomuceno-Chamorro and Angel Arcos-Vargas},

doi = {10.3390/app11136097},

year  = {2021},

date = {2021-01-01},

journal = {Applied Sciences},

volume = {11},

pages = {6097},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{articlem,

title = {OCEAn: Ordinal Classification with an Ensemble Approach},

author = {Belén Vega and Isabel Nepomuceno-Chamorro and Cristina Rubio-Escudero and José Riquelme},

doi = {10.1016/j.ins.2021.08.081},

year  = {2021},

date = {2021-01-01},

journal = {Information Sciences},

volume = {580},

keywords = {},

pubstate = {published},

tppubtype = {article}

}