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@inproceedings{DBLP:conf/iberamia/AvilesNMRTV22,
author = {H{\'{e}}ctor Avil{\'{e}}s and
Marco Negrete and
Ruben Machucho{-}Cadena and
Karelly Rivera and
David Trejo and
H{\'{e}}ctor Vargas},
editor = {Ana Cristina Bicharra Garcia and
Mariza Ferro and
Julio C{\'{e}}sar Rodr{\'{\i}}guez Rib{\'{o}}n},
title = {Probabilistic Logic Markov Decision Processes for Modeling Driving
Behaviors in Self-driving Cars},
booktitle = {Advances in Artificial Intelligence - {IBERAMIA} 2022 - 17th Ibero-American
Conference on AI, Cartagena de Indias, Colombia, November 23-25, 2022,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13788},
pages = {366--377},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-22419-5\_31},
doi = {10.1007/978-3-031-22419-5\_31},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iberamia/AvilesNMRTV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iberamia/Ayala-CucasMMPL22,
author = {Hermes Andr{\'{e}}s Ayala{-}Cucas and
Edison Alexander Mora{-}Piscal and
Dagoberto Mayorca{-}Torres and
Diego Hern{\'{a}}n Peluffo{-}Ord{\'{o}}{\~{n}}ez and
Alejandro J. Le{\'{o}}n{-}Salas},
editor = {Ana Cristina Bicharra Garcia and
Mariza Ferro and
Julio C{\'{e}}sar Rodr{\'{\i}}guez Rib{\'{o}}n},
title = {Impact of {ECG} Signal Preprocessing and Filtering on Arrhythmia Classification
Using Machine Learning Techniques},
booktitle = {Advances in Artificial Intelligence - {IBERAMIA} 2022 - 17th Ibero-American
Conference on AI, Cartagena de Indias, Colombia, November 23-25, 2022,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13788},
pages = {27--40},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-22419-5\_3},
doi = {10.1007/978-3-031-22419-5\_3},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iberamia/Ayala-CucasMMPL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iberamia/Ayala-RaggiLRSB22,
author = {Salvador Eugenio Ayala{-}Raggi and
Lu{\'{\i}}s Efra{\'{\i}}n L{\'{o}}pez{-}Garc{\'{\i}}a and
Jes{\'{u}}s Manuel Roa{-}Escalante and
Lourdes Gabriela Soid{-}Raggi and
Aldrin Barreto{-}Flores and
Jos{\'{e}} Francisco Portillo{-}Robledo},
editor = {Ana Cristina Bicharra Garcia and
Mariza Ferro and
Julio C{\'{e}}sar Rodr{\'{\i}}guez Rib{\'{o}}n},
title = {Design of E. coli Growth Simulator Using Multi-agent System},
booktitle = {Advances in Artificial Intelligence - {IBERAMIA} 2022 - 17th Ibero-American
Conference on AI, Cartagena de Indias, Colombia, November 23-25, 2022,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13788},
pages = {381--392},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-22419-5\_32},
doi = {10.1007/978-3-031-22419-5\_32},
timestamp = {Tue, 14 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iberamia/Ayala-RaggiLRSB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iberamia/BiancoRRQSHR22,
author = {Pedro Dal Bianco and
Gast{\'{o}}n R{\'{\i}}os and
Franco Ronchetti and
Facundo Manuel Quiroga and
Oscar Stanchi and
Waldo Hasperu{\'{e}} and
Alejandro Rosete},
editor = {Ana Cristina Bicharra Garcia and
Mariza Ferro and
Julio C{\'{e}}sar Rodr{\'{\i}}guez Rib{\'{o}}n},
title = {{LSA-T:} The First Continuous Argentinian Sign Language Dataset for
Sign Language Translation},
booktitle = {Advances in Artificial Intelligence - {IBERAMIA} 2022 - 17th Ibero-American
Conference on AI, Cartagena de Indias, Colombia, November 23-25, 2022,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13788},
pages = {293--304},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-22419-5\_25},
doi = {10.1007/978-3-031-22419-5\_25},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iberamia/BiancoRRQSHR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iberamia/CamachoCE22,
author = {Juan Camacho and
Juan C{\'{a}}mera and
Math{\'{\i}}as Etcheverry},
editor = {Ana Cristina Bicharra Garcia and
Mariza Ferro and
Julio C{\'{e}}sar Rodr{\'{\i}}guez Rib{\'{o}}n},
title = {Antonymy-Synonymy Discrimination in Spanish with a Parasiamese Network},
booktitle = {Advances in Artificial Intelligence - {IBERAMIA} 2022 - 17th Ibero-American
Conference on AI, Cartagena de Indias, Colombia, November 23-25, 2022,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13788},
pages = {281--292},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-22419-5\_24},
doi = {10.1007/978-3-031-22419-5\_24},
timestamp = {Mon, 09 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iberamia/CamachoCE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iberamia/CanoISTL22,
author = {Mar{\'{\i}}a Isabel Cano and
Claudia Isaza and
Angela Sucerquia and
Natalia Trujillo and
Jos{\'{e}} David L{\'{o}}pez},
editor = {Ana Cristina Bicharra Garcia and
Mariza Ferro and
Julio C{\'{e}}sar Rodr{\'{\i}}guez Rib{\'{o}}n},
title = {Markers of Exposure to the Colombian Armed Conflict: {A} Machine Learning
Approach},
booktitle = {Advances in Artificial Intelligence - {IBERAMIA} 2022 - 17th Ibero-American
Conference on AI, Cartagena de Indias, Colombia, November 23-25, 2022,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13788},
pages = {185--195},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-22419-5\_16},
doi = {10.1007/978-3-031-22419-5\_16},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iberamia/CanoISTL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iberamia/EnesNMP22,
author = {Karen Braga Enes and
Matheus Nunes and
Fabricio Murai and
Gisele L. Pappa},
editor = {Ana Cristina Bicharra Garcia and
Mariza Ferro and
Julio C{\'{e}}sar Rodr{\'{\i}}guez Rib{\'{o}}n},
title = {Evolving Node Embeddings for Dynamic Exploration of Network Topologies},
booktitle = {Advances in Artificial Intelligence - {IBERAMIA} 2022 - 17th Ibero-American
Conference on AI, Cartagena de Indias, Colombia, November 23-25, 2022,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13788},
pages = {147--159},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-22419-5\_13},
doi = {10.1007/978-3-031-22419-5\_13},
timestamp = {Mon, 09 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iberamia/EnesNMP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iberamia/FrohlichRBOZ22,
author = {William da Rosa Fr{\"{o}}hlich and
Sandro Jos{\'{e}} Rigo and
Marta Rosecler Bez and
Daiane Rocha de Oliveira and
Maurizio Zibetti},
editor = {Ana Cristina Bicharra Garcia and
Mariza Ferro and
Julio C{\'{e}}sar Rodr{\'{\i}}guez Rib{\'{o}}n},
title = {The Impact of Allostatic Load on Machine Learning Models},
booktitle = {Advances in Artificial Intelligence - {IBERAMIA} 2022 - 17th Ibero-American
Conference on AI, Cartagena de Indias, Colombia, November 23-25, 2022,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13788},
pages = {267--278},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-22419-5\_23},
doi = {10.1007/978-3-031-22419-5\_23},
timestamp = {Mon, 09 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iberamia/FrohlichRBOZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iberamia/GallegoOG22,
author = {Joseph Alejandro Gallego and
Juan F. Osorio and
Fabio A. Gonz{\'{a}}lez},
editor = {Ana Cristina Bicharra Garcia and
Mariza Ferro and
Julio C{\'{e}}sar Rodr{\'{\i}}guez Rib{\'{o}}n},
title = {Fast Kernel Density Estimation with Density Matrices and Random Fourier
Features},
booktitle = {Advances in Artificial Intelligence - {IBERAMIA} 2022 - 17th Ibero-American
Conference on AI, Cartagena de Indias, Colombia, November 23-25, 2022,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13788},
pages = {160--172},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-22419-5\_14},
doi = {10.1007/978-3-031-22419-5\_14},
timestamp = {Tue, 09 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iberamia/GallegoOG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iberamia/Garcia-RamirezM22,
author = {Jes{\'{u}}s Garc{\'{\i}}a{-}Ram{\'{\i}}rez and
Eduardo F. Morales and
Hugo Jair Escalante},
editor = {Ana Cristina Bicharra Garcia and
Mariza Ferro and
Julio C{\'{e}}sar Rodr{\'{\i}}guez Rib{\'{o}}n},
title = {Model Compression for Deep Reinforcement Learning Through Mutual Information},
booktitle = {Advances in Artificial Intelligence - {IBERAMIA} 2022 - 17th Ibero-American
Conference on AI, Cartagena de Indias, Colombia, November 23-25, 2022,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13788},
pages = {196--207},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-22419-5\_17},
doi = {10.1007/978-3-031-22419-5\_17},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iberamia/Garcia-RamirezM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iberamia/GuerreroRNDI22,
author = {Maria J. Guerrero and
Jonathan Restrepo and
Daniel Alexis Nieto{-}Mora and
Juan M. Daza and
Claudia Isaza},
editor = {Ana Cristina Bicharra Garcia and
Mariza Ferro and
Julio C{\'{e}}sar Rodr{\'{\i}}guez Rib{\'{o}}n},
title = {Insights from Deep Learning in Feature Extraction for Non-supervised
Multi-species Identification in Soundscapes},
booktitle = {Advances in Artificial Intelligence - {IBERAMIA} 2022 - 17th Ibero-American
Conference on AI, Cartagena de Indias, Colombia, November 23-25, 2022,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13788},
pages = {218--230},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-22419-5\_19},
doi = {10.1007/978-3-031-22419-5\_19},
timestamp = {Mon, 06 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iberamia/GuerreroRNDI22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iberamia/HanzlicekM22,
author = {Zdenek Hanzl{\'{\i}}cek and
Jindrich Matousek},
editor = {Ana Cristina Bicharra Garcia and
Mariza Ferro and
Julio C{\'{e}}sar Rodr{\'{\i}}guez Rib{\'{o}}n},
title = {Phonetic Speech Segmentation of Audiobooks by Using Adapted LSTM-Based
Acoustic Models},
booktitle = {Advances in Artificial Intelligence - {IBERAMIA} 2022 - 17th Ibero-American
Conference on AI, Cartagena de Indias, Colombia, November 23-25, 2022,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13788},
pages = {317--327},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-22419-5\_27},
doi = {10.1007/978-3-031-22419-5\_27},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iberamia/HanzlicekM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iberamia/HernandezMRPA22,
author = {Juan Camilo Mej{\'{\i}}a Hern{\'{a}}ndez and
Federico Guti{\'{e}}rrez Madrid and
H{\'{e}}ctor Fabio Quintero Riaza and
Carlos Alberto Romero Piedrahita and
Juan David Ram{\'{\i}}rez Alzate},
editor = {Ana Cristina Bicharra Garcia and
Mariza Ferro and
Julio C{\'{e}}sar Rodr{\'{\i}}guez Rib{\'{o}}n},
title = {A Novel Methodology for Engine Diagnosis Based on Multiscale Permutation
Entropy and Machine Learning Using Non-intrusive Data},
booktitle = {Advances in Artificial Intelligence - {IBERAMIA} 2022 - 17th Ibero-American
Conference on AI, Cartagena de Indias, Colombia, November 23-25, 2022,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13788},
pages = {173--184},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-22419-5\_15},
doi = {10.1007/978-3-031-22419-5\_15},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iberamia/HernandezMRPA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iberamia/KaizerSA22,
author = {Jonathan Vinicius Kaizer and
Rodrigo Clemente Thom de Souza and
Linnyer Beatrys Ruiz Aylon},
editor = {Ana Cristina Bicharra Garcia and
Mariza Ferro and
Julio C{\'{e}}sar Rodr{\'{\i}}guez Rib{\'{o}}n},
title = {Quantitative Models for Forecasting Demand for Perishable Products:
{A} Systematic Review},
booktitle = {Advances in Artificial Intelligence - {IBERAMIA} 2022 - 17th Ibero-American
Conference on AI, Cartagena de Indias, Colombia, November 23-25, 2022,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13788},
pages = {393--404},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-22419-5\_33},
doi = {10.1007/978-3-031-22419-5\_33},
timestamp = {Mon, 09 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iberamia/KaizerSA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iberamia/KubonMR22,
author = {David Kubon and
Frantisek Mr{\'{a}}z and
Ivan Rychtera},
editor = {Ana Cristina Bicharra Garcia and
Mariza Ferro and
Julio C{\'{e}}sar Rodr{\'{\i}}guez Rib{\'{o}}n},
title = {Learning Automata Using Dimensional Reduction},
booktitle = {Advances in Artificial Intelligence - {IBERAMIA} 2022 - 17th Ibero-American
Conference on AI, Cartagena de Indias, Colombia, November 23-25, 2022,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13788},
pages = {41--52},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-22419-5\_4},
doi = {10.1007/978-3-031-22419-5\_4},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iberamia/KubonMR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iberamia/Mejia-ZuluagaAC22,
author = {Rafael Mejia{-}Zuluaga and
Juan Carlos Aguirre{-}Arango and
Diego Collazos{-}Huertas and
Jessica Daza{-}Castillo and
N{\'{e}}stor Valencia{-}Marulanda and
Mauricio Calder{\'{o}}n{-}Marulanda and
Oscar David Aguirre{-}Ospina and
Andr{\'{e}}s {\'{A}}lvarez{-}Meza and
Germ{\'{a}}n Castellanos{-}Dom{\'{\i}}nguez},
editor = {Ana Cristina Bicharra Garcia and
Mariza Ferro and
Julio C{\'{e}}sar Rodr{\'{\i}}guez Rib{\'{o}}n},
title = {Deep Learning Semantic Segmentation of Feet Using Infrared Thermal
Images},
booktitle = {Advances in Artificial Intelligence - {IBERAMIA} 2022 - 17th Ibero-American
Conference on AI, Cartagena de Indias, Colombia, November 23-25, 2022,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13788},
pages = {342--352},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-22419-5\_29},
doi = {10.1007/978-3-031-22419-5\_29},
timestamp = {Wed, 26 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iberamia/Mejia-ZuluagaAC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iberamia/MirandaCSSASF22,
author = {P{\'{e}}ricles B. C. de Miranda and
Vitor Casadei and
Emely Puj{\'{o}}lli da Silva and
Jayne Silva and
Manoel Alves and
Marianna Severo and
Jo{\~{a}}o Paulo Freitas},
editor = {Ana Cristina Bicharra Garcia and
Mariza Ferro and
Julio C{\'{e}}sar Rodr{\'{\i}}guez Rib{\'{o}}n},
title = {TSPNet-HF: {A} Hand/Face TSPNet Method for Sign Language Translation},
booktitle = {Advances in Artificial Intelligence - {IBERAMIA} 2022 - 17th Ibero-American
Conference on AI, Cartagena de Indias, Colombia, November 23-25, 2022,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13788},
pages = {305--316},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-22419-5\_26},
doi = {10.1007/978-3-031-22419-5\_26},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iberamia/MirandaCSSASF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iberamia/MirandaRRRSDAAM22,
author = {Rui Miranda and
Vasco Ramos and
Eduarda Ribeiro and
Carla Rodrigues and
Ant{\'{o}}nio Silva and
Dalila Dur{\~{a}}es and
C{\'{e}}sar Analide and
Ant{\'{o}}nio Abelha and
Jos{\'{e}} Machado},
editor = {Ana Cristina Bicharra Garcia and
Mariza Ferro and
Julio C{\'{e}}sar Rodr{\'{\i}}guez Rib{\'{o}}n},
title = {Crowdsensing on Smart Cities: {A} Systematic Review},
booktitle = {Advances in Artificial Intelligence - {IBERAMIA} 2022 - 17th Ibero-American
Conference on AI, Cartagena de Indias, Colombia, November 23-25, 2022,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13788},
pages = {103--106},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-22419-5\_9},
doi = {10.1007/978-3-031-22419-5\_9},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iberamia/MirandaRRRSDAAM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iberamia/MontenegroPM22,
author = {Larissa Montenegro and
Hugo Peixoto and
Jos{\'{e}} Manuel F. Machado},
editor = {Ana Cristina Bicharra Garcia and
Mariza Ferro and
Julio C{\'{e}}sar Rodr{\'{\i}}guez Rib{\'{o}}n},
title = {Evaluation of Transfer Learning to Improve Arrhythmia Classification
for a Small {ECG} Database},
booktitle = {Advances in Artificial Intelligence - {IBERAMIA} 2022 - 17th Ibero-American
Conference on AI, Cartagena de Indias, Colombia, November 23-25, 2022,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13788},
pages = {231--242},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-22419-5\_20},
doi = {10.1007/978-3-031-22419-5\_20},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iberamia/MontenegroPM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iberamia/NavarroGGLFP22,
author = {Javier Navarro and
Iv{\'{a}}n Garc{\'{\i}}a{-}Magari{\~{n}}o and
Jorge J. G{\'{o}}mez{-}Sanz and
Raquel Lacuesta and
Rub{\'{e}}n Fuentes{-}Fern{\'{a}}ndez and
Juan Pav{\'{o}}n},
editor = {Ana Cristina Bicharra Garcia and
Mariza Ferro and
Julio C{\'{e}}sar Rodr{\'{\i}}guez Rib{\'{o}}n},
title = {Early Detection of Abandonment Signs in Interactive Novels with a
Randomized Forest Classifier},
booktitle = {Advances in Artificial Intelligence - {IBERAMIA} 2022 - 17th Ibero-American
Conference on AI, Cartagena de Indias, Colombia, November 23-25, 2022,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13788},
pages = {208--217},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-22419-5\_18},
doi = {10.1007/978-3-031-22419-5\_18},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iberamia/NavarroGGLFP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iberamia/OliveiraDN22,
author = {Pedro Filipe Oliveira and
M. Salom{\'{e}} Duarte and
Paulo Novais},
editor = {Ana Cristina Bicharra Garcia and
Mariza Ferro and
Julio C{\'{e}}sar Rodr{\'{\i}}guez Rib{\'{o}}n},
title = {Applying Anomaly Detection Models in Wastewater Management: {A} Case
Study of Nitrates Concentration in the Effluent},
booktitle = {Advances in Artificial Intelligence - {IBERAMIA} 2022 - 17th Ibero-American
Conference on AI, Cartagena de Indias, Colombia, November 23-25, 2022,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13788},
pages = {65--76},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-22419-5\_6},
doi = {10.1007/978-3-031-22419-5\_6},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iberamia/OliveiraDN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iberamia/OlmosGM22,
author = {Juan A. Olmos and
Juan C. Galvis and
Fabio Mart{\'{\i}}nez},
editor = {Ana Cristina Bicharra Garcia and
Mariza Ferro and
Julio C{\'{e}}sar Rodr{\'{\i}}guez Rib{\'{o}}n},
title = {Gait Patterns Coded as Riemannian Mean Covariances to Support Parkinson's
Disease Diagnosis},
booktitle = {Advances in Artificial Intelligence - {IBERAMIA} 2022 - 17th Ibero-American
Conference on AI, Cartagena de Indias, Colombia, November 23-25, 2022,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13788},
pages = {3--14},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-22419-5\_1},
doi = {10.1007/978-3-031-22419-5\_1},
timestamp = {Tue, 25 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iberamia/OlmosGM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iberamia/PaivaASAMFN22,
author = {Lucas Ferreira Paiva and
Elizabeth Regina Alfaro{-}Espinoza and
Pablo de Souza Vieira Santana and
Vinicius Martins Almeida and
Amanda Bomfim Moitinho and
Leonardo Bonato Felix and
Rodolpho V. A. Neves},
editor = {Ana Cristina Bicharra Garcia and
Mariza Ferro and
Julio C{\'{e}}sar Rodr{\'{\i}}guez Rib{\'{o}}n},
title = {Forroset: {A} Multipurpose Dataset of Brazilian Forr{\'{o}} Music},
booktitle = {Advances in Artificial Intelligence - {IBERAMIA} 2022 - 17th Ibero-American
Conference on AI, Cartagena de Indias, Colombia, November 23-25, 2022,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13788},
pages = {15--26},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-22419-5\_2},
doi = {10.1007/978-3-031-22419-5\_2},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iberamia/PaivaASAMFN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iberamia/ReyesHHRGMV22,
author = {Alberto Reyes and
Ramiro Hern{\'{a}}ndez and
Alberto Hern{\'{a}}ndez and
Leonardo Rej{\'{o}}n and
Karla Guti{\'{e}}rrez and
Ricardo Montes and
Alejandro Valverde},
editor = {Ana Cristina Bicharra Garcia and
Mariza Ferro and
Julio C{\'{e}}sar Rodr{\'{\i}}guez Rib{\'{o}}n},
title = {An AI-Based Approach for Failure Prediction in Transmission Lines
Components},
booktitle = {Advances in Artificial Intelligence - {IBERAMIA} 2022 - 17th Ibero-American
Conference on AI, Cartagena de Indias, Colombia, November 23-25, 2022,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13788},
pages = {89--100},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-22419-5\_8},
doi = {10.1007/978-3-031-22419-5\_8},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iberamia/ReyesHHRGMV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iberamia/Rojas-PerezM22,
author = {Leticia Oyuki Rojas{-}Perez and
Jos{\'{e}} Mart{\'{\i}}nez{-}Carranza},
editor = {Ana Cristina Bicharra Garcia and
Mariza Ferro and
Julio C{\'{e}}sar Rodr{\'{\i}}guez Rib{\'{o}}n},
title = {Where Are the Gates: Discovering Effective Waypoints for Autonomous
Drone Racing},
booktitle = {Advances in Artificial Intelligence - {IBERAMIA} 2022 - 17th Ibero-American
Conference on AI, Cartagena de Indias, Colombia, November 23-25, 2022,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13788},
pages = {353--365},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-22419-5\_30},
doi = {10.1007/978-3-031-22419-5\_30},
timestamp = {Mon, 09 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iberamia/Rojas-PerezM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iberamia/RomanMPP22,
author = {Ariadna C. Moreno Rom{\'{a}}n and
Mailyn Moreno{-}Espino and
Cynthia Porras and
Juan Pav{\'{o}}n},
editor = {Ana Cristina Bicharra Garcia and
Mariza Ferro and
Julio C{\'{e}}sar Rodr{\'{\i}}guez Rib{\'{o}}n},
title = {Modelling Urban Traffic Configuration with the Influence of Human
Factors},
booktitle = {Advances in Artificial Intelligence - {IBERAMIA} 2022 - 17th Ibero-American
Conference on AI, Cartagena de Indias, Colombia, November 23-25, 2022,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13788},
pages = {53--64},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-22419-5\_5},
doi = {10.1007/978-3-031-22419-5\_5},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iberamia/RomanMPP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iberamia/Serrano-PerezS22,
author = {Jonathan Serrano{-}P{\'{e}}rez and
Luis Enrique Sucar},
editor = {Ana Cristina Bicharra Garcia and
Mariza Ferro and
Julio C{\'{e}}sar Rodr{\'{\i}}guez Rib{\'{o}}n},
title = {Semi-supervised Hierarchical Classification Based on Local Information},
booktitle = {Advances in Artificial Intelligence - {IBERAMIA} 2022 - 17th Ibero-American
Conference on AI, Cartagena de Indias, Colombia, November 23-25, 2022,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13788},
pages = {255--266},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-22419-5\_22},
doi = {10.1007/978-3-031-22419-5\_22},
timestamp = {Mon, 09 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iberamia/Serrano-PerezS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iberamia/SilvaGS22,
author = {Fernando Cardoso Durier da Silva and
Ana Cristina Bicharra Garcia and
Sean Wolfgand Matsui Siqueira},
editor = {Ana Cristina Bicharra Garcia and
Mariza Ferro and
Julio C{\'{e}}sar Rodr{\'{\i}}guez Rib{\'{o}}n},
title = {Sentiment Gradient, An Enhancement to the Truth, Lies and Sarcasm
Detection},
booktitle = {Advances in Artificial Intelligence - {IBERAMIA} 2022 - 17th Ibero-American
Conference on AI, Cartagena de Indias, Colombia, November 23-25, 2022,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13788},
pages = {107--118},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-22419-5\_10},
doi = {10.1007/978-3-031-22419-5\_10},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iberamia/SilvaGS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iberamia/TabaresO22,
author = {Fernando Mart{\'{\i}}nez Tabares and
Mauricio Orozco{-}Alzate},
editor = {Ana Cristina Bicharra Garcia and
Mariza Ferro and
Julio C{\'{e}}sar Rodr{\'{\i}}guez Rib{\'{o}}n},
title = {Selection of Acoustic Features for the Discrimination Between Highly
and Moderately Transformed Colombian Soundscapes},
booktitle = {Advances in Artificial Intelligence - {IBERAMIA} 2022 - 17th Ibero-American
Conference on AI, Cartagena de Indias, Colombia, November 23-25, 2022,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13788},
pages = {121--132},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-22419-5\_11},
doi = {10.1007/978-3-031-22419-5\_11},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iberamia/TabaresO22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iberamia/Vazquez22,
author = {Hern{\'{a}}n Ceferino V{\'{a}}zquez},
editor = {Ana Cristina Bicharra Garcia and
Mariza Ferro and
Julio C{\'{e}}sar Rodr{\'{\i}}guez Rib{\'{o}}n},
title = {A General Recipe for Automated Machine Learning in Practice},
booktitle = {Advances in Artificial Intelligence - {IBERAMIA} 2022 - 17th Ibero-American
Conference on AI, Cartagena de Indias, Colombia, November 23-25, 2022,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13788},
pages = {243--254},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-22419-5\_21},
doi = {10.1007/978-3-031-22419-5\_21},
timestamp = {Mon, 09 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iberamia/Vazquez22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iberamia/WolffLMP22,
author = {Taco de Wolff and
Hugo Carrillo Lincopi and
Luis Mart{\'{\i}} and
Nayat S{\'{a}}nchez{-}Pi},
editor = {Ana Cristina Bicharra Garcia and
Mariza Ferro and
Julio C{\'{e}}sar Rodr{\'{\i}}guez Rib{\'{o}}n},
title = {Optimal Architecture Discovery for Physics-Informed Neural Networks},
booktitle = {Advances in Artificial Intelligence - {IBERAMIA} 2022 - 17th Ibero-American
Conference on AI, Cartagena de Indias, Colombia, November 23-25, 2022,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13788},
pages = {77--88},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-22419-5\_7},
doi = {10.1007/978-3-031-22419-5\_7},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iberamia/WolffLMP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iberamia/YokoyamaFS22,
author = {Andr{\'{e}} M. Yokoyama and
Mariza Ferro and
Bruno Schulze},
editor = {Ana Cristina Bicharra Garcia and
Mariza Ferro and
Julio C{\'{e}}sar Rodr{\'{\i}}guez Rib{\'{o}}n},
title = {A Multi-objective Hyperparameter Optimization for Machine Learning
Using Genetic Algorithms: {A} Green {AI} Centric Approach},
booktitle = {Advances in Artificial Intelligence - {IBERAMIA} 2022 - 17th Ibero-American
Conference on AI, Cartagena de Indias, Colombia, November 23-25, 2022,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13788},
pages = {133--144},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-22419-5\_12},
doi = {10.1007/978-3-031-22419-5\_12},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iberamia/YokoyamaFS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iberamia/ZavalaM22,
author = {Jos{\'{e}} G. Nava Zavala and
Jos{\'{e}} Mart{\'{\i}}nez{-}Carranza},
editor = {Ana Cristina Bicharra Garcia and
Mariza Ferro and
Julio C{\'{e}}sar Rodr{\'{\i}}guez Rib{\'{o}}n},
title = {Depth Estimation from a Single Image Using Line Segments only},
booktitle = {Advances in Artificial Intelligence - {IBERAMIA} 2022 - 17th Ibero-American
Conference on AI, Cartagena de Indias, Colombia, November 23-25, 2022,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13788},
pages = {331--341},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-22419-5\_28},
doi = {10.1007/978-3-031-22419-5\_28},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iberamia/ZavalaM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/iberamia/2022,
editor = {Ana Cristina Bicharra Garcia and
Mariza Ferro and
Julio C{\'{e}}sar Rodr{\'{\i}}guez Rib{\'{o}}n},
title = {Advances in Artificial Intelligence - {IBERAMIA} 2022 - 17th Ibero-American
Conference on AI, Cartagena de Indias, Colombia, November 23-25, 2022,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13788},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-22419-5},
doi = {10.1007/978-3-031-22419-5},
isbn = {978-3-031-22418-8},
timestamp = {Mon, 13 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iberamia/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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