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ORCIDBibTeX records: David Camilo Corrales
@article{DBLP:journals/data/ValenciaMosqueraGSFCC23,
author = {Juan Felipe Valencia{-}Mosquera and
David Griol and
Mayra Solarte{-}Montoya and
Cristhian Figueroa and
Juan Carlos Corrales and
David Camilo Corrales},
title = {A Qualitative Dataset for Coffee Bio-Aggressors Detection Based on
the Ancestral Knowledge of the Cauca Coffee Farmers in Colombia},
journal = {Data},
volume = {8},
number = {12},
pages = {186},
year = {2023},
url = {https://doi.org/10.3390/data8120186},
doi = {10.3390/DATA8120186},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/data/ValenciaMosqueraGSFCC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/softcomp/Acosta-PavasGCC23,
author = {Juan C. Acosta{-}Pavas and
David Griol and
Zoraida Callejas and
David Camilo Corrales and
Carlos Eduardo Robles{-}Rodr{\'{\i}}guez and
J{\'{e}}r{\^{o}}me Morchain and
C{\'{e}}sar Arturo Aceves{-}Lara},
editor = {Pablo Garc{\'{\i}}a Bringas and
Hilde P{\'{e}}rez Garc{\'{\i}}a and
Francisco Javier Mart{\'{\i}}nez de Pis{\'{o}}n and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Alicia Troncoso Lora and
{\'{A}}lvaro Herrero and
Jos{\'{e}} Lu{\'{\i}}s Calvo{-}Rolle and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {Fault Detection in Biological Methanation Process Using Machine Learning:
{A} Comparative Study of Different Algorithms},
booktitle = {18th International Conference on Soft Computing Models in Industrial
and Environmental Applications {(SOCO} 2023) - Salamanca, Spain, September
5-7, 2023, Proceedings, Volume 1},
series = {Lecture Notes in Networks and Systems},
volume = {749},
pages = {132--142},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-42529-5\_13},
doi = {10.1007/978-3-031-42529-5\_13},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/softcomp/Acosta-PavasGCC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cea/CorralesSRDJC22,
author = {David Camilo Corrales and
C{\'{e}}line Schoving and
H{\'{e}}l{\`{e}}ne Raynal and
Philippe P. Debaeke and
Etienne{-}Pascal Journet and
Julie Constantin},
title = {A surrogate model based on feature selection techniques and regression
learners to improve soybean yield prediction in southern France},
journal = {Comput. Electron. Agric.},
volume = {192},
pages = {106578},
year = {2022},
url = {https://doi.org/10.1016/j.compag.2021.106578},
doi = {10.1016/J.COMPAG.2021.106578},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cea/CorralesSRDJC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/evs/BuitronCSIC22,
author = {Edwar Javier Giron Buitron and
David Camilo Corrales and
Mar{\'{\i}}a Paz Sesmero and
Jos{\'{e}} Antonio Iglesias and
Juan Carlos Corrales},
title = {Synthetic samples generator (SYSGEN), an approach to increase the
size of incidence samples in coffee leaf rust modelling},
journal = {Evol. Syst.},
volume = {13},
number = {4},
pages = {625--636},
year = {2022},
url = {https://doi.org/10.1007/s12530-021-09395-0},
doi = {10.1007/S12530-021-09395-0},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/evs/BuitronCSIC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/SuarezGFCC22,
author = {Carlos Suarez and
David Griol and
Cristhian Figueroa and
Juan Carlos Corrales and
David Camilo Corrales},
title = {RustOnt: An Ontology to Explain Weather Favorable Conditions of the
Coffee Rust},
journal = {Sensors},
volume = {22},
number = {24},
pages = {9598},
year = {2022},
url = {https://doi.org/10.3390/s22249598},
doi = {10.3390/S22249598},
timestamp = {Sun, 22 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/SuarezGFCC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/CorralesLC20,
author = {David Camilo Corrales and
Agapito Ledezma and
Juan Carlos Corrales},
title = {A case-based reasoning system for recommendation of data cleaning
algorithms in classification and regression tasks},
journal = {Appl. Soft Comput.},
volume = {90},
pages = {106180},
year = {2020},
url = {https://doi.org/10.1016/j.asoc.2020.106180},
doi = {10.1016/J.ASOC.2020.106180},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/CorralesLC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cea/LassoCAFC20,
author = {Emmanuel Lasso and
David Camilo Corrales and
Jacques Avelino and
Elias de Melo Virginio Filho and
Juan Carlos Corrales},
title = {Discovering weather periods and crop properties favorable for coffee
rust incidence from feature selection approaches},
journal = {Comput. Electron. Agric.},
volume = {176},
pages = {105640},
year = {2020},
url = {https://doi.org/10.1016/j.compag.2020.105640},
doi = {10.1016/J.COMPAG.2020.105640},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cea/LassoCAFC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/RodriguezCAC20,
author = {Jhonn Pablo Rodr{\'{\i}}guez and
David Camilo Corrales and
Jean{-}No{\"{e}}l Aubertot and
Juan Carlos Corrales},
title = {A computer vision system for automatic cherry beans detection on coffee
trees},
journal = {Pattern Recognit. Lett.},
volume = {136},
pages = {142--153},
year = {2020},
url = {https://doi.org/10.1016/j.patrec.2020.05.034},
doi = {10.1016/J.PATREC.2020.05.034},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/prl/RodriguezCAC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jifs/BuitronCAIC19,
author = {Edwar Javier Giron Buitron and
David Camilo Corrales and
Jacques Avelino and
Jos{\'{e}} Antonio Iglesias and
Juan Carlos Corrales},
title = {Rule-based expert system for detection of coffee rust warnings in
colombian crops},
journal = {J. Intell. Fuzzy Syst.},
volume = {36},
number = {5},
pages = {4765--4775},
year = {2019},
url = {https://doi.org/10.3233/JIFS-179025},
doi = {10.3233/JIFS-179025},
timestamp = {Sun, 22 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jifs/BuitronCAIC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijaeis/RodriguezCC18,
author = {Jhonn Pablo Rodr{\'{\i}}guez and
David Camilo Corrales and
Juan Carlos Corrales},
title = {A Process for Increasing the Samples of Coffee Rust Through Machine
Learning Methods},
journal = {Int. J. Agric. Environ. Inf. Syst.},
volume = {9},
number = {2},
pages = {32--52},
year = {2018},
url = {https://doi.org/10.4018/IJAEIS.2018040103},
doi = {10.4018/IJAEIS.2018040103},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijaeis/RodriguezCC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jifs/CorralesLLC18,
author = {David Camilo Corrales and
Emmanuel Lasso and
Agapito Ledezma and
Juan Carlos Corrales},
title = {Feature selection for classification tasks: Expert knowledge or traditional
methods?},
journal = {J. Intell. Fuzzy Syst.},
volume = {34},
number = {5},
pages = {2825--2835},
year = {2018},
url = {https://doi.org/10.3233/JIFS-169470},
doi = {10.3233/JIFS-169470},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jifs/CorralesLLC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/symmetry/CorralesCL18,
author = {David Camilo Corrales and
Juan Carlos Corrales and
Agapito Ledezma},
title = {How to Address the Data Quality Issues in Regression Models: {A} Guided
Process for Data Cleaning},
journal = {Symmetry},
volume = {10},
number = {4},
pages = {99},
year = {2018},
url = {https://doi.org/10.3390/sym10040099},
doi = {10.3390/SYM10040099},
timestamp = {Tue, 14 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/symmetry/CorralesCL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/symmetry/CorralesLC18,
author = {David Camilo Corrales and
Agapito Ledezma and
Juan Carlos Corrales},
title = {From Theory to Practice: {A} Data Quality Framework for Classification
Tasks},
journal = {Symmetry},
volume = {10},
number = {7},
pages = {248},
year = {2018},
url = {https://doi.org/10.3390/sym10070248},
doi = {10.3390/SYM10070248},
timestamp = {Wed, 03 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/symmetry/CorralesLC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micai/GomezCLIC18,
author = {Jose Eduardo Gomez and
David Camilo Corrales and
Emmanuel Lasso and
Jos{\'{e}} Antonio Iglesias and
Juan Carlos Corrales},
editor = {Ildar Z. Batyrshin and
Mar{\'{\i}}a de Lourdes Mart{\'{\i}}nez{-}Villase{\~{n}}or and
Hiram Ered{\'{\i}}n Ponce Espinosa},
title = {Volcanic Anomalies Detection Through Recursive Density Estimation},
booktitle = {Advances in Soft Computing - 17th Mexican International Conference
on Artificial Intelligence, {MICAI} 2018, Guadalajara, Mexico, October
22-27, 2018, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11288},
pages = {299--314},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-04491-6\_23},
doi = {10.1007/978-3-030-04491-6\_23},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/micai/GomezCLIC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijbidm/CastilloCLLC17,
author = {Edwin Ferney Castillo and
David Camilo Corrales and
Emmanuel Lasso and
Agapito Ledezma and
Juan Carlos Corrales},
title = {Water quality detection based on a data mining process on the California
estuary},
journal = {Int. J. Bus. Intell. Data Min.},
volume = {12},
number = {4},
pages = {406--424},
year = {2017},
url = {https://doi.org/10.1504/IJBIDM.2017.10005017},
doi = {10.1504/IJBIDM.2017.10005017},
timestamp = {Tue, 22 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijbidm/CastilloCLLC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eais/GomezCCSLI17,
author = {Jose Eduardo Gomez and
David Camilo Corrales and
Juan Carlos Corrales and
Araceli Sanchis and
Agapito Ledezma and
Jos{\'{e}} Antonio Iglesias},
editor = {Igor Skrjanc and
Saso Blazic},
title = {Monitoring of vulcano Purac{\'{e}} through seismic signals: Description
of a real dataset},
booktitle = {2017 Evolving and Adaptive Intelligent Systems, {EAIS} 2017, Ljubljana,
Slovenia, May 31 - June 2, 2017},
pages = {1--6},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/EAIS.2017.7954838},
doi = {10.1109/EAIS.2017.7954838},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eais/GomezCCSLI17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccsa/CorralesGRLC17,
author = {David Camilo Corrales and
Germ{\'{a}}n Guti{\'{e}}rrez and
Jhonn Pablo Rodr{\'{\i}}guez and
Agapito Ledezma and
Juan Carlos Corrales},
editor = {Osvaldo Gervasi and
Beniamino Murgante and
Sanjay Misra and
Giuseppe Borruso and
Carmelo Maria Torre and
Ana Maria A. C. Rocha and
David Taniar and
Bernady O. Apduhan and
Elena N. Stankova and
Alfredo Cuzzocrea},
title = {Lack of Data: Is It Enough Estimating the Coffee Rust with Meteorological
Time Series?},
booktitle = {Computational Science and Its Applications - {ICCSA} 2017 - 17th International
Conference, Trieste, Italy, July 3-6, 2017, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {10405},
pages = {3--16},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-62395-5\_1},
doi = {10.1007/978-3-319-62395-5\_1},
timestamp = {Wed, 12 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccsa/CorralesGRLC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijaeis/CorralesFLC16,
author = {David Camilo Corrales and
Apolinar Figueroa and
Agapito Ledezma and
Juan Carlos Corrales},
title = {Two-Level Classifier Ensembles for Coffee Rust Estimation in Colombian
Crops},
journal = {Int. J. Agric. Environ. Inf. Syst.},
volume = {7},
number = {3},
pages = {41--59},
year = {2016},
url = {https://doi.org/10.4018/IJAEIS.2016070103},
doi = {10.4018/IJAEIS.2016070103},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijaeis/CorralesFLC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccsa/CastilloCLLC16,
author = {Edwin Ferney Castillo and
David Camilo Corrales and
Emmanuel Lasso and
Agapito Ledezma and
Juan Carlos Corrales},
editor = {Osvaldo Gervasi and
Beniamino Murgante and
Sanjay Misra and
Ana Maria A. C. Rocha and
Carmelo Maria Torre and
David Taniar and
Bernady O. Apduhan and
Elena N. Stankova and
Shangguang Wang},
title = {Data Processing for a Water Quality Detection System on Colombian
Rio Piedras Basin},
booktitle = {Computational Science and Its Applications - {ICCSA} 2016 - 16th International
Conference, Beijing, China, July 4-7, 2016, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {9789},
pages = {665--683},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-42089-9\_47},
doi = {10.1007/978-3-319-42089-9\_47},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccsa/CastilloCLLC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccsa/PlazasRCC16,
author = {Juli{\'{a}}n Eduardo Plazas and
Juan Sebasti{\'{a}}n Rojas and
David Camilo Corrales and
Juan Carlos Corrales},
editor = {Osvaldo Gervasi and
Beniamino Murgante and
Sanjay Misra and
Ana Maria A. C. Rocha and
Carmelo Maria Torre and
David Taniar and
Bernady O. Apduhan and
Elena N. Stankova and
Shangguang Wang},
title = {Validation of Coffee Rust Warnings Based on Complex Event Processing},
booktitle = {Computational Science and Its Applications - {ICCSA} 2016 - 16th International
Conference, Beijing, China, July 4-7, 2016, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {9789},
pages = {684--699},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-42089-9\_48},
doi = {10.1007/978-3-319-42089-9\_48},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccsa/PlazasRCC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/CorralesCSL16,
author = {David Camilo Corrales and
Juan Carlos Corrales and
Araceli Sanchis and
Agapito Ledezma},
title = {Sequential classifiers for network intrusion detection based on data
selection process},
booktitle = {2016 {IEEE} International Conference on Systems, Man, and Cybernetics,
{SMC} 2016, Budapest, Hungary, October 9-12, 2016},
pages = {1827--1832},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/SMC.2016.7844503},
doi = {10.1109/SMC.2016.7844503},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/smc/CorralesCSL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcp/CorralesLC15,
author = {David Camilo Corrales and
Agapito Ledezma and
Juan Carlos Corrales},
title = {A Conceptual Framework for Data Quality in Knowledge Discovery Tasks
{(FDQ-KDT):} {A} Proposal},
journal = {J. Comput.},
volume = {10},
number = {6},
pages = {396--405},
year = {2015},
url = {https://doi.org/10.17706/jcp.10.6.396-405},
doi = {10.17706/JCP.10.6.396-405},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcp/CorralesLC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccsa/CorralesFLC15,
author = {David Camilo Corrales and
Apolinar Figueroa and
Agapito Ledezma and
Juan Carlos Corrales},
editor = {Osvaldo Gervasi and
Beniamino Murgante and
Sanjay Misra and
Marina L. Gavrilova and
Ana Maria Alves Coutinho Rocha and
Carmelo Maria Torre and
David Taniar and
Bernady O. Apduhan},
title = {An Empirical Multi-classifier for Coffee Rust Detection in Colombian
Crops},
booktitle = {Computational Science and Its Applications - {ICCSA} 2015 - 15th International
Conference, Banff, AB, Canada, June 22-25, 2015, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {9155},
pages = {60--74},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-21404-7\_5},
doi = {10.1007/978-3-319-21404-7\_5},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccsa/CorralesFLC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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