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David Camilo Corrales
David Camilo Corrales
TWB - INRAe
Dirección de correo verificada de inrae.fr - Página principal
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Año
How to address the data quality issues in regression models: A guided process for data cleaning
DC Corrales, JC Corrales, A Ledezma
Symmetry 10 (4), 99, 2018
752018
Towards detecting crop diseases and pest by supervised learning
DC Corrales, JC Corrales, A Figueroa-Casas
Ingeniería y Universidad 19 (1), 207-228, 2015
642015
A case-based reasoning system for recommendation of data cleaning algorithms in classification and regression tasks
DC Corrales, A Ledezma, JC Corrales
Applied soft computing 90, 106180, 2020
422020
A conceptual framework for data quality in knowledge discovery tasks (FDQ-KDT): A Proposal.
DC Corrales, A Ledezma, JC Corrales
J. Comput. 10 (6), 396-405, 2015
382015
A new dataset for coffee rust detection in Colombian crops base on classifiers
DC Corrales, A Ledezma, AJ Peña, J Hoyos, A Figueroa, JC Corrales
Sistemas & Telemática 12 (29), 9-23, 2014
382014
A computer vision system for automatic cherry beans detection on coffee trees
JP Rodríguez, DC Corrales, JN Aubertot, JC Corrales
Pattern Recognition Letters, 2020
372020
From theory to practice: A data quality framework for classification tasks
DC Corrales, A Ledezma, JC Corrales
Symmetry 10 (7), 248, 2018
302018
An Empirical Multi-classifier for Coffee Rust Detection in Colombian Crops
DC Corrales, A Figueroa, A Ledezma, JC Corrales
Computational Science and Its Applications -- ICCSA 2015; 15th International …, 2015
262015
Feature selection for classification tasks: Expert knowledge or traditional methods?
DC Corrales, E Lasso, A Ledezma, JC Corrales
Journal of Intelligent & Fuzzy Systems 34 (5), 2825-2835, 2018
252018
Discovering weather periods and crop properties favorable for coffee rust incidence from feature selection approaches
E Lasso, DC Corrales, J Avelino, E de Melo Virginio Filho, JC Corrales
Computers and Electronics in Agriculture 176, 105640, 2020
242020
A surrogate model based on feature selection techniques and regression learners to improve soybean yield prediction in southern France
DC Corrales, C Schoving, H Raynal, P Debaeke, EP Journet, ...
Computers and Electronics in Agriculture 192, 106578, 2022
222022
Two-level classifier ensembles for coffee rust estimation in Colombian crops
DC Corrales, AF Casas, A Ledezma, JC Corrales
International Journal of Agricultural and Environmental Information Systems …, 2016
222016
Biological seed treatments promote crop establishment and yield: a global meta-analysis
JR Lamichhane, DC Corrales, E Soltani
Agronomy for Sustainable Development 42 (3), 45, 2022
202022
A systematic review of data quality issues in knowledge discovery tasks
DC Corrales, A Ledezma, JC Corrales
Revista Ingenierías Universidad de Medellín 15 (28), 125-150, 2016
182016
Early warning system for coffee rust disease based on error correcting output codes: a proposal
DC Corrales, AJ Peña Q, C León, A Figueroa, JC Corrales
Revista Ingenierías Universidad de Medellín 13 (25), 57-64, 2014
152014
A cloud-based platform for decision making support in Colombian agriculture: a study case in coffee rust
E Lasso, O Valencia, DC Corrales, ID López, A Figueroa, JC Corrales
Advances in Information and Communication Technologies for Adapting …, 2018
142018
Challenges with managing disease complexes during application of different measures against foliar diseases of field pea
MJ Barbetti, TN Khan, I Pritchard, JR Lamichhane, JN Aubertot, ...
Plant Disease 105 (3), 616-627, 2021
132021
Rule-based expert system for detection of coffee rust warnings in colombian crops
EJG Buitrón, DC Corrales, J Avelino, JA Iglesias, JC Corrales
Journal of Intelligent & Fuzzy Systems 36 (5), 4765-4775, 2019
122019
Sequential classifiers for network intrusion detection based on data selection process
DC Corrales, JC Corrales, A Sanchis, A Ledezma
2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2016
112016
A guideline for building large coffee rust samples applying machine learning methods
JP Rodríguez, EJ Girón, DC Corrales, JC Corrales
Advances in Information and Communication Technologies for Adapting …, 2018
92018
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