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 | 83 | 2018 |
Towards detecting crop diseases and pest by supervised learning DC Corrales, JC Corrales, A Figueroa-Casas Ingeniería y Universidad 19 (1), 207-228, 2015 | 68 | 2015 |
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 | 48 | 2020 |
A computer vision system for automatic cherry beans detection on coffee trees JP Rodríguez, DC Corrales, JN Aubertot, JC Corrales Pattern Recognition Letters 136, 142-153, 2020 | 41 | 2020 |
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 | 38 | 2014 |
From theory to practice: A data quality framework for classification tasks DC Corrales, A Ledezma, JC Corrales Symmetry 10 (7), 248, 2018 | 37 | 2018 |
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 | 36 | 2015 |
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 | 28 | 2022 |
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 | 28 | 2020 |
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 | 26 | 2022 |
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 | 25 | 2015 |
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 | 24 | 2018 |
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 | 22 | 2016 |
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 | 18 | 2021 |
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 | 16 | 2018 |
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 | 15 | 2016 |
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 | 15 | 2014 |
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 | 13 | 2019 |
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 | 10 | 2018 |
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 | 10 | 2016 |