[HTML][HTML] Support vector regression for prediction of stable isotopes and trace elements using hyperspectral imaging on coffee for origin verification

J Sim, Y Dixit, C Mcgoverin, I Oey, R Frew… - Food research …, 2023 - Elsevier
The potential of using rapid and non-destructive near-infrared–hyperspectral imaging (HSI-
NIR) for the prediction of an integrated stable isotope and multi-element dataset was …

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, 2020 - Elsevier
Abstract Recently, advances in Information Technologies (social networks, mobile
applications, Internet of Things, etc.) generate a deluge of digital data; but to convert these …

A computer vision system for automatic cherry beans detection on coffee trees

JP Rodríguez, DC Corrales, JN Aubertot… - Pattern Recognition …, 2020 - Elsevier
Coffee production estimation is an essential task for coffee farmers in terms of money
investment and planning time. In Colombia, the traditional methodology to estimate the total …

RustOnt: an ontology to explain weather favorable conditions of the coffee rust

C Suarez, D Griol, C Figueroa, JC Corrales… - Sensors, 2022 - mdpi.com
Crop disease management in smart agriculture involves applying and using new
technologies to reduce the impact of diseases on the quality of products. Coffee rust is a …

[HTML][HTML] Towards detecting crop diseases and pest by supervised learning

DC Corrales, JC Corrales… - Ingeniería y Universidad, 2015 - scielo.org.co
The climate change has caused threats to agricultural production; the extremes of
temperature and humidity, and other abiotic stresses are contributing factors to the etiology …

[HTML][HTML] A systematic review of data quality issues in knowledge discovery tasks

DC Corrales, A Ledezma, JC Corrales - … Ingenierías Universidad de …, 2016 - scielo.org.co
ABSTRACT arge volume of data is growing because the organizations are continuously
capturing the collective amount of data for better decision-making process. The most …

A multidisciplinary approach integrating emergy analysis and process modeling for agricultural systems sustainable management—Coffee farm validation

C Méndez Rodríguez, J Salazar Benítez… - Sustainability, 2022 - mdpi.com
Agricultural production operates via the existing relationships between nature and economy.
Its sustainable development requires tools that provide a broad vision of the energy flows …

Minería de datos: aportes y tendencias en el servicio de salud de ciudades inteligentes

EAO Carrascal, AIO Carrascal… - Revista …, 2015 - revistas.elpoli.edu.co
Entre las numerosas aplicaciones de la minería de datos se destacan los aportes al servicio
de salud en ciudades inteligentes. Dichas aplicaciones tienen por objetivo mejorar la …

Synthetic samples generator (SYSGEN), an approach to increase the size of incidence samples in coffee leaf rust modelling

EJ Girón, DC Corrales, MP Sesmero, JA Iglesias… - Evolving Systems, 2022 - Springer
Rust is declared as big problem for coffee farmers. Several rust attacks were occurred in
Latin American countries as Colombia, Mexico, Peru, Ecuador and Salvador. Due to …

An empirical multi-classifier for coffee rust detection in colombian crops

DC Corrales, A Figueroa, A Ledezma… - … Science and Its …, 2015 - Springer
Rust is a disease that leads to considerable losses in the worldwide coffee industry. In
Colombia, the disease was first reported in 1983 in the department of Caldas. Since then, it …