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Luiz Henrique Antunes Rodrigues

CV Lattes ResearcherID ORCID


Universidade Estadual de Campinas (UNICAMP). Faculdade de Engenharia Agrícola (FEAGRI)  (Institutional affiliation for the last research proposal)
Birthplace: Brazil

Bachelor's at Agricultural Engineering from State University of Campinas (1984), Master's at Electric Engineering (Operations Research) from State University of Campinas (1989) and PhD at Agricultural Engineering (Decision Support Systems) from Cranfield University (1995). Since 2006, Associate Professor in Data Mining at the School of Agricultural Engineering at the State University of Campinas. I have experience in Intelligent Decision Support Systems, mainly KDD (Knowledge Discovery in Databases), Expert Systems and Fuzzy Logic. Coordinator of the Graduate Program in Agricultural Engineering at University of Campinas (Jul/2013 to Jul/2015). Winner of the "Zeferino Vaz" UNICAMP Award in 2012. Since 2015, Coordenator of a Node in Brazil for the Network BigDSSAgro, coordinated by Lleida University, Spain, under the CYTED. Group Member of an IberoAmerican Research Project (AgIoT: Agricultural Internet of Things and Data Analytics to Make Better Decisions), sponsored by CYTED (2021-2025), coordenated by Prof. Diego Dujovne (Chile). (Source: Lattes Curriculum)

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Scientific publications resulting from Research Grants and Scholarships under the grantee's responsibility (5)
(References retrieved automatically from Web of Science and SciELO through information on FAPESP grants and their corresponding numbers as mentioned in the publications by the authors)

GRAVINA DE OLIVEIRA, MONIQUE PIRES; BOCCA, FELIPE FERREIRA; ANTUNES RODRIGUES, LUIZ HENRIQUE. From spreadsheets to sugar content modeling: A data mining approach. COMPUTERS AND ELECTRONICS IN AGRICULTURE, v. 132, p. 14-20, . Web of Science Citations: 6. (12/50049-3)

BOCCA, FELIPE F.; ANTUNES RODRIGUES, LUIZ HENRIQUE. The effect of tuning, feature engineering, and feature selection in data mining applied to rainfed sugarcane yield modelling. COMPUTERS AND ELECTRONICS IN AGRICULTURE, v. 128, p. 67-76, . Web of Science Citations: 9. (12/50049-3)

LUACES, OSCAR; RODRIGUES, LUIZ HENRIQUE A.; ALVES MEIRA, CARLOS ALBERTO; BAHAMONDE, ANTONIO. Using nondeterministic learners to alert on coffee rust disease. EXPERT SYSTEMS WITH APPLICATIONS, v. 38, n. 11, p. 14276-14283, . Web of Science Citations: 11. (09/07366-5)

BOCCA, FELIPE FERREIRA; ANTUNES RODRIGUES, LUIZ HENRIQUE; MODESTO ARRAES, NILSON ANTONIO. When do I want to know and why? Different demands on sugarcane yield predictions. AGRICULTURAL SYSTEMS, v. 135, p. 48-56, . Web of Science Citations: 12. (12/50049-3)

PELOIA, PAULO R.; RODRIGUES, LUIZ H. A.. IDENTIFICATION OF COMMERCIAL BLOCKS OF OUTSTANDING PERFORMANCE OF SUGARCANE USING DATA MINING. Engenharia Agrícola, v. 36, n. 5, p. 895-901, . Web of Science Citations: 0. (12/50049-3)

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