LUIZ HENRIQUE ANTUNES RODRIGUES (0000-0002-1756-7367)

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Biography

Agricultural Engineer with M.Sc. in Operations Research (Optimization), Ph.D. in Intelligent Decision Support Systems.
Associate Professor (Data Mining Applied to Agriculture) at the School of Agricultural Engineering, University of Campinas (UNICAMP), Campinas, SP, BRAZIL.

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Cranfield University: Cranfield, Central Bedfordshire, GB

1992-01 to 1995-09 | Ph.D. (Agricultural Engineering)

Education

LUIZ HENRIQUE ANTUNES RODRIGUES

https://orcid.org/0000-0002-1756-7367

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Biography

Activities

Education and qualifications (3)

Cranfield University: Cranfield, Central Bedfordshire, GB

Universidade Estadual de Campinas: Campinas, SP, BR

Universidade Estadual de Campinas: Campinas, SP, BR

Funding (1)

Horticultural Production Planning Based on Local Demand and Losses Forecasting

Works (33)

Tomato plants’ growth observations obtained from multiple sources in a production-like setting

Kalman Filters in crop models: old experiences in new contexts

Monitoramento de plantas em casas de vegetação para assimilação de dados

How good are the models available for estimating sugar content in sugarcane?

Identification of patterns for increasing production with decision trees in sugarcane mill data

Learning curves for the modeling of sugar cane productivity

Automatic system for follow-up of leaf area growth individualized by plants

Construction and assessment of a low cost NDVI sensor

Microenvironments in swine farrowing rooms: the thermal, lighting, and acoustic environments of sows and piglets

From spreadsheets to sugar content modeling: A data mining approach

IDENTIFICATION OF COMMERCIAL BLOCKS OF OUTSTANDING PERFORMANCE OF SUGARCANE USING DATA MINING

Representation of harmonic cycles of Modis time series for the analysis of sugarcane cultivation

The effect of tuning, feature engineering, and feature selection in data mining applied to rainfed sugarcane yield modelling

Analysis of Patterns of Pedotransfer Function Estimates: An Approach Based on Classification Trees

Assessing of the sugarcane cultivation dynamics in São Paulo state by modis data temporal profiles | Avaliação da dinâmica do cultivo da cana-de-açúcar no estado de São Paulo por meio de perfis temporais de dados modis

When do I want to know and why? Different demands on sugarcane yield predictions

Applying a Fuzzy Decision Tree Approach to Soil Classification

Using Classification Trees to Evaluate the Performance of Pedotransfer Functions

Warning models for coffee rust (Hemileia vastatrix Berkeley &amp; Broome) by data mining techniques | Modelos de predição da ferrugem do cafeeiro (Hemileia vastatrix Berkeley &amp; Broome) por técnicas de mineração de dados

Analysis of the vegetation phenology from the Alto Paraguai Basin throught the representation of harmonic cycles of EVI/MODIS time-series

Data mining techniques for identification of spectrally homogeneous areas using ndvi temporal profiles of soybean crop

The use of fuzzy decision trees for coffee rust warning in Brazilian crops

Thermal comfort fuzzy index for broiler chickens | Índice fuzzy de conforto térmico para frangos de corte

Using nondeterministic learners to alert on coffee rust disease

Analyze the soil attributes and sugarcane yield culture with the use of geostatistics and decision trees | Análise dos atributos do solo e da produtividade da cultura de cana-de-açúcar com o uso da geoestatística e árvore de decisão

Decision tree applied to hatchery databases of Hy-Line W-36

Viability of an alarm predictor for coffee rust disease using interval regression

Warning models for coffee rust control in growing areas with large fruit load | Modelos de alerta para o controle da ferrugem-do-cafeeiro em lavouras com alta carga pendente

Analysis of coffee leaf rust epidemics with decision tree | Análise da epidemia da ferrugem do cafeeiro com árvore de decisão

Data mining to estimate broiler mortality when exposed to heat wave

Estimating poultry production mortality exposed to heat wave using data mining

A decision support system for recommending land use and soil management | Sistema de suporte à decisão para recomendação de uso e manejo da terra

A decision support system for an organic farm

Warning models for coffee rust (Hemileia vastatrix Berkeley & Broome) by data mining techniques | Modelos de predição da ferrugem do cafeeiro (Hemileia vastatrix Berkeley & Broome) por técnicas de mineração de dados