selected publications
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article
- Pronosticos AClimateColombia: A system for the provision of information for climate risk reduction in Colombia. Computers and Electronics in Agriculture. 174:105486. 2020
- A scalable scheme to implement data-driven agriculture for small-scale farmers. GLOBAL FOOD SECURITY-AGRICULTURE POLICY ECONOMICS AND ENVIRONMENT. 23:256-266. 2019
- Wrapper for building classification models using Covering Arrays. IEEE Access. 7:148297-148312. 2019
- A Proposal to Estimate the Variable Importance Measures in Predictive Models Using Results from a Wrapper 2018
- Finding Optimal Farming Practices to Increase Crop Yield Through Global-Best Harmony Search and Predictive Models, a Data-Driven Approach. 2018
- Assessing Weather-Yield Relationships in Rice at Local Scale Using Data Mining Approaches.. PLOS ONE. 11. 2016
- From Observation to Information: Data-Driven Understanding of on Farm Yield Variation.. PLOS ONE. 11. 2016
- Enhancing Decision-Making Processes of Small Farmers in Tropical Crops by Means of Machine Learning Models 2012
- Interpretation of commercial production information: A case study of lulo (Solanum quitoense), an under-researched Andean fruit. Agricultural Systems. 104:258-270. 2011
- Agricultura específica por sitio compartiendo experiencias 2010
- Analysis of Andean blackberry (Rubus glaucus) production models obtained by means of artificial neural networks exploiting information collected by small-scale growers in Colombia and publicly available meteorological data. Computers and Electronics in Agriculture. 69:198-208. 2009
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dataset