Concepedia
Statistics
Publications
29
Citations
5.3K
H-Index
18
Active since
2004
Affiliations
Universidade Federal do ABC(Current)
Universidade de São Paulo
Brazilian Society of Computational and Applied Mathematics
Universidad de Granada
Fundação Getulio Vargas
Ronaldo C. Prati is an author at Universidade Federal do ABC specializing in machine learning, computing, and computer science.
Publications per year
2004–2024
A study of the behavior of several methods for balancing machine learning training data
Gustavo E. A. P. A. Batista, Ronaldo C. Prati, Maria Carolina Monard · ACM SIGKDD Explorations Newsletter · 2004 · 4.1K citations
Computing, Computer Science, Data Mining +10
Class imbalance revisited: a new experimental setup to assess the performance of treatment methods
Ronaldo C. Prati, Gustavo E. A. P. A. Batista, Diego Furtado Silva · Knowledge and Information Systems · 2014 · 181 citations · Full text
Public Health, Biostatistics, Data Science +7
Machine Learning Prediction of Nine Molecular Properties Based on the SMILES Representation of the QM9 Quantum-Chemistry Dataset
Gabriel A. Pinheiro, Johnatan Mucelini, Marinalva Dias Soares et al. · The Journal of Physical Chemistry A · 2020 · 124 citations
Natural Sciences, Chemistry, Physics +17
A Survey on Graphical Methods for Classification Predictive Performance Evaluation
Ronaldo C. Prati, Gustavo Batista, Maria Carolina Monard · IEEE Transactions on Knowledge and Data Engineering · 2011 · 107 citations · Full text
Computing, Computer Science, Data Mining +12
Soil moisture forecast for smart irrigation: The primetime for machine learning
Rodrigo Togneri, Diego Felipe dos Santos, Glauber Camponogara et al. · Expert Systems with Applications · 2022 · 96 citations
Engineering, Agricultural Engineering, Hydrology +16
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