Ronaldo C. Prati
Ronaldo C. Prati
Other namesRonaldo Cristiano Prati, Ronaldo Prati
Associate Professor of Computer Science, Universidade Federal do ABC
Verified email at - Homepage
Cited by
Cited by
A study of the behavior of several methods for balancing machine learning training data
GE Batista, RC Prati, MC Monard
ACM SIGKDD explorations newsletter 6 (1), 20-29, 2004
Learning from imbalanced data sets
A Fernández, S García, M Galar, RC Prati, B Krawczyk, F Herrera
Springer 10 (2018), 2018
Class Imbalances versus Class Overlapping: An Analysis of a Learning System Behavior
RC Prati, GE Batista, MC Monard
MICAI 2004: Advances in Artificial Intelligence: Third Mexican International …, 2004
Class imbalance revisited: a new experimental setup to assess the performance of treatment methods
RC Prati, GE Batista, DF Silva
Knowledge and Information Systems 45, 247-270, 2015
Evaluating classifiers using ROC curves
RC Prati, G Batista, MC Monard
Revista IEEE América Latina 6 (2), 215-222, 2008
A survey on graphical methods for classification predictive performance evaluation
RC Prati, GE Batista, MC Monard
IEEE Transactions on Knowledge and Data Engineering 23 (11), 1601-1618, 2011
Balancing strategies and class overlapping
GE Batista, RC Prati, MC Monard
International symposium on intelligent data analysis, 24-35, 2005
Data mining with imbalanced class distributions: concepts and methods.
RC Prati, GE Batista, MC Monard
IICAI, 359-376, 2009
Combining feature ranking algorithms through rank aggregation
RC Prati
The 2012 international joint conference on neural networks (IJCNN), 1-8, 2012
Learning with class skews and small disjuncts
RC Prati, GE Batista, MC Monard
Advances in Artificial Intelligence–SBIA 2004: 17th Brazilian Symposium on …, 2004
Cost-sensitive learning
A Fernández, S García, M Galar, RC Prati, B Krawczyk, F Herrera, ...
Learning from imbalanced data sets, 63-78, 2018
Machine learning prediction of nine molecular properties based on the SMILES representation of the QM9 quantum-chemistry dataset
GA Pinheiro, J Mucelini, MD Soares, RC Prati, JLF Da Silva, MG Quiles
The Journal of Physical Chemistry A 124 (47), 9854-9866, 2020
Advancing IoT-based smart irrigation
R Togneri, C Kamienski, R Dantas, R Prati, A Toscano, JP Soininen, ...
IEEE Internet of Things Magazine 2 (4), 20-25, 2019
ROCCER: An Algorithm for Rule Learning Based on ROC Analysis.
RC Prati, PA Flach
Ijcai, 823-828, 2005
Data reduction based on machine learning algorithms for fog computing in IoT smart agriculture
FMR Junior, RAC Bianchi, RC Prati, K Kolehmainen, JP Soininen, ...
Biosystems Engineering 223, 142-158, 2022
The comprehension of figurative language: What is the influence of irony and sarcasm on NLP techniques?
L Weitzel, RC Prati, RF Aguiar
Sentiment Analysis and Ontology Engineering: An Environment of Computational …, 2016
Pretext II: Descriçao da reestruturacao da ferramenta de pré-processamento de textos
MVB Soares, RC Prati
Emerging topics and challenges of learning from noisy data in nonstandard classification: a survey beyond binary class noise
RC Prati, J Luengo, F Herrera
Knowledge and Information Systems 60, 63-97, 2019
Uma proposta de unificaçao da linguagem de representaçao de conceitos de algoritmos de aprendizado de máquina simbólicos
RC Prati, JA Baranauskas, MC Monard
Extraçao de informaçoes padronizadas para a avaliaçao de regras induzidas por algoritmos de aprendizado de máquina simbólico
RC Prati, JA Baranauskas, MC Monard
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