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Ronaldo C. Prati
Ronaldo C. Prati
Outros nomesRonaldo Cristiano Prati, Ronaldo Prati
Associate Professor of Computer Science, Universidade Federal do ABC
E-mail confirmado em ufabc.edu.br - Página inicial
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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
47592004
Learning from imbalanced data sets
A Fernández, S García, M Galar, RC Prati, B Krawczyk, F Herrera
Springer 10 (2018), 2018
13972018
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
4952004
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
2262015
Evaluating classifiers using ROC curves
RC Prati, G Batista, MC Monard
Revista IEEE América Latina 6 (2), 215-222, 2008
156*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
1242011
Balancing strategies and class overlapping
GE Batista, RC Prati, MC Monard
International symposium on intelligent data analysis, 24-35, 2005
1242005
Data mining with imbalanced class distributions: concepts and methods.
RC Prati, GE Batista, MC Monard
IICAI, 359-376, 2009
1112009
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
1072020
Cost-sensitive learning
A Fernández, S García, M Galar, RC Prati, B Krawczyk, F Herrera, ...
Learning from imbalanced data sets, 63-78, 2018
1062018
Combining feature ranking algorithms through rank aggregation
RC Prati
The 2012 international joint conference on neural networks (IJCNN), 1-8, 2012
1012012
Learning with class skews and small disjuncts
RC Prati, GE Batista, MC Monard
Advances in Artificial Intelligence–SBIA 2004: 17th Brazilian Symposium on …, 2004
1012004
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
792019
ROCCER: An Algorithm for Rule Learning Based on ROC Analysis.
RC Prati, PA Flach
Ijcai, 823-828, 2005
582005
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
492016
Soil moisture forecast for smart irrigation: The primetime for machine learning
R Togneri, DF dos Santos, G Camponogara, H Nagano, G Custódio, ...
Expert Systems with Applications 207, 117653, 2022
482022
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
472022
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
392019
Pretext II: Descriçao da reestruturacao da ferramenta de pré-processamento de textos
MVB Soares, RC Prati
382008
Uma proposta de unificaçao da linguagem de representaçao de conceitos de algoritmos de aprendizado de máquina simbólicos
RC Prati, JA Baranauskas, MC Monard
362001
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