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Ronaldo C. Prati
Ronaldo C. Prati
Andere namenRonaldo Cristiano Prati, Ronaldo Prati
Associate Professor of Computer Science, Universidade Federal do ABC
Geverifieerd e-mailadres voor ufabc.edu.br - Homepage
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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
35952004
Learning from imbalanced data sets
A Fernández, S García, M Galar, RC Prati, B Krawczyk, F Herrera
Springer 10, 978-3, 2018
7562018
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
4452004
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
1802015
Evaluating classifiers using ROC curves
RC Prati, G Batista, MC Monard
Revista IEEE América Latina 6 (2), 215-222, 2008
139*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
1142011
Balancing strategies and class overlapping
GE Batista, RC Prati, MC Monard
Advances in Intelligent Data Analysis VI: 6th International Symposium on …, 2005
1112005
Combining feature ranking algorithms through rank aggregation
RC Prati
The 2012 international joint conference on neural networks (IJCNN), 1-8, 2012
892012
Data mining with imbalanced class distributions: concepts and methods.
RC Prati, GE Batista, MC Monard
IICAI, 359-376, 2009
822009
Learning with class skews and small disjuncts
RC Prati, GE Batista, MC Monard
Advances in Artificial Intelligence–SBIA 2004: 17th Brazilian Symposium on …, 2004
812004
ROCCER: An Algorithm for Rule Learning Based on ROC Analysis.
RC Prati, PA Flach
Ijcai, 823-828, 2005
562005
Cost-sensitive learning
A Fernández, S García, M Galar, RC Prati, B Krawczyk, F Herrera, ...
Learning from Imbalanced Data Sets, 63-78, 2018
462018
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
422020
PreTexT II: descrição da reestruturação da ferramenta de pré-processamento de textos.
MVB Soares, RC Prati, MC Monard
São Carlos, SP, Brasil., 2008
392008
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
372019
Uma proposta de unificaçao da linguagem de representaçao de conceitos de algoritmos de aprendizado de máquina simbólicos
RC Prati, JA Baranauskas, MC Monard
362001
Extraçao de informaçoes padronizadas para a avaliaçao de regras induzidas por algoritmos de aprendizado de máquina simbólico
RC Prati, JA Baranauskas, MC Monard
342001
O framework de integraçao do sistema Discover
RC Prati
Universidade de São Paulo, 2003
312003
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
302016
A study with class imbalance and random sampling for a decision tree learning system
RC Prati, GE Batista, MC Monard
Artificial Intelligence in Theory and Practice II: IFIP 20 th World Computer …, 2008
302008
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Artikelen 1–20