Prati
Ronaldo C. Prati
Ronaldo C. Prati
Ostala imenaRonaldo Cristiano Prati, Ronaldo Prati
Associate Professor of Computer Science, Universidade Federal do ABC
Potvrđena adresa e-pošte na ufabc.edu.br - Početna stranica
Naslov
Citirano
Citirano
Godina
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
36632004
Learning from imbalanced data sets
A Fernández, S García, M Galar, RC Prati, B Krawczyk, F Herrera
Springer 10, 978-3, 2018
8082018
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
4482004
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
1832015
Evaluating classifiers using ROC curves
RC Prati, G Batista, MC Monard
Revista IEEE América Latina 6 (2), 215-222, 2008
140*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
1122005
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
852009
Learning with class skews and small disjuncts
RC Prati, GE Batista, MC Monard
Advances in Artificial Intelligence–SBIA 2004: 17th Brazilian Symposium on …, 2004
822004
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
512018
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
452020
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
402019
PreTexT II: descrição da reestruturação da ferramenta de pré-processamento de textos.
MVB Soares, RC Prati, MC Monard
São Carlos, SP, Brasil., 2008
392008
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
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
312016
O framework de integraçao do sistema Discover
RC Prati
Universidade de São Paulo, 2003
312003
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
Sustav trenutno ne može provesti ovu radnju. Pokušajte ponovo kasnije.
Članci 1–20