עקוב אחר
Ronaldo C. Prati
Ronaldo C. Prati
עוד שמותRonaldo Cristiano Prati, Ronaldo Prati
Associate Professor of Computer Science, Universidade Federal do ABC
כתובת אימייל מאומתת בדומיין ufabc.edu.br - דף הבית
כותרת
צוטט על ידי
צוטט על ידי
שנה
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
49122004
Learning from imbalanced data sets‏
A Fernández, S García, M Galar, RC Prati, B Krawczyk, F Herrera‏
Springer 10 (2018), 2018‏
14792018
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
4972004
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
2242015
Evaluating classifiers using ROC curves‏
RC Prati, G Batista, MC Monard‏
Revista IEEE América Latina 6 (2), 215-222, 2008‏
163*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
1262011
Balancing strategies and class overlapping‏
GE Batista, RC Prati, MC Monard‏
International symposium on intelligent data analysis, 24-35, 2005‏
1232005
Cost-sensitive learning‏
A Fernández, S García, M Galar, RC Prati, B Krawczyk, F Herrera, ...‏
Learning from imbalanced data sets, 63-78, 2018‏
1202018
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
1192020
Data mining with imbalanced class distributions: concepts and methods.‏
RC Prati, GE Batista, MC Monard‏
IICAI, 359-376, 2009‏
1112009
Learning with class skews and small disjuncts‏
RC Prati, GE Batista, MC Monard‏
Advances in Artificial Intelligence–SBIA 2004: 17th Brazilian Symposium on …, 2004‏
1022004
Combining feature ranking algorithms through rank aggregation‏
RC Prati‏
The 2012 international joint conference on neural networks (IJCNN), 1-8, 2012‏
992012
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
612005
Soil moisture forecast for smart irrigation: The primetime for machine learning‏
R Togneri, DF Dos Santos, G Camponogara, H Nagano, G Custodio, ...‏
Expert Systems with Applications 207, 117653, 2022‏
572022
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
502016
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
492022
Learning from imbalanced data sets‏
ALF Hilario, SG López, MG Idoate, RC Prati, B Krawczyk, FH Triguero‏
Springer, 2018‏
432018
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
412019
Pretext II: Descriçao da reestruturacao da ferramenta de pré-processamento de textos‏
MVB Soares, RC Prati‏
392008
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מאמרים 1–20