Ronaldo C. Prati

46 papers A* 1B 5C 4Misc 1Journal 20Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
Artificial Intelligence for Interoperability (AIFI) - FGCS Editorial summary.
Future Gener. Comput. Syst.
Luca Sciullo, Ivan D. Zyrianoff, Ronaldo C. Prati, Lionel Médini
2025 — conf
Information Retrieval and In-Context Learning for Low-Resource Named Entity Recognition.
BRACIS (2)
Enzo Shiraishi, Raphael Y. de Camargo, Henrique L. P. Silva, Ronaldo C. Prati
2025 J jnl
Optimizing IoT Threat Detection with Kolmogorov-Arnold Networks (KANs).
CoRR
Natalia Emelianova, Carlos Kamienski, Ronaldo C. Prati
2024 — conf
Enhancing Low-Cost Molecular Property Prediction with Contrastive Learning on SMILES Representations.
ICCSA (Workshops 9)
Marcos G. Quiles, Piero A. L. Ribeiro, Gabriel A. Pinheiro, Ronaldo C. Prati, Juarez L. F. Da Silva
2024 J jnl
Retrieval-Enhanced Named Entity Recognition.
CoRR
Enzo Shiraishi, Raphael Y. de Camargo, Henrique L. P. Silva, Ronaldo C. Prati
2024 J jnl
The Impact of Interdisciplinary, Gender and Geographic Distributions on the Citation Patterns of the Journal of Chemical Information and Modeling.
J. Chem. Inf. Model.
Ronaldo C. Prati, Bruno S. M. Rodrigues, Iberis Aragão, Thereza A. Soares, Marcos G. Quiles, Juarez L. F. Da Silva
2023 J jnl
Data-driven water need estimation for IoT-based smart irrigation: A survey.
Expert Syst. Appl.
Rodrigo Marotti Togneri, Ronaldo C. Prati, Hitoshi Nagano, Carlos Kamienski
2023 J jnl
Effect of Flattened Structures of Molecules and Materials on Machine Learning Model Training.
J. Chem. Inf. Model.
Luis Cesar de Azevedo, Ronaldo C. Prati
2022 J jnl
IoTracker: A probabilistic event tracking approach for data-intensive IoT Smart Applications.
Internet Things
Gabriela Oliveira Biondi, Ronaldo C. Prati, Fabrizio F. Borelli, Dener Ottolini, Nelson Gonçalves de Oliveira, Carlos Kamienski
2022 J jnl
Soil moisture forecast for smart irrigation: The primetime for machine learning.
Expert Syst. Appl.
Rodrigo Marotti Togneri, Diego Felipe dos Santos, Glauber Camponogara, Hitoshi Nagano, Gilliard Custódio, Ronaldo C. Prati, Stenio Fernandes, Carlos Kamienski
2021 J jnl
Correlation-Based Framework for Extraction of Insights from Quantum Chemistry Databases: Applications for Nanoclusters.
J. Chem. Inf. Model.
Johnatan Mucelini, Marcos G. Quiles, Ronaldo C. Prati, Juarez L. F. Da Silva
2021 J jnl
Multiple instance classification: Bag noise filtering for negative instance noise cleaning.
Inf. Sci.
Julián Luengo, Dánel Sánchez Tarragó, Ronaldo C. Prati, Francisco Herrera
2021 J jnl
Systematic Investigation of Error Distribution in Machine Learning Algorithms Applied to the Quantum-Chemistry QM9 Data Set Using the Bias and Variance Decomposition.
J. Chem. Inf. Model.
Luis Cesar de Azevedo, Gabriel A. Pinheiro, Marcos G. Quiles, Juarez L. F. Da Silva, Ronaldo C. Prati
2020 J jnl
DTO-SMOTE: Delaunay Tessellation Oversampling for Imbalanced Data Sets.
Inf.
Alexandre Miguel de Carvalho, Ronaldo C. Prati
2020 — ed.
Intelligent Systems - 9th Brazilian Conference, BRACIS 2020, Rio Grande, Brazil, October 20-23, 2020, Proceedings, Part I
BRACIS (1)
Ricardo Cerri, Ronaldo C. Prati
2020 — ed.
Intelligent Systems - 9th Brazilian Conference, BRACIS 2020, Rio Grande, Brazil, October 20-23, 2020, Proceedings, Part II
BRACIS (2)
Ricardo Cerri, Ronaldo C. Prati
2020 J jnl
Irony detection in Twitter with imbalanced class distributions.
J. Intell. Fuzzy Syst.
Delia Irazú Hernández Farías, Ronaldo C. Prati, Francisco Herrera, Paolo Rosso
2019 J jnl
Advancing IoT-Based Smart Irrigation.
IEEE Internet Things Mag.
Rodrigo Marotti Togneri, Carlos Kamienski, Ramide Dantas, Ronaldo C. Prati, Attilio Toscano, Juha-Pekka Soininen, Tullio Salmon Cinotti
2019 J jnl
Emerging topics and challenges of learning from noisy data in nonstandard classification: a survey beyond binary class noise.
Knowl. Inf. Syst.
Ronaldo C. Prati, Julián Luengo, Francisco Herrera
2019 — conf
End-to-End Security in the IoT Computing Continuum: Perspectives in the SWAMP Project.
LADC
João H. Kleinschmidt, Carlos Kamienski, Ronaldo C. Prati, Kari Kolehmainen, Cristiano Aguzzi
2018 — conf
A First Study on the Use of Noise Filtering to Clean the Bags in Multi-Instance Classification.
LOPAL
Julián Luengo, Dánel Sánchez Tarragó, Ronaldo C. Prati, Francisco Herrera
2018 — book
Learning from Imbalanced Data Sets
Alberto Fernández, Salvador García, Mikel Galar, Ronaldo C. Prati, Bartosz Krawczyk, Francisco Herrera
2017 B conf
A first approach towards a fuzzy decision tree for multilabel classification.
FUZZ-IEEE
Ronaldo C. Prati, Francisco Charte, Francisco Herrera
2015 J jnl
Class imbalance revisited: a new experimental setup to assess the performance of treatment methods.
Knowl. Inf. Syst.
Ronaldo C. Prati, Gustavo E. A. P. A. Batista, Diego Furtado Silva
2015 B conf
Fuzzy rule classifiers for multi-label classification.
FUZZ-IEEE
Ronaldo C. Prati
2015 Misc conf
How Does Irony Affect Sentiment Analysis Tools?
EPIA
Leila Weitzel, Raul A. Freire, Paulo Quaresma, Teresa Gonçalves, Ronaldo C. Prati
2013 — conf
Complex Network Measures for Data Set Characterization.
BRACIS
Gleison Morais, Ronaldo C. Prati
2013 B conf
Extending features for multilabel classification with swarm biclustering.
IEEE Congress on Evolutionary Computation
Ronaldo C. Prati, Fabrício Olivetti de França
2012 J jnl
A Complexity-Invariant Measure Based on Fractal Dimension for Time Series Classification.
Int. J. Nat. Comput. Res.
Ronaldo C. Prati, Gustavo E. A. P. A. Batista
2012 B conf
Combining feature ranking algorithms through rank aggregation.
IJCNN
Ronaldo C. Prati
2011 J jnl
A Survey on Graphical Methods for Classification Predictive Performance Evaluation.
IEEE Trans. Knowl. Data Eng.
Ronaldo C. Prati, Gustavo E. A. P. A. Batista, Maria Carolina Monard
2011 — conf
Rotulação Automática de Imagens Utilizando Aprendizado de Máquina Multirrótulo.
SBBD (Short Papers)
Daniel de Moraes Navarro, Ronaldo C. Prati
2009 — conf
Data mining with imbalanced class distributions: concepts and methods.
IICAI
Ronaldo C. Prati, Gustavo E. A. P. A. Batista, Maria Carolina Monard
2008 — conf
A Study with Class Imbalance and Random Sampling for a Decision Tree Learning System.
IFIP AI
Ronaldo C. Prati, Gustavo E. A. P. A. Batista, Maria Carolina Monard
2008 C conf
Evolving Sets of Symbolic Classifiers into a Single Symbolic Classifier Using Genetic Algorithms.
HIS
Flávia Cristina Bernardini, Ronaldo C. Prati, Maria Carolina Monard
2008 — conf
Missing Value Imputation Using a Semi-supervised Rank Aggregation Approach.
SBIA
Edson Takashi Matsubara, Ronaldo C. Prati, Gustavo E. A. P. A. Batista, Maria Carolina Monard
2008 C conf
Potential Distribution Modelling Using Machine Learning.
IEA/AIE
Ana Carolina Lorena, Marinez Ferreira de Siqueira, Renato De Giovanni, André Carlos Ponce de Leon Ferreira de Carvalho, Ronaldo C. Prati
2006 C conf
A Multi-Objective Evolutionary Algorithm to Build Knowledge Classification Rules with Specific Properties.
HIS
Adriano Donizete Pila, Rafael Giusti, Ronaldo C. Prati, Maria Carolina Monard
2006 J jnl
Constructing ensembles of symbolic classifiers.
Int. J. Hybrid Intell. Syst.
Flávia Cristina Bernardini, Maria Carolina Monard, Ronaldo C. Prati
2006 — conf
On the Class Distribution Labelling Step Sensitivity of CO-TRAINING.
IFIP AI
Edson Takashi Matsubara, Maria Carolina Monard, Ronaldo C. Prati
2005 B conf
Balancing Strategies and Class Overlapping.
IDA
Gustavo E. A. P. A. Batista, Ronaldo C. Prati, Maria Carolina Monard
2005 C conf
Constructing Ensembles of Symbolic Classifiers.
HIS
Flávia Cristina Bernardini, Maria Carolina Monard, Ronaldo C. Prati
2005 A* conf
ROCCER: An Algorithm for Rule Learning Based on ROC Analysis.
IJCAI
Ronaldo C. Prati, Peter A. Flach
2004 J jnl
A study of the behavior of several methods for balancing machine learning training data.
SIGKDD Explor.
Gustavo E. A. P. A. Batista, Ronaldo C. Prati, Maria Carolina Monard
2004 — conf
Class Imbalances versus Class Overlapping: An Analysis of a Learning System Behavior.
MICAI
Ronaldo C. Prati, Gustavo E. A. P. A. Batista, Maria Carolina Monard
2004 — conf
Learning with Class Skews and Small Disjuncts.
SBIA
Ronaldo C. Prati, Gustavo E. A. P. A. Batista, Maria Carolina Monard