Journal Papers
Fast&Furious: On the Modelling of Malware Detection as an Evolving Data Stream
F. Ceschin, M. Botacin, H. Gomes, F. Pinage, L.S. Oliveira, A. Gregio
Expert Systems with Applications, vol. 212, 2023
#DeOlhoNosCorais: a polygonal annotated dataset to optimize coral monitoring
D.P. Furtado, E. A. Vieira, W. F. Nascimento, K. Y. Inagaki, J. Bleuel, M. A. Z. Alves, G. Longo, L.S. Oliveira
e16219, PeerJ11, 2023
Large-Margin Representation Learning for Texture Classification
J. Matos, L. S. Oliveira, A Britto Jr., A. Koerich
Pattern Recognition Letters, vol. 170, 2023, pp. 39–47
Exploring Diversity in Data Complexity and Classifier Decision Spaces for Pool Generation
M. Monteiro Jr, A. Britto Jr, J. Barddal, L. S. Oliveira, R Sabourin
Information Fusion, vol. 89, 2023
Small Claims Court for the NLP: Judging Legal Text Classification Strategies with Small Datasets
M. Noguti, E. Vellasques, L. S. Oliveira
IEEE International Conference on System, Man, and Cybernetics (IEEE SMC), Maui, USA, 2023
Lightning Nowcasting for Southern/Southeastern South America with Machine Learning
L. Pavan, C. Beneti, L. S. Oliveira, M. Zanata, L. Calveti
103rd Annual Meeting of the American Meteorological Society, Denver, 2023
Fault Detection in Transmission Lines: a Denial Constraint Approach
N. Tamalu, L. Ensina, E. Almeida, E. Pena, L. S. Oliveira
38th Brazilian Symposium on Datasets, 2023
Two-view fine-grained classification of plant species
V.M. Araújo, A.S. Britto Jr, L.S. Oliveira, A.L. Koerich
Neurocomputing, vol. 466, 2022, pp. 427-441
Predicting Hospitalization from Health Insurance Data
E. Baro, L. S. Oliveira, A. Britto Jr.
IEEE International Conference on System, Man, and Cybernetics (IEEE SMC), Prague, Czech Republic, 2022
COVID-19 detection on chest X-ray and CT scan: a review of the top-100 most cited papers
Y.M.G. Costa, L.O. Teixeira, S.A. Silva JR., D. Bertolini, R.M. Pereira, A.S. Britto JR., L.S. Oliveira, G.D.C. Cavalcanti
Sensors, vol. 22, 2022, p. 7303
Fault Classification in Transmission Lines with Generalization Competence
L. Ensina, L. S. Oliveira, E. Almeida, S. Santos, L. Bernardino
48th Annual Conference of the Industrial Electronics Society (IEEE IECON), IEEE, Brussels, Belgium, 2022
Ocular Recognition Databases and Competitions: A Survey
L. Zanlorenzi, R. Laroca, E. Luz, A.S. Britto Jr, L.S. Oliveira, D. Menotti
Artificial Intelligence Review, vol. 55, 2022, pp. 129-180
Automatic Chronic Degenerative Diseases Identification Using Enteric Nervous System Images
G. Z. Felipe, J. N. Zanoni, C. Sierakowski, G. Bossolani, S. Souza, F. Flores, L. S. Oliveira, R. Pereira, Y. Costa
Neural Computing and Applications, vol. 33, 2021
Dynamic selection and combination of one-class classifiers for multi-class classification
R. Fragoso, G. Cavalcanti, R. Pinheiro, L. S. Oliveira
Knowledge-Based Systems, vol. 228, 2021
A Comprehensive Comparison of End-to-End Approaches for Handwritten Digit String Recognition
A. Hochuli, A. Britto Jr, D. Saji, J. Saavedra, R. Sabourin, L. S. Oliveira
Expert Systems with Applications, vol. 165, 2021
A Database for Automatic Classification of Gender in Araucaria Angustifolia plants
J. Martins, L. S. Oliveira, D. Weingaertner, A. Barison, G. Oliveira, L. Lião
Soft Computing, vol. 25, 2021, pp. 5503--5517
Intrapersonal Parameter Optimization for Offline Handwritten Signature Augmentation
T. Maruyama, L. S. Oliveira, A. Britto Jr, R. Sabourin
IEEE Transactions on Information Forensics and Security, vol. 16, 2021, pp. 1335--1350
Machine Learning Methods for Histopathological Image Analysis: A Review
J. Matos, S. Ataky, A. Britto Jr, L. S. Oliveira, A. Koerich
Electronics, vol. 10, 2021, pp. 562-604
Towards Amazon Forest Restoration: Automatic Detection of Species from UAV Imagery
M. M. Moura, L. S. Oliveira, C. Sanquetta, A. Bastos, M. Mohan, A. P. Dalla Corte
Remote Sensing, vol. 13, 2021, pp. 1-15
MINE: A Framework for Dynamic Regressor Selection
T. Moura, G. Cavalcanti, L. S. Oliveira
Information Sciences, vol. 543, 2021, pp. 157-179
Impact of lung segmentation on the Diagnosis and Explanation of covid-19 in chest x-ray images
L. Teixeira, R. Pereira, D. Bertolini, L.S. Oliveira, L. Nanni, G. Cavalcanti, Y. Costa
Sensors, vol. 21, 2021, p. 7116
Conference Papers
Vehicle Occurrence-based Parking Space Detection
P. Almeida, J. Alves, L. S. Oliveira, A. Hochuli
IEEE International Conference on System, Man, and Cybernetics (IEEE SMC), Maui, USA, 2023
Evaluating Strategies to Predict Student Dropout of a Bachelor’s Degree in Computer Science
D. Bravo, M. Alvez, L. Ensina, L. S. Oliveira
Symposium in Knowledge Discovery, Mining and Learning, 2023
Fault location in Transmission Lines based on LSTM model
L. Ensina, P. Karvat, E. Almeida, L. S. Oliveira
Symposium in Knowledge Discovery, Mining and Learning, 2022
Assessing Batch and Online Learning for Delivery in Full and On Time Predictions
A. Lima, M. Batista, J. Bardall, D. Sanches, L. S. Oliveira
International Joint Conference on Neural Networks (IJCNN 2022), Padua, Italy, 2022
On the Evaluation of Competence Measures for Time Series Forecasting
T. Moura, G. Cavalcanti, L. S. Oliveira
IEEE International Conference on System, Man, and Cybernetics (IEEE SMC), Toronto, Canada, 2021
Data Augmentation for Writer Identification Using a Cognitive Inspired Model
F. Pignelli, Y. Costa, L. S. Oliveira, D. Bertolini
International Conference on Document Analysis and Recognition (ICDAR 2021), Lausanne, Switzerland, 2021
