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ORCIDLuiz Eduardo Soares de Oliveira
Luiz S. Oliveira – Luiz E. Soares de Oliveira – Luiz E. S. Oliveira
2020 – today
- 2025
[j71]Everton F. Baro
, Luiz S. Oliveira, Alceu de Souza Britto Jr.:
Predicting hospitalization with LLMs from health insurance data. Medical Biol. Eng. Comput. 63(4): 1215-1226 (2025)- 2024
- [j70]Fabrício Ceschin, Marcus Botacin, Albert Bifet, Bernhard Pfahringer, Luiz S. Oliveira, Heitor Murilo Gomes, André Grégio:
Machine Learning (In) Security: A Stream of Problems. DTRAP 5(1): 9:1-9:32 (2024) - [j69]Leandro Augusto Ensina, Luiz Eduardo Soares de Oliveira, Rafael M. O. Cruz, George D. C. Cavalcanti:
Fault distance estimation for transmission lines with dynamic regressor selection. Neural Comput. Appl. 36(4): 1741-1759 (2024) - [j68]Lucas O. Teixeira, Diego Bertolini, Luiz S. Oliveira, George D. C. Cavalcanti, Yandre M. G. Costa:
Contrastive dissimilarity: optimizing performance on imbalanced and limited data sets. Neural Comput. Appl. 36(32): 20439-20456 (2024) - [j67]Fernanda F. Verdelho, Cesar Beneti, Luis G. Pavam, Leonardo Calvetti, Luiz E. S. Oliveira, Marco Antonio Zanata Alves:
Quantitative Precipitation Estimation Using Weather Radar Data and Machine Learning Algorithms for the Southern Region of Brazil. Remote. Sens. 16(11): 1971 (2024) - [c114]Paulo Luza Alves, Andre G. Hochuli, Luiz Eduardo Soares de Oliveira, Paulo R. Lisboa de Almeida:
Optimizing Parking Space Classification: Distilling Ensembles into Lightweight Classifiers. ICMLA 2024: 1016-1020 - [c113]Marcelo Eduardo Marques Ribas, Heloisa Benedet Mendes, Luiz Eduardo Soares de Oliveira, Luiz Antonio Zanlorensi, Paulo R. Lisboa de Almeida:
Using Deep Neural Networks to Quantify Parking Dwell Time. ICMLA 2024: 1504-1509 - [i39]Mariana Y. Noguti, Eduardo Vellasques, Luiz Eduardo Soares de Oliveira:
A Small Claims Court for the NLP: Judging Legal Text Classification Strategies With Small Datasets. CoRR abs/2409.05972 (2024) - [i38]Paulo Luza Alves, Andre G. Hochuli, Luiz Eduardo Soares de Oliveira, Paulo R. Lisboa de Almeida:
Optimizing Parking Space Classification: Distilling Ensembles into Lightweight Classifiers. CoRR abs/2410.14705 (2024) - [i37]Marcelo Eduardo Marques Ribas, Heloisa Benedet Mendes, Luiz Eduardo Soares de Oliveira, Luiz Antonio Zanlorensi, Paulo Ricardo Lisboa de Almeida:
Using Deep Neural Networks to Quantify Parking Dwell Time. CoRR abs/2411.00158 (2024) - 2023
- [j66]Fabrício Ceschin, Marcus Botacin, Heitor Murilo Gomes, Felipe Azevedo Pinage, Luiz S. Oliveira, André Grégio:
Fast & Furious: On the modelling of malware detection as an evolving data stream. Expert Syst. Appl. 212: 118590 (2023) - [j65]Marcos Monteiro, Alceu de Souza Britto Junior, Jean Paul Barddal, Luiz S. Oliveira, Robert Sabourin:
Exploring diversity in data complexity and classifier decision spaces for pool generation. Inf. Fusion 89: 567-587 (2023) - [j64]Jonathan de Matos, Luiz Eduardo Soares de Oliveira, Alceu de Souza Britto Junior, Alessandro Lameiras Koerich:
Large-margin representation learning for texture classification. Pattern Recognit. Lett. 170: 39-47 (2023) - [c112]Nicolas Tamalu, Leandro Augusto Ensina, Eduardo Cunha de Almeida, Eduardo Henrique Monteiro Pena, Luiz Eduardo Soares de Oliveira:
Fault Detection in Transmission Lines: a Denial Constraint Approach. SBBD 2023: 231-243 - [c111]Paulo R. Lisboa de Almeida, Jeovane Honório Alves, Luiz S. Oliveira, Andre Gustavo Hochuli, João V. Fröhlich, Rodrigo A. Krauel:
Vehicle Occurrence-Based Parking Space Detection. SMC 2023: 1524-1529 - [c110]Mariana Y. Noguti, Eduardo Vellasques, Luiz S. Oliveira:
A Small Claims Court for the NLP: Judging Legal Text Classification Strategies With Small Datasets. SMC 2023: 1840-1845 - [d11]Leandro Augusto Ensina, Luiz Eduardo Soares de Oliveira, Rafael Menelau Oliveira E. Cruz, George Darmiton da Cunha Cavalcanti:
Fault Analysis Database with Features (FADbF). Zenodo, 2023
- [d10]Daniel Pimenta Furtado, Marco Antonio Zanata Alves, Luiz Eduardo Soares de Oliveira:
#DeOlhoNosCorais: a polygonal annotated dataset to optimize coral monitoring (GitHub). Version v.1.1. Zenodo, 2023 [all versions] - [d9]Daniel Pimenta Furtado, Marco Antonio Zanata Alves, Luiz Eduardo Soares de Oliveira:
#DeOlhoNosCorais: a polygonal annotated dataset to optimize coral monitoring (GitHub). Version v.1.2. Zenodo, 2023 [all versions] - [d8]Luiz Eduardo Soares de Oliveira:
Forest Species Database - Macroscopic (FSD-M). Version 2. Zenodo, 2023 [all versions] - [i36]Paulo R. Lisboa de Almeida, Jeovane Honório Alves, Luiz S. Oliveira, Andre Gustavo Hochuli, João V. Fröhlich, Rodrigo A. Krauel:
Vehicle Occurrence-based Parking Space Detection. CoRR abs/2306.09940 (2023) - 2022
- [j63]Luiz A. Zanlorensi, Rayson Laroca, Eduardo Luz, Alceu S. Britto Jr., Luiz S. Oliveira, David Menotti:
Ocular recognition databases and competitions: a survey. Artif. Intell. Rev. 55(1): 129-180 (2022) - [j62]Voncarlos M. Araújo, Alceu S. Britto Jr., Luiz S. Oliveira, Alessandro L. Koerich:
Two-view fine-grained classification of plant species. Neurocomputing 467: 427-441 (2022) - [j61]Yandre M. G. Costa, Sergio A. Da Silva Junior, Lucas O. Teixeira, Rodolfo Miranda Pereira, Diego Bertolini, Alceu S. Britto Jr., Luiz S. Oliveira, George D. C. Cavalcanti:
COVID-19 Detection on Chest X-ray and CT Scan: A Review of the Top-100 Most Cited Papers. Sensors 22(19): 7303 (2022) - [c109]Leandro Augusto Ensina, Luiz Eduardo Soares de Oliveira, Eduardo Cunha de Almeida, Signie Laureano França Santos, Leandro Silva Bernardino:
Fault Classification in Transmission Lines with Generalization Competence. IECON 2022: 1-6 - [c108]Adriano Alves de Lima, Márcie Venâncio Batista, Jean Paul Barddal, Danilo Sipoli Sanches, Luiz Eduardo Soares de Oliveira:
Assessing Batch and Online Learning for Delivery in Full and On Time Predictions. IJCNN 2022: 1-9 - [c107]Everton F. Baro, Luiz S. Oliveira, Alceu de Souza Britto Junior:
Predicting Hospitalization from Health Insurance Data. SMC 2022: 2790-2795 - [d7]Daniel Pimenta Furtado, Marco Antonio Zanata Alves, Luiz Eduardo Soares de Oliveira:
#DeOlhoNosCorais: a pixel-wise annotated dataset to optimize coral monitoring (GitHub). Version v.1. Zenodo, 2022 [all versions] - [d6]Daniel Pimenta Furtado, Edson Aparecido Vieira Filho, Wildna Fernandes do Nascimento, Kelly Yumi Inagaki, Jessica Bleuel, Marco Antonio Zanata Alves, Guilherme Ortigara Longo, Luiz Eduardo Soares de Oliveira:
#DeOlhoNosCorais: a polygonal annotated dataset to optimize coral monitoring. Zenodo, 2022 - [i35]Fabrício Ceschin, Marcus Botacin, Heitor Murilo Gomes, Felipe Azevedo Pinage, Luiz S. Oliveira, André Grégio:
Fast & Furious: Modelling Malware Detection as Evolving Data Streams. CoRR abs/2205.12311 (2022) - [i34]Jonathan de Matos, Luiz Eduardo Soares de Oliveira, Alceu de Souza Britto Junior, Alessandro Lameiras Koerich:
Large-Margin Representation Learning for Texture Classification. CoRR abs/2206.08537 (2022) - 2021
- [j60]Andre G. Hochuli, Alceu S. Britto Jr., David A. Saji, José M. Saavedra, Robert Sabourin, Luiz S. Oliveira:
A comprehensive comparison of end-to-end approaches for handwritten digit string recognition. Expert Syst. Appl. 165: 114196 (2021) - [j59]Thiago J. M. Moura, George D. C. Cavalcanti, Luiz S. Oliveira:
MINE: A framework for dynamic regressor selection. Inf. Sci. 543: 157-179 (2021) - [j58]Rogerio C. P. Fragoso, George D. C. Cavalcanti, Roberto H. W. Pinheiro, Luiz S. Oliveira:
Dynamic selection and combination of one-class classifiers for multi-class classification. Knowl. Based Syst. 228: 107290 (2021) - [j57]Gustavo Zanoni Felipe, Jacqueline Nelisis Zanoni, Camila C. Sehaber-Sierakowski, Gleison D. P. Bossolani, Sara R. G. Souza, Franklin César Flores, Luiz E. S. Oliveira, Rodolfo Miranda Pereira, Yandre M. G. Costa:
Automatic chronic degenerative diseases identification using enteric nervous system images. Neural Comput. Appl. 33(22): 15373-15395 (2021) - [j56]Marks Melo Moura, Luiz Eduardo Soares de Oliveira, Carlos Roberto Sanquetta, Alexis Bastos, Midhun Mohan, Ana Paula Dalla Corte:
Towards Amazon Forest Restoration: Automatic Detection of Species from UAV Imagery. Remote. Sens. 13(13): 2627 (2021) - [j55]Lucas O. Teixeira, Rodolfo Miranda Pereira, Diego Bertolini, Luiz S. Oliveira, Loris Nanni, George D. C. Cavalcanti, Yandre M. G. Costa:
Impact of Lung Segmentation on the Diagnosis and Explanation of COVID-19 in Chest X-ray Images. Sensors 21(21): 7116 (2021) - [j54]Jefferson G. Martins, Luiz E. S. Oliveira, Daniel Weingaertner, Andersson Barison, Gerlon A. R. Oliveira, Luciano M. Lião:
A database for automatic classification of gender in Araucaria angustifolia plants. Soft Comput. 25(7): 5503-5517 (2021) - [j53]Teruo M. Maruyama, Luiz S. Oliveira, Alceu S. Britto Jr., Robert Sabourin:
Intrapersonal Parameter Optimization for Offline Handwritten Signature Augmentation. IEEE Trans. Inf. Forensics Secur. 16: 1335-1350 (2021) - [c106]Fabio Pignelli, Yandre M. G. Costa, Luiz S. Oliveira, Diego Bertolini:
Data Augmentation for Writer Identification Using a Cognitive Inspired Model. ICDAR (4) 2021: 251-266 - [c105]Fabio Pignelli, Luiz S. Oliveira, Alceu S. Britto Jr., Yandre M. G. Costa, Diego Bertolini:
Document Filter for Writer Identification. IWSSIP 2021: 172-184 - [c104]Thiago J. M. Moura, George D. C. Cavalcanti, Luiz S. Oliveira:
On the Evaluation of Competence Measures for Time Series Forecasting. SMC 2021: 1527-1532 - [i33]Jonathan de Matos, Steve Tsham Mpinda Ataky, Alceu de Souza Britto Jr., Luiz Eduardo Soares de Oliveira, Alessandro Lameiras Koerich:
Machine Learning Methods for Histopathological Image Analysis: A Review. CoRR abs/2102.03889 (2021) - 2020
- [j52]Yandre M. G. Costa, Diego Bertolini, Alceu S. Britto Jr., George D. C. Cavalcanti, Luiz E. S. Oliveira:
The dissimilarity approach: a review. Artif. Intell. Rev. 53(4): 2783-2808 (2020) - [j51]Ronan Assumpção Silva, Alceu de Souza Britto Jr., Fabrício Enembreck, Robert Sabourin, Luiz Eduardo Soares de Oliveira:
CSBF: A static ensemble fusion method based on the centrality score of complex networks. Comput. Intell. 36(2): 522-556 (2020) - [j50]Ronan Assumpção Silva, Alceu S. Britto Jr., Fabrício Enembreck, Robert Sabourin, Luiz S. Oliveira:
Selecting and Combining Classifiers Based on Centrality Measures. Int. J. Artif. Intell. Tools 29(03n04): 2060004:1-2060004:25 (2020) - [j49]Luiz G. Hafemann, Robert Sabourin, Luiz S. Oliveira:
Meta-Learning for Fast Classifier Adaptation to New Users of Signature Verification Systems. IEEE Trans. Inf. Forensics Secur. 15: 1735-1745 (2020) - [c103]Fabiola Santore, Eduardo C. de Almeida, Wagner Hugo Bonat, Eduardo H. M. Pena, Luiz Eduardo Soares de Oliveira:
A Framework for Analyzing the Impact of Missing Data in Predictive Models. CIKM 2020: 2209-2212 - [c102]Marcos Monteiro, Alceu S. Britto Jr., Jean Paul Barddal, Luiz S. Oliveira, Robert Sabourin:
Classifier Pool Generation based on a Two-level Diversity Approach. ICPR 2020: 2414-2421 - [c101]Steve Tsham Mpinda Ataky, Jonathan de Matos, Alceu S. Britto Jr., Luiz E. S. Oliveira, Alessandro L. Koerich:
Data Augmentation for Histopathological Images Based on Gaussian-Laplacian Pyramid Blending. IJCNN 2020: 1-8 - [c100]Andre G. Hochuli, Alceu S. Britto Jr., Jean Paul Barddal, Robert Sabourin, Luiz E. S. Oliveira:
An End-to-End Approach for Recognition of Modern and Historical Handwritten Numeral Strings. IJCNN 2020: 1-8 - [c99]Mariana Y. Noguti, Eduardo Vellasques, Luiz S. Oliveira:
Legal Document Classification: An Application to Law Area Prediction of Petitions to Public Prosecution Service. IJCNN 2020: 1-8 - [c98]Paulo Ricardo Lisboa de Almeida, Luiz S. Oliveira, Alceu de Souza Britto Jr., Jean Paul Barddal:
Naïve Approaches to Deal With Concept Drifts. SMC 2020: 1052-1059 - [c97]Thiago J. M. Moura, George D. C. Cavalcanti, Luiz S. Oliveira:
On the Selection of the Competence Measure for Dynamic Regressor Selection. SMC 2020: 1630-1637 - [i32]Steve Tsham Mpinda Ataky, Jonathan de Matos, Alceu de Souza Britto Jr., Luiz E. S. Oliveira, Alessandro L. Koerich:
Data Augmentation for Histopathological Images Based on Gaussian-Laplacian Pyramid Blending. CoRR abs/2002.00072 (2020) - [i31]Andre G. Hochuli, Alceu S. Britto Jr., Jean Paul Barddal, Luiz E. S. Oliveira, Robert Sabourin:
An End-to-End Approach for Recognition of Modern and Historical Handwritten Numeral Strings. CoRR abs/2004.03337 (2020) - [i30]Fabio Pinhelli, Alceu de Souza Britto Jr., Luiz S. Oliveira, Yandre M. G. Costa, Diego Bertolini:
Single-sample writers - "Document Filter" and their impacts on writer identification. CoRR abs/2005.08424 (2020) - [i29]Voncarlos M. Araújo, Alceu S. Britto Jr., Luiz E. S. Oliveira, Alessandro L. Koerich:
Two-View Fine-grained Classification of Plant Species. CoRR abs/2005.09110 (2020) - [i28]Lucas O. Teixeira, Rodolfo Miranda Pereira, Diego Bertolini, Luiz S. Oliveira, Loris Nanni, Yandre M. G. Costa:
Impact of lung segmentation on the diagnosis and explanation of COVID-19 in chest X-ray images. CoRR abs/2009.09780 (2020) - [i27]Teruo M. Maruyama, Luiz S. Oliveira, Alceu S. Britto Jr., Robert Sabourin:
Intrapersonal Parameter Optimization for Offline Handwritten Signature Augmentation. CoRR abs/2010.06663 (2020) - [i26]Mariana Y. Noguti, Eduardo Vellasques, Luiz S. Oliveira:
Legal Document Classification: An Application to Law Area Prediction of Petitions to Public Prosecution Service. CoRR abs/2010.12533 (2020) - [i25]Andre G. Hochuli, Alceu S. Britto Jr., David A. Saji, José M. Saavedra, Robert Sabourin, Luiz S. Oliveira:
A Comprehensive Comparison of End-to-End Approaches for Handwritten Digit String Recognition. CoRR abs/2010.15904 (2020) - [i24]Fabricio Ceschin, Heitor Murilo Gomes, Marcus Botacin, Albert Bifet, Bernhard Pfahringer, Luiz S. Oliveira, André Grégio:
Machine Learning (In) Security: A Stream of Problems. CoRR abs/2010.16045 (2020) - [i23]Gustavo Zanoni Felipe, Jacqueline Nelisis Zanoni, Camila C. Sehaber-Sierakowski, Gleison D. P. Bossolani, Sara R. G. Souza, Franklin César Flores, Luiz E. S. Oliveira, Rodolfo Miranda Pereira, Yandre M. G. Costa:
Automatic Chronic Degenerative Diseases Identification Using Enteric Nervous System Images. CoRR abs/2011.00160 (2020) - [i22]Marcos Monteiro, Alceu S. Britto Jr., Jean Paul Barddal, Luiz S. Oliveira, Robert Sabourin:
Classifier Pool Generation based on a Two-level Diversity Approach. CoRR abs/2011.01908 (2020)
2010 – 2019
- 2019
- [j48]Gustavo H. G. Matsushita, Adam H. Sugi, Yandre M. G. Costa, Alexander Gomez-A, Claudio da Cunha, Luiz S. Oliveira:
Phasic dopamine release identification using convolutional neural network. Comput. Biol. Medicine 114 (2019) - [j47]P. J. Sudharshan, Caroline Petitjean, Fabio A. Spanhol, Luiz Eduardo Soares de Oliveira, Laurent Heutte, Paul Honeine:
Multiple instance learning for histopathological breast cancer image classification. Expert Syst. Appl. 117: 103-111 (2019) - [j46]Luiz G. Hafemann, Robert Sabourin, Luiz S. Oliveira:
Characterizing and Evaluating Adversarial Examples for Offline Handwritten Signature Verification. IEEE Trans. Inf. Forensics Secur. 14(8): 2153-2166 (2019) - [c96]Jonathan de Matos, Alceu de Souza Britto Jr., Luiz Eduardo Soares de Oliveira, Alessandro Lameiras Koerich:
Texture CNN for Histopathological Image Classification. CBMS 2019: 580-583 - [c95]Jérôme Rony, Luiz G. Hafemann, Luiz S. Oliveira, Ismail Ben Ayed, Robert Sabourin, Eric Granger:
Decoupling Direction and Norm for Efficient Gradient-Based L2 Adversarial Attacks and Defenses. CVPR 2019: 4322-4330 - [c94]Younes Akbari, Alceu S. Britto Jr., Somaya Al-Máadeed, Luiz S. Oliveira:
Binarization of Degraded Document Images using Convolutional Neural Networks Based on Predicted Two-Channel Images. ICDAR 2019: 973-978 - [c93]Luis Eduardo Boiko Ferreira, Heitor Murilo Gomes, Albert Bifet, Luiz S. Oliveira:
Adaptive Random Forests with Resampling for Imbalanced data Streams. IJCNN 2019: 1-6 - [c92]Jonathan de Matos, Alceu de Souza Britto Jr., Luiz E. S. Oliveira, Alessandro L. Koerich:
Double Transfer Learning for Breast Cancer Histopathologic Image Classification. IJCNN 2019: 1-8 - [c91]Thiago J. M. Moura, George D. C. Cavalcanti, Luiz S. Oliveira:
Evaluating Competence Measures for Dynamic Regressor Selection. IJCNN 2019: 1-8 - [c90]Rodolfo Miranda Pereira, Yandre M. G. Costa, Rafael de Lima Aguiar, Alceu S. Britto Jr., Luiz E. S. Oliveira, Carlos N. Silla:
Representation Learning vs. Handcrafted Features for Music Genre Classification. IJCNN 2019: 1-8 - [c89]Kelly Lais Wiggers, Alceu S. Britto Jr., Laurent Heutte, Alessandro L. Koerich, Luiz S. Oliveira:
Image Retrieval and Pattern Spotting using Siamese Neural Network. IJCNN 2019: 1-8 - [c88]Tamy Beppler, Marcus Botacin, Fabricio Ceschin, Luiz E. S. Oliveira, André Grégio:
L(a)ying in (Test)Bed - How Biased Datasets Produce Impractical Results for Actual Malware Families' Classification. ISC 2019: 381-401 - [c87]Lucas Georges Helal, Diego Bertolini, Yandre M. G. Costa, George D. C. Cavalcanti, Alceu S. Britto Jr., Luiz E. S. Oliveira:
Representation Learning and Dissimilarity for Writer Identification. IWSSIP 2019: 63-68 - [c86]Luciana Trinkaus Menon, Israel A. Laurensi R., Manoel Camillo O. Penna N., Luiz E. S. Oliveira, Alceu S. Britto Jr.:
Data Augmentation and Transfer Learning Applied to Charcoal Image Classification. IWSSIP 2019: 69-74 - [c85]Max N. Roecker, Yandre M. G. Costa, Alceu S. Britto Jr., Luiz E. S. Oliveira, Diego Bertolini:
Vehicle Detection and Classification in Traffic Images Using ConvNets With Constrained Resources. IWSSIP 2019: 83-88 - [i21]Luiz G. Hafemann, Robert Sabourin, Luiz S. Oliveira:
Characterizing and evaluating adversarial examples for Offline Handwritten Signature Verification. CoRR abs/1901.03398 (2019) - [i20]Thiago J. M. Moura, George D. C. Cavalcanti, Luiz S. Oliveira:
Evaluating Competence Measures for Dynamic Regressor Selection. CoRR abs/1904.04645 (2019) - [i19]Jonathan de Matos, Alceu de Souza Britto Jr., Luiz E. S. Oliveira, Alessandro L. Koerich:
Double Transfer Learning for Breast Cancer Histopathologic Image Classification. CoRR abs/1904.07834 (2019) - [i18]Jonathan de Matos, Alceu de Souza Britto Jr., Luiz E. S. Oliveira, Alessandro L. Koerich:
Histopathologic Image Processing: A Review. CoRR abs/1904.07900 (2019) - [i17]Jonathan de Matos, Alceu de Souza Britto Jr., Luiz Eduardo Soares de Oliveira, Alessandro L. Koerich:
Texture CNN for Histopathological Image Classification. CoRR abs/1905.12005 (2019) - [i16]Kelly Lais Wiggers, Alceu S. Britto Jr., Laurent Heutte, Alessandro L. Koerich, Luiz S. Oliveira:
Image Retrieval and Pattern Spotting using Siamese Neural Network. CoRR abs/1906.09513 (2019) - [i15]Kelly Lais Wiggers, Alceu de Souza Britto Junior, Alessandro Lameiras Koerich, Laurent Heutte, Luiz Eduardo Soares de Oliveira:
Deep Learning Approaches for Image Retrieval and Pattern Spotting in Ancient Documents. CoRR abs/1907.09404 (2019) - [i14]Luiz G. Hafemann, Robert Sabourin, Luiz S. Oliveira:
Meta-learning for fast classifier adaptation to new users of Signature Verification systems. CoRR abs/1910.08060 (2019) - [i13]Luiz A. Zanlorensi, Rayson Laroca, Eduardo José da S. Luz, Alceu S. Britto Jr., Luiz S. Oliveira, David Menotti:
Ocular Recognition Databases and Competitions: A Survey. CoRR abs/1911.09646 (2019) - 2018
- [j45]Teruo M. Maruyama, Luiz Eduardo Soares de Oliveira, Alceu de Souza Britto Jr., Silvana Nisgoski:
Automatic classification of native wood charcoal. Ecol. Informatics 46: 1-7 (2018) - [j44]Rafael H. D. Zottesso, Yandre M. G. Costa, Diego Bertolini, Luiz E. S. Oliveira:
Bird species identification using spectrogram and dissimilarity approach. Ecol. Informatics 48: 187-197 (2018) - [j43]Paulo R. L. Almeida, Luiz S. Oliveira, Alceu S. Britto Jr., Robert Sabourin:
Adapting dynamic classifier selection for concept drift. Expert Syst. Appl. 104: 67-85 (2018) - [j42]Fabricio Ceschin, Felipe Azevedo Pinage, Marcos A. Castilho, David Menotti, Luiz S. Oliveira, Andre Gregio:
The Need for Speed: An Analysis of Brazilian Malware Classifers. IEEE Secur. Priv. 16(6): 31-41 (2018) - [j41]Luiz G. Hafemann, Luiz S. Oliveira, Robert Sabourin:
Fixed-sized representation learning from offline handwritten signatures of different sizes. Int. J. Document Anal. Recognit. 21(3): 219-232 (2018) - [j40]Andre L. Brun, Alceu S. Britto Jr., Luiz S. Oliveira, Fabrício Enembreck, Robert Sabourin:
A framework for dynamic classifier selection oriented by the classification problem difficulty. Pattern Recognit. 76: 175-190 (2018) - [j39]Andre G. Hochuli, Luiz S. Oliveira, Alceu de Souza Britto Jr., Robert Sabourin:
Handwritten digit segmentation: Is it still necessary? Pattern Recognit. 78: 1-11 (2018) - [j38]Eduardo José da S. Luz, Gladston J. P. Moreira, Luiz S. Oliveira, William Robson Schwartz, David Menotti:
Learning Deep Off-the-Person Heart Biometrics Representations. IEEE Trans. Inf. Forensics Secur. 13(5): 1258-1270 (2018) - [c84]Celio Trois, Luis C. E. Bona, Luiz S. Oliveira, Magnos Martinello, Douglas Harewood-Gill, Marcos Didonet Del Fabro, Reza Nejabati, Dimitra Simeonidou, João Carlos D. Lima, Benhur de Oliveira Stein:
Exploring Textures in Traffic Matrices to Classify Data Center Communications. AINA 2018: 1123-1130 - [c83]Paulo R. Cavalin, Luiz S. Oliveira:
Confusion Matrix-Based Building of Hierarchical Classification. CIARP 2018: 271-278 - [c82]Voncarlos M. Araújo, Alceu S. Britto Jr., André L. Brun, Alessandro L. Koerich, Luiz E. S. Oliveira:
Fine-Grained Hierarchical Classification of Plant Leaf Images Using Fusion of Deep Models. ICTAI 2018: 1-5 - [c81]Marco Aurelio Deoldoto Paulino, Yandre Maldonado e Gomes da Costa, Alceu S. Britto Jr., Alisson Renan Svaigen, Linnyer Beatrys Ruiz Aylon, Luiz Eduardo Soares de Oliveira:
A Brazilian Speech Database. ICTAI 2018: 234-241 - [c80]Jefferson G. Martins, Luiz S. Oliveira, Robert Sabourin, Alceu S. Britto Jr.:
Forest Species Recognition Based on Ensembles of Classifiers. ICTAI 2018: 371-378 - [c79]Marcelo Pereira, Alceu S. Britto Jr., Luiz S. Oliveira, Robert Sabourin:
Dynamic Ensemble Selection by K-Nearest Local Oracles with Discrimination Index. ICTAI 2018: 765-771 - [c78]Andre G. Hochuli, Luiz S. Oliveira, Alceu de Souza Britto Jr., Robert Sabourin:
Segmentation-Free Approaches For Handwritten Numeral String Recognition. IJCNN 2018: 1-8 - [c77]Rayson Laroca, Evair Severo, Luiz A. Zanlorensi, Luiz S. Oliveira, Gabriel Resende Gonçalves, William Robson Schwartz, David Menotti:
A Robust Real-Time Automatic License Plate Recognition Based on the YOLO Detector. IJCNN 2018: 1-10 - [c76]Kelly Lais Wiggers, Alceu S. Britto Jr., Laurent Heutte, Alessandro L. Koerich, Luiz Eduardo Soares de Oliveira:
Document Image Retrieval Using Deep Features. IJCNN 2018: 1-8 - [c75]Eduardo Viegas, Altair Olivo Santin, Vilmar Abreu, Luiz S. Oliveira:
Enabling Anomaly-based Intrusion Detection Through Model Generalization. ISCC 2018: 934-939 - [c74]Gustavo H. G. Matsushita, Luiz E. S. Oliveira, Adam H. Sugi, Claudio da Cunha, Yandre M. G. Costa:
Automatic Identification of Phasic Dopamine Release. IWSSIP 2018: 1-5 - [c73]Luiz A. Zanlorensi, Eduardo José da S. Luz, Rayson Laroca, Alceu S. Britto Jr., Luiz S. Oliveira, David Menotti:
The Impact of Preprocessing on Deep Representations for Iris Recognition on Unconstrained Environments. SIBGRAPI 2018: 289-296 - [d5]Luiz Eduardo Soares de Oliveira:
Charcoal Dataset. Zenodo, 2018 - [i12]Rayson Laroca, Evair Severo, Luiz A. Zanlorensi, Luiz S. Oliveira, Gabriel Resende Gonçalves, William Robson Schwartz, David Menotti:
A Robust Real-Time Automatic License Plate Recognition based on the YOLO Detector. CoRR abs/1802.09567 (2018) - [i11]Luiz G. Hafemann, Robert Sabourin, Luiz S. Oliveira:
Fixed-sized representation learning from Offline Handwritten Signatures of different sizes. CoRR abs/1804.00448 (2018) - [i10]Andre G. Hochuli, Luiz E. S. Oliveira, Alceu S. Britto Jr., Robert Sabourin:
Segmentation-Free Approaches for Handwritten Numeral String Recognition. CoRR abs/1804.09279 (2018) - [i9]Luiz A. Zanlorensi, Eduardo José da S. Luz, Rayson Laroca, Alceu S. Britto Jr., Luiz S. Oliveira, David Menotti:
The Impact of Preprocessing on Deep Representations for Iris Recognition on Unconstrained Environments. CoRR abs/1808.10032 (2018) - [i8]Jérôme Rony, Luiz G. Hafemann, Luiz S. Oliveira, Ismail Ben Ayed, Robert Sabourin, Eric Granger:
Decoupling Direction and Norm for Efficient Gradient-Based L2 Adversarial Attacks and Defenses. CoRR abs/1811.09600 (2018) - 2017
- [j37]Yandre M. G. Costa, Luiz S. Oliveira, Carlos Nascimento Silla Jr.:
An evaluation of Convolutional Neural Networks for music classification using spectrograms. Appl. Soft Comput. 52: 28-38 (2017) - [j36]Eduardo Viegas, Altair Olivo Santin, Luiz S. Oliveira:
Toward a reliable anomaly-based intrusion detection in real-world environments. Comput. Networks 127: 200-216 (2017) - [j35]Dennis Carnelossi Furlaneto, Luiz S. Oliveira, David Menotti, George D. C. Cavalcanti:
Bias effect on predicting market trends with EMD. Expert Syst. Appl. 82: 19-26 (2017) - [j34]Luiz G. Hafemann, Robert Sabourin, Luiz S. Oliveira:
Learning features for offline handwritten signature verification using deep convolutional neural networks. Pattern Recognit. 70: 163-176 (2017) - [j33]Eduardo Viegas, Altair Olivo Santin, André França, Ricardo P. Jasinski, Volnei A. Pedroni, Luiz S. Oliveira:
Towards an Energy-Efficient Anomaly-Based Intrusion Detection Engine for Embedded Systems. IEEE Trans. Computers 66(1): 163-177 (2017) - [c72]Diego Bertolini, Luiz S. Oliveira, Yandre M. G. Costa, Lucas Georges Helal:
Knowledge Transfer for Writer Identification. CIARP 2017: 102-110 - [c71]Eunelson Jose da Silva Junior, Alceu S. Britto Jr., Luiz S. Oliveira, Fabrício Enembreck, Robert Sabourin, Alessandro L. Koerich:
A two-step cascade classification method. IJCNN 2017: 573-580 - [c70]Luiz G. Hafemann, Robert Sabourin, Luiz S. Oliveira:
Offline handwritten signature verification - Literature review. IPTA 2017: 1-8 - [c69]Eduardo Viegas, Altair Olivo Santin, Vilmar Abreu, Luiz S. Oliveira:
Stream learning and anomaly-based intrusion detection in the adversarial settings. ISCC 2017: 773-778 - [c68]Paulo R. Cavalin, Luiz S. Oliveira:
A Review of Texture Classification Methods and Databases. SIBGRAPI Tutorials 2017: 1-8 - [c67]Paulo Rodrigo Cavalin, Marcelo N. Kapp, Luiz S. Oliveira:
Multi-scale texture recognition systems with reduced cost: A case study on forest species. SMC 2017: 1316-1321 - [c66]Fabio A. Spanhol, Luiz S. Oliveira, Paulo R. Cavalin, Caroline Petitjean, Laurent Heutte:
Deep features for breast cancer histopathological image classification. SMC 2017: 1868-1873 - [i7]Fabio Dittrich, Luiz Eduardo Soares de Oliveira, Alceu S. Britto Jr., Alessandro L. Koerich:
People Counting in Crowded and Outdoor Scenes using an Hybrid Multi-Camera Approach. CoRR abs/1704.00326 (2017) - [i6]Luiz G. Hafemann, Robert Sabourin, Luiz S. Oliveira:
Learning Features for Offline Handwritten Signature Verification using Deep Convolutional Neural Networks. CoRR abs/1705.05787 (2017) - [i5]Paulo Rodrigo Cavalin, Marcelo N. Kapp, Luiz S. Oliveira:
Multi-scale Forest Species Recognition Systems for Reduced Cost. CoRR abs/1709.04056 (2017) - 2016
- [j32]George D. C. Cavalcanti, Luiz S. Oliveira, Thiago J. M. Moura, Guilherme V. Carvalho:
Combining diversity measures for ensemble pruning. Pattern Recognit. Lett. 74: 38-45 (2016) - [j31]Fabio A. Spanhol, Luiz S. Oliveira, Caroline Petitjean, Laurent Heutte:
A Dataset for Breast Cancer Histopathological Image Classification. IEEE Trans. Biomed. Eng. 63(7): 1455-1462 (2016) - [c65]Luiz G. Hafemann, Robert Sabourin, Luiz S. Oliveira:
Analyzing features learned for Offline Signature Verification using Deep CNNs. ICPR 2016: 2989-2994 - [c64]Diego Bertolini, Luiz S. Oliveira, Robert Sabourin:
Multi-script writer identification using dissimilarity. ICPR 2016: 3025-3030 - [c63]Paulo Ricardo Lisboa de Almeida, Luiz S. Oliveira, Alceu de Souza Britto Jr., Robert Sabourin:
Handling Concept Drifts Using Dynamic Selection of Classifiers. ICTAI 2016: 989-995 - [c62]Fabio Alexandre Spanhol, Luiz S. Oliveira, Caroline Petitjean, Laurent Heutte:
Breast cancer histopathological image classification using Convolutional Neural Networks. IJCNN 2016: 2560-2567 - [c61]Luiz G. Hafemann, Robert Sabourin, Luiz S. Oliveira:
Writer-independent feature learning for Offline Signature Verification using Deep Convolutional Neural Networks. IJCNN 2016: 2576-2583 - [c60]Andre L. Brun, Alceu S. Britto Jr., Luiz S. Oliveira, Fabrício Enembreck, Robert Sabourin:
Contribution of data complexity features on dynamic classifier selection. IJCNN 2016: 4396-4403 - [i4]Luiz G. Hafemann, Robert Sabourin, Luiz S. Oliveira:
Writer-independent Feature Learning for Offline Signature Verification using Deep Convolutional Neural Networks. CoRR abs/1604.00974 (2016) - [i3]Luiz G. Hafemann, Robert Sabourin, Luiz S. Oliveira:
Analyzing features learned for Offline Signature Verification using Deep CNNs. CoRR abs/1607.04573 (2016) - 2015
- [j30]Paulo Ricardo Lisboa de Almeida, Luiz S. Oliveira, Alceu S. Britto Jr., Eunelson Jose da Silva Junior, Alessandro L. Koerich:
PKLot - A robust dataset for parking lot classification. Expert Syst. Appl. 42(11): 4937-4949 (2015) - [j29]Jefferson G. Martins, Luiz S. Oliveira, Alceu S. Britto Jr., Robert Sabourin:
Forest species recognition based on dynamic classifier selection and dissimilarity feature vector representation. Mach. Vis. Appl. 26(2-3): 279-293 (2015) - [j28]Juan Climent, Luiz S. Oliveira:
A new algorithm for number of holes attribute filtering of grey-level images. Pattern Recognit. Lett. 53: 24-30 (2015) - [c59]Paulo Rodrigo Cavalin, Marcelo N. Kapp, Luiz E. S. Oliveira:
An Adaptive Multi-level Framework for Forest Species Recognition. BRACIS 2015: 92-97 - [c58]Diego Bertolini, Luiz S. Oliveira, Robert Sabourin:
Improving Writer Identification Through Writer Selection. CIARP 2015: 168-175 - [c57]D. Stiehl, L. Addams, Luiz S. Oliveira, Cayley Guimaraes, Alceu S. Britto Jr.:
Towards a SignWriting recognition system. ICDAR 2015: 26-30 - [c56]Luiz G. Hafemann, Luiz S. Oliveira, Paulo Rodrigo Cavalin, Robert Sabourin:
Transfer learning between texture classification tasks using Convolutional Neural Networks. IJCNN 2015: 1-7 - [c55]Leila Maria Vriesmann, Alceu S. Britto Jr., Luiz S. Oliveira, Alessandro L. Koerich, Robert Sabourin:
Combining overall and local class accuracies in an oracle-based method for dynamic ensemble selection. IJCNN 2015: 1-7 - [c54]Simone B. K. Aires, Cinthia O. de A. Freitas, Luiz S. Oliveira:
SIFT Applied to Perceptual Zoning for Trademark Retrieval. SMC 2015: 2401-2406 - [d4]Luiz E. S. Oliveira, Luiz Eduardo:
SignWriting Database. Zenodo, 2015 - [i2]Luiz G. Hafemann, Robert Sabourin, Luiz S. Oliveira:
Offline Handwritten Signature Verification - Literature Review. CoRR abs/1507.07909 (2015) - 2014
- [j27]Pedro Luiz de Paula Filho, Luiz S. Oliveira, Silvana Nisgoski, Alceu de Souza Britto Jr.:
Forest species recognition using macroscopic images. Mach. Vis. Appl. 25(4): 1019-1031 (2014) - [j26]Alceu S. Britto Jr., Robert Sabourin, Luiz E. Soares de Oliveira:
Dynamic selection of classifiers - A comprehensive review. Pattern Recognit. 47(11): 3665-3680 (2014) - [c53]Markus Diem, Stefan Fiel, Florian Kleber, Robert Sablatnig, José M. Saavedra, David Contreras, Juan Manuel Barrios, Luiz S. Oliveira:
ICFHR 2014 Competition on Handwritten Digit String Recognition in Challenging Datasets (HDSRC 2014). ICFHR 2014: 779-784 - [c52]Diego Bertolini, Luiz S. Oliveira, Edson J. R. Justino, Robert Sabourin:
Assessing Textural Features for Writer Identification on Different Writing Styles and Forgeries. ICPR 2014: 268-272 - [c51]Luiz G. Hafemann, Luiz S. Oliveira, Paulo Rodrigo Cavalin:
Forest Species Recognition Using Deep Convolutional Neural Networks. ICPR 2014: 1103-1107 - [c50]Vinicius Godoy, Alceu S. Britto Jr., Alessandro L. Koerich, Jacques Facon, Luiz E. S. Oliveira:
An HMM-Based Gesture Recognition Method Trained on Few Samples. ICTAI 2014: 640-646 - [c49]Marcelo N. Kapp, Rodrigo Bloot, Paulo Rodrigo Cavalin, Luiz E. S. Oliveira:
Automatic forest species recognition based on multiple feature sets. IJCNN 2014: 1296-1303 - [d3]Luiz Eduardo Soares de Oliveira:
Forest Species Database - Macroscopic (FSD-M). Version 1. Zenodo, 2014 [all versions] - [i1]Albert Hung-Ren Ko, Robert Sabourin, Alceu S. Britto Jr., Luiz E. S. Oliveira:
A Classifier-free Ensemble Selection Method based on Data Diversity in Random Subspaces. CoRR abs/1408.2889 (2014) - 2013
- [j25]Cleber K. Olivo, Altair Olivo Santin, Luiz S. Oliveira:
Obtaining the threat model for e-mail phishing. Appl. Soft Comput. 13(12): 4841-4848 (2013) - [j24]Thiago H. H. Zavaschi, Alceu de Souza Britto Jr., Luiz S. Oliveira, Alessandro L. Koerich:
Fusion of feature sets and classifiers for facial expression recognition. Expert Syst. Appl. 40(2): 646-655 (2013) - [j23]Diego Bertolini, Luiz S. Oliveira, Edson J. R. Justino, Robert Sabourin:
Texture-based descriptors for writer identification and verification. Expert Syst. Appl. 40(6): 2069-2080 (2013) - [j22]F. C. Ribas, Luiz E. Soares de Oliveira, Alceu de Souza Britto Jr., Robert Sabourin:
Handwritten digit segmentation: a comparative study. Int. J. Document Anal. Recognit. 16(2): 127-137 (2013) - [j21]Jefferson G. Martins, Luiz E. Soares de Oliveira, Silvana Nisgoski, Robert Sabourin:
A database for automatic classification of forest species. Mach. Vis. Appl. 24(3): 567-578 (2013) - [c48]Yandre M. G. Costa, Luiz S. Oliveira, Alessandro L. Koerich, Fabien Gouyon:
Music Genre Recognition Using Gabor Filters and LPQ Texture Descriptors. CIARP (2) 2013: 67-74 - [c47]Bogdan Tomoyuki Nassu, Rodrigo Minetto, Luiz Eduardo Soares de Oliveira:
Text Line Detection in Document Images: Towards a Support System for the Blind. ICDAR 2013: 638-642 - [c46]Paulo Rodrigo Cavalin, Marcelo N. Kapp, Jefferson G. Martins, Luiz E. Soares de Oliveira:
A multiple feature vector framework for forest species recognition. SAC 2013: 16-20 - [c45]Andres Jessé Porfirio, Kelly Lais Wiggers, Luiz E. S. Oliveira, Daniel Weingaertner:
LIBRAS Sign Language Hand Configuration Recognition Based on 3D Meshes. SMC 2013: 1588-1593 - [c44]Paulo Ricardo Lisboa de Almeida, Luiz S. Oliveira, Eunelson Silva, Alceu de Souza Britto Jr., Alessandro L. Koerich:
Parking Space Detection Using Textural Descriptors. SMC 2013: 3603-3608 - [d2]Luiz Eduardo Soares de Oliveira:
The Forest Species Database (FSD). Zenodo, 2013 - 2012
- [j20]Regiane Kowalek Hanusiak, Luiz S. Oliveira, Edson J. R. Justino, Robert Sabourin:
Writer verification using texture-based features. Int. J. Document Anal. Recognit. 15(3): 213-226 (2012) - [j19]Yandre M. G. Costa, Luiz E. Soares de Oliveira, Alessandro L. Koerich, Fabien Gouyon, Jefferson G. Martins:
Music genre classification using LBP textural features. Signal Process. 92(11): 2723-2737 (2012) - [c43]Walter Ribeiro de Oliveira Jr., Edson J. R. Justino, Luiz S. Oliveira:
Authorship Attribution of Electronic Documents Comparing the Use of Normalized Compression Distance and Support Vector Machine in Authorship Attribution. ICONIP (1) 2012: 632-639 - [c42]Yandre M. G. Costa, Luiz S. Oliveira, Alessandro L. Koerich, Fabien Gouyon:
Comparing textural features for music genre classification. IJCNN 2012: 1-6 - [c41]Felipe Ribas, Luiz S. Oliveira, Alceu de Souza Britto Jr., Robert Sabourin:
Assessing handwitten digit segmentation algorithms. SAC 2012: 772-776 - 2011
- [j18]Luiz S. Oliveira, Marcelo Mansano, Alessandro L. Koerich, Alceu de Souza Britto Jr.:
2D Principal Component Analysis for Face and Facial-Expression Recognition. Comput. Sci. Eng. 13(3): 9-13 (2011) - [j17]Israel Rios, Alceu de Souza Britto Jr., Alessandro L. Koerich, Luiz E. Soares de Oliveira:
An OCR Free Method for Word Spotting in Printed Documents: the Evaluation of Different Feature Sets. J. Univers. Comput. Sci. 17(1): 48-63 (2011) - [c40]Thiago H. H. Zavaschi, Alessandro L. Koerich, Luiz E. Soares de Oliveira:
Facial expression recognition using ensemble of classifiers. ICASSP 2011: 1489-1492 - [c39]Paulo Varela, Edson J. R. Justino, Luiz S. Oliveira:
Selecting syntactic attributes for authorship attribution. IJCNN 2011: 167-172 - [c38]Diego R. Antunes, Cayley Guimaraes, Laura Sánchez García, Luiz S. Oliveira, Sueli Fernandes:
A framework to support development of Sign Language human-computer interaction: Building tools for effective information access and inclusion of the deaf. RCIS 2011: 1-12 - [c37]Paulo Varela, Edson J. R. Justino, Luiz E. S. Oliveira:
Identificação de Autoria de Textos através do uso de Classes Linguísticas da Língua Portuguesa (Authorship Identification Using Linguistic Classes for Portuguese) [in Portuguese]. STIL 2011 - 2010
- [j16]Diego Bertolini, Luiz S. Oliveira, Edson J. R. Justino, Robert Sabourin:
Reducing forgeries in writer-independent off-line signature verification through ensemble of classifiers. Pattern Recognit. 43(1): 387-396 (2010) - [j15]Regiane Kowalek Hanusiak, Edson José Rodrigues Justino, Luiz E. Soares de Oliveira, Robert Sabourin:
Identificação da Autoria de Manuscritos com Base em Atributos Genéticos e Genéricos da Escrita. RITA 17(2): 193-209 (2010) - [c36]Alessandro L. Koerich, Alceu de Souza Britto Jr., Luiz E. Soares de Oliveira:
Verification of Unconstrained Handwritten Words at Character Level. ICFHR 2010: 39-44 - [c35]Pedro Luiz de Paula Filho, Luiz S. Oliveira, Alceu de Souza Britto Jr., Robert Sabourin:
Forest Species Recognition Using Color-Based Features. ICPR 2010: 4178-4181 - [c34]Miguel Lopes, Fabien Gouyon, Alessandro L. Koerich, Luiz E. Soares de Oliveira:
Selection of Training Instances for Music Genre Classification. ICPR 2010: 4569-4572 - [c33]Israel Rios, Alceu de Souza Britto Jr., Alessandro L. Koerich, Luiz S. Oliveira:
Evaluation of different feature sets in an OCR free method for word spotting in printed documents. SAC 2010: 52-56
2000 – 2009
- 2009
- [j14]Cheila Bergamini, Luiz S. Oliveira, Alessandro L. Koerich, Robert Sabourin:
Combining different biometric traits with one-class classification. Signal Process. 89(11): 2117-2127 (2009) - [c32]Andre Pimenta, Edson J. R. Justino, Luiz S. Oliveira, Robert Sabourin:
Document reconstruction using dynamic programming. ICASSP 2009: 1393-1396 - [c31]Murilo Santos, Albert Hung-Ren Ko, Luiz S. Oliveira, Robert Sabourin, Alessandro L. Koerich, Alceu de Souza Britto Jr.:
Evaluation of Different Strategies to Optimize an HMM-Based Character Recognition System. ICDAR 2009: 666-670 - [c30]Daniel Pavelec, Luiz S. Oliveira, Edson J. R. Justino, Francisco D. Nobre Neto, Leonardo Vidal Batista:
Author Identification Using Compression Models. ICDAR 2009: 936-940 - [c29]Daniel Pavelec, Luiz S. Oliveira, Edson J. R. Justino, Francisco D. Nobre Neto, Leonardo Vidal Batista:
Compression and stylometry for author identification. IJCNN 2009: 2445-2450 - 2008
- [j13]Cinthia Obladen de Almendra Freitas, Luiz S. Oliveira, Simone B. K. Aires, Flávio Bortolozzi:
Metaclasses and Zoning Mechanism Applied to Handwriting Recognition. J. Univers. Comput. Sci. 14(2): 211-223 (2008) - [j12]Luiz S. Oliveira, Edson J. R. Justino, Robert Sabourin, Flávio Bortolozzi:
Combining Classifiers in the ROC-space for Off-line Signature Verification. J. Univers. Comput. Sci. 14(2): 237-251 (2008) - [j11]Ricardo O. Abu Hana, Cinthia Obladen de Almendra Freitas, Luiz S. Oliveira, Flávio Bortolozzi:
Crime Scene Representation (2D, 3D, Stereoscopic Projection) and Classification. J. Univers. Comput. Sci. 14(18): 2953-2966 (2008) - [j10]Daniel Pavelec, Luiz S. Oliveira, Edson J. R. Justino, Leonardo Vidal Batista:
Using Conjunctions and Adverbs for Author Verification. J. Univers. Comput. Sci. 14(18): 2967-2981 (2008) - [j9]Eduardo Vellasques, Luiz S. Oliveira, Alceu de Souza Britto Jr., Alessandro L. Koerich, Robert Sabourin:
Filtering segmentation cuts for digit string recognition. Pattern Recognit. 41(10): 3044-3053 (2008) - [j8]Luiz E. S. Oliveira, Paulo Rodrigo Cavalin, Alceu S. Britto Jr., Alessandro L. Koerich:
Inspeção Automática de Defeitos em Madeiras de Pinus usando Visão Computacional. RITA 15(2): 218- (2008) - [c28]Eulanda Miranda dos Santos, Luiz S. Oliveira, Robert Sabourin, Patrick Maupin:
Overfitting in the selection of classifier ensembles: a comparative study between PSO and GA. GECCO 2008: 1423-1424 - [c27]Albert Hung-Ren Ko, Robert Sabourin, Luiz E. Soares de Oliveira, Alceu de Souza Britto Jr.:
The implication of data diversity for a classifier-free ensemble selection in random subspaces. ICPR 2008: 1-5 - [c26]Cheila Bergamini, Luiz S. Oliveira, Alessandro L. Koerich, Robert Sabourin:
Fusion of biometric systems using one-class classification. IJCNN 2008: 1308-1313 - [c25]Daniel Pavelec, Edson J. R. Justino, Leonardo Vidal Batista, Luiz S. Oliveira:
Author identification using writer-dependent and writer-independent strategies. SAC 2008: 414-418 - [c24]Ricardo O. Abu Hana, Cinthia Obladen de Almendra Freitas, Luiz S. Oliveira, Flávio Bortolozzi:
Crime scene classification. SAC 2008: 419-423 - [c23]Diego Bertolini, Luiz S. Oliveira, Edson J. R. Justino, Robert Sabourin:
Ensemble of classifiers for off-line signature verification. SMC 2008: 283-288 - [d1]Luiz Eduardo Soares de Oliveira:
Brazilian Forensic Letter Database. Zenodo, 2008 - 2007
- [j7]Daniel Pavelec, Edson J. R. Justino, Luiz S. Oliveira:
Author Identification using Stylometric Features. Inteligencia Artif. 11(36): 59-66 (2007) - [j6]Cinthia Obladen de Almendra Freitas, Luiz S. Oliveira, Flávio Bortolozzi, Simone B. K. Aires:
Handwritten Character Recognition Using Nonsymmetrical Perceptual Zoning. Int. J. Pattern Recognit. Artif. Intell. 21(1): 135-155 (2007) - [j5]Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr., Luiz S. Oliveira:
Pairwise fusion matrix for combining classifiers. Pattern Recognit. 40(8): 2198-2210 (2007) - [c22]Luiz S. Oliveira, Edson J. R. Justino, Robert Sabourin:
Off-line Signature Verification Using Writer-Independent Approach. IJCNN 2007: 2539-2544 - [c21]Andre G. Hochuli, Luiz E. Soares de Oliveira, Alceu de Souza Britto Jr., Alessandro L. Koerich:
Detection and Classification of Human Movements in Video Scenes. PSIVT 2007: 678-691 - [c20]Jaime Dalla Valle, Luiz E. Soares de Oliveira, Alessandro L. Koerich, Alceu de Souza Britto Jr.:
People Counting in Low Density Video Sequences. PSIVT 2007: 737-748 - [c19]Cinthia Obladen de Almendra Freitas, Luiz S. Oliveira, Simone B. K. Aires, Flávio Bortolozzi:
Zoning and metaclasses for character recognition. SAC 2007: 632-636 - [c18]Cesar R. Santos, Flávio Bortolozzi, Luiz S. Oliveira, Edson J. R. Justino:
Off-line signature verification based on forensic questioned document examination approach. SAC 2007: 637-638 - 2006
- [j4]Luiz S. Oliveira, Marisa E. Morita, Robert Sabourin:
Feature selection for ensembles applied to handwriting recognition. Int. J. Document Anal. Recognit. 8(4): 262-279 (2006) - [c17]Eric Granger, Philippe Henniges, Luiz S. Oliveira, Robert Sabourin:
Particle Swarm Optimization of Fuzzy ARTMAP Parameters. IJCNN 2006: 2060-2067 - [c16]Paulo Rodrigo Cavalin, Alceu de Souza Britto Jr., Flávio Bortolozzi, Robert Sabourin, Luiz E. Soares de Oliveira:
An implicit segmentation-based method for recognition of handwritten strings of characters. SAC 2006: 836-840 - [p1]Luiz S. Oliveira, Marisa E. Morita, Robert Sabourin:
Feature Selection for Ensembles Using the Multi-Objective Optimization Approach. Multi-Objective Machine Learning 2006: 49-74 - 2005
- [c15]Luiz E. Soares de Oliveira, Marisa E. Morita, Robert Sabourin, Flávio Bortolozzi:
Multi-objective Genetic Algorithms to Create Ensemble of Classifiers. EMO 2005: 592-606 - [c14]Luiz S. Oliveira, Alceu de Souza Britto Jr., Robert Sabourin:
A Synthetic Database to Assess Segmentation Algorithms. ICDAR 2005: 207-211 - [c13]Luiz S. Oliveira, Alceu de Souza Britto Jr., Robert Sabourin:
Improving Cascading Classifiers with Particle Swarm Optimization. ICDAR 2005: 570-574 - [c12]Luiz S. Oliveira, Alceu S. Britto Jr., Robert Sabourin:
Optimizing class-related thresholds with particle swarm optimization. IJCNN 2005: 1511-1516 - [c11]Carlos Solana, Leandro A. F. Fernandes, Edson J. R. Justino, Manuel M. Oliveira, Roberto da Silva, Luiz S. Oliveira, Flávio Bortolozzi, Gustavo J. Crespo:
Document Reconstruction Based on Feature Matching. SIBGRAPI 2005: 163-170 - 2004
- [c10]Luiz S. Oliveira, Robert Sabourin:
Support vector machines for handwritten numerical string recognition. IWFHR 2004: 39-44 - [c9]Marisa E. Morita, Luiz S. Oliveira, Robert Sabourin:
Unsupervised feature selection for ensemble of classifiers. IWFHR 2004: 81-86 - 2003
- [j3]Luiz E. Soares de Oliveira, Robert Sabourin, Flávio Bortolozzi, Ching Y. Suen:
A Methodology for Feature Selection Using Multiobjective Genetic Algorithms for Handwritten Digit String Recognition. Int. J. Pattern Recognit. Artif. Intell. 17(6): 903-929 (2003) - [j2]Luiz E. Soares de Oliveira, Robert Sabourin, Flávio Bortolozzi, Ching Y. Suen:
Impacts of verification on a numeral string recognition system. Pattern Recognit. Lett. 24(7): 1023-1031 (2003) - [c8]Luiz E. Soares de Oliveira, Robert Sabourin, Flávio Bortolozzi, Ching Y. Suen:
Feature Selection for Ensembles: A Hierarchical Multi-Objective Genetic Algorithm Approach. ICDAR 2003: 676- - [c7]Paulo Vinicius Wolski Radtke, Luiz E. Soares de Oliveira, Robert Sabourin, Tony Wong:
Intelligent Zoning Design Using Multi-Objective Evolutionary Algorithms. ICDAR 2003: 824-828 - 2002
- [j1]Luiz E. Soares de Oliveira, Robert Sabourin, Flávio Bortolozzi, Ching Y. Suen:
Automatic Recognition of Handwritten Numerical Strings: A Recognition and Verification Strategy. IEEE Trans. Pattern Anal. Mach. Intell. 24(11): 1438-1454 (2002) - [c6]Luiz E. Soares de Oliveira, Robert Sabourin, Flávio Bortolozzi, Ching Y. Suen:
Feature Selection Using Multi-Objective Genetic Algorithms for Handwritten Digit Recognition. ICPR (1) 2002: 568-571 - 2001
- [c5]Luiz E. Soares de Oliveira, Robert Sabourin, Flávio Bortolozzi, Ching Y. Suen:
A Modular System to Recognize Numerical Amounts on Brazilian Bank Checks. ICDAR 2001: 389-395 - [c4]Luiz E. Soares de Oliveira, Robert Sabourin, Flávio Bortolozzi, Ching Y. Suen:
High-Level Verification of Handwritten Numeral Strings. SIBGRAPI 2001: 36-43 - [c3]Luiz E. Soares de Oliveira, N. Benahmed, Robert Sabourin, Flávio Bortolozzi, Ching Y. Suen:
Feature Subset Selection Using Genetic Algorithms for Handwritten Digit Recognition. SIBGRAPI 2001: 362- - 2000
- [c2]Luiz E. Soares de Oliveira, Edouard Lethelier, Flávio Bortolozzi, Robert Sabourin:
A New Segmentation Approach for Handwritten Digits. ICPR 2000: 2323-2326 - [c1]Luiz E. Soares de Oliveira, Edouard Lethelier, Flávio Bortolozzi, Robert Sabourin:
Handwritten Digits Segmentation Based on Structural Approach. SIBGRAPI 2000: 67-73
Coauthor Index
[j71] [j65] [j64] [j63] [j62] [j61] [c107] [i34] [j60] [j53] [c105] [i33] [j52] [j51] [j50] [c102] [c101] [c100] [c98] [i32] [i31] [i30] [i29] [i27] [i25] [i22] [c96] [c94] [c92] [c90] [c89] [c87] [c86] [c85] [i19] [i18] [i17] [i16] [i15] [i13] [j45] [j43] [j40] [j39] [c82] [c81] [c80] [c79] [c78] [c76] [c73] [i10] [i9] [c71] [i7] [c63] [c60] [j30] [j29] [c57] [c55] [j27] [j26] [c50] [i1] [j24] [j22] [c44] [c41] [j18] [j17] [c36] [c35] [c33] [c31] [j9] [j8] [c27] [j5] [c21] [c20] [c16] [c14] [c13] [c12]
George D. C. Cavalcanti
aka: George Darmiton da Cunha Cavalcanti
aka: George Darmiton da Cunha Cavalcanti
Paulo Rodrigo Cavalin
aka: Paulo R. Cavalin
aka: Paulo R. Cavalin
Yandre M. G. Costa
aka: Yandre Maldonado e Gomes da Costa
aka: Yandre Maldonado e Gomes da Costa
Cinthia Obladen de Almendra Freitas
aka: Cinthia O. de A. Freitas
aka: Cinthia O. de A. Freitas
Andre G. Hochuli
aka: Andre Gustavo Hochuli
aka: Andre Gustavo Hochuli
Edson José Rodrigues Justino
aka: Edson J. R. Justino
aka: Edson J. R. Justino
Alessandro L. Koerich
aka: Alessandro Lameiras Koerich
aka: Alessandro Lameiras Koerich
[j65] [j60] [j53] [j51] [j50] [j49] [c102] [c100] [i31] [i27] [i25] [i22] [j46] [c95] [i21] [i14] [j43] [j41] [j40] [j39] [c80] [c79] [c78] [i11] [i10] [i8] [j34] [c71] [c70] [i6] [c65] [c64] [c63] [c61] [c60] [i4] [i3] [j29] [c58] [c56] [c55] [i2] [j26] [c52] [i1] [j23] [j22] [j21] [j20] [c41] [j16] [j15] [c35] [j14] [c32] [c31] [j12] [j9] [c28] [c27] [c26] [c23] [j5] [c22] [j4] [c17] [c16] [p1] [c15] [c14] [c13] [c12] [c10] [c9] [j3] [j2] [c8] [c7] [j1] [c6] [c5] [c4] [c3] [c2] [c1]
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