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ORCIDAlceu S. Britto Jr.
- > Home > Persons > Alceu S. Britto Jr.
Publications
- 2025
[j46]Bruna Rossetto Delazeri
, Andre Gustavo Hochuli, Jean Paul Barddal, Alessandro Lameiras Koerich, Alceu de Souza Britto Jr.:
Representation ensemble learning applied to facial expression recognition. Neural Comput. Appl. 37(1): 417-438 (2025)- [j45]Cristiano Mesquita Garcia, Ramon Abílio, Alessandro Lameiras Koerich, Alceu de Souza Britto Jr., Jean Paul Barddal:
Concept Drift Adaptation in Text Stream Mining Settings: A Systematic Review. ACM Trans. Intell. Syst. Technol. 16(2): 27:1-27:67 (2025) - 2024
- [c115]Bruno Yuiti Leão Imai, Cristiano Mesquita Garcia, Marcio Vinicius Rocha, Alessandro Lameiras Koerich, Alceu de Souza Britto Jr., Jean Paul Barddal:
Is it Fine to Tune? Evaluating SentenceBERT Fine-tuning for Brazilian Portuguese Text Stream Classification. IEEE Big Data 2024: 1765-1774 - [c112]Luciana Trinkaus Menon, Luiz Carlos Ribeiro Neduziak, Jean Paul Barddal, Alessandro Lameiras Koerich, Alceu de Souza Britto Junior:
Dynamic Modality and View Selection for Emotion Recognition: An Experimental Study on Missing Modality Evaluation. ICPR (Workshops and Challenges, 4) 2024: 151-166 - [c111]Israel A. Laurensi R., Alceu de Souza Britto Jr., Jean Paul Barddal, Alessandro Lameiras Koerich:
Alleviating Catastrophic Forgetting in Facial Expression Recognition with Emotion-Centered Models. ICPR (9) 2024: 208-224 - [c110]Cristiano Mesquita Garcia, Alessandro Lameiras Koerich, Alceu de Souza Britto Junior, Jean Paul Barddal:
Improving Sampling Methods for Fine-Tuning SentenceBERT in Text Streams. ICPR (19) 2024: 445-459 - [i46]Cristiano Mesquita Garcia, Alessandro Lameiras Koerich, Alceu de Souza Britto Jr., Jean Paul Barddal:
Methods for Generating Drift in Text Streams. CoRR abs/2403.12328 (2024) - [i45]Cristiano Mesquita Garcia, Alessandro Lameiras Koerich, Alceu de Souza Britto Jr., Jean Paul Barddal:
Improving Sampling Methods for Fine-tuning SentenceBERT in Text Streams. CoRR abs/2403.15455 (2024) - [i44]Luciana Trinkaus Menon, Luiz Carlos Ribeiro Neduziak, Jean Paul Barddal, Alessandro Lameiras Koerich, Alceu de Souza Britto Jr.:
Dynamic Modality and View Selection for Multimodal Emotion Recognition with Missing Modalities. CoRR abs/2404.12251 (2024) - [i43]Israel A. Laurensi R., Alceu de Souza Britto Jr., Jean Paul Barddal, Alessandro Lameiras Koerich:
Alleviating Catastrophic Forgetting in Facial Expression Recognition with Emotion-Centered Models. CoRR abs/2404.12260 (2024) - [i42]Mohamed El Amine Meguenani, Alceu de Souza Britto Jr., Alessandro Lameiras Koerich:
Music Genre Classification using Large Language Models. CoRR abs/2410.08321 (2024) - 2023
- [j39]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) - [i39]Cristiano Mesquita Garcia, Ramon Simoes Abilio, Alessandro Lameiras Koerich, Alceu de Souza Britto Jr., Jean Paul Barddal:
Concept Drift Adaptation in Text Stream Mining Settings: A Comprehensive Review. CoRR abs/2312.02901 (2023) - 2022
- [j37]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) - [c98]Bruna Rossetto Delazeri, Leonardo León Vera, Jean Paul Barddal, Alessandro L. Koerich, Alceu S. Britto Jr.:
Evaluation of Self-taught Learning-based Representations for Facial Emotion Recognition. IJCNN 2022: 1-8 - [c92]Caio da S. Dias, Alceu S. Britto Jr., Jean Paul Barddal, Laurent Heutte, Alessandro L. Koerich:
Pattern Spotting and Image Retrieval in Historical Documents using Deep Hashing. SMC 2022: 2869-2875 - [i38]Steve T. M. Ataky, Diego Saqui, Jonathan de Matos, Alceu S. Britto Jr., Alessandro L. Koerich:
Multiscale Analysis for Improving Texture Classification. CoRR abs/2204.09841 (2022) - [i37]Bruna Rossetto Delazeri, Leonardo León Vera, Alceu S. Britto Jr., Jean Paul Barddal, Alessandro L. Koerich:
Evaluation of Self-taught Learning-based Representations for Facial Emotion Recognition. CoRR abs/2204.12624 (2022) - [i36]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) - [i34]Caio da S. Dias, Alceu de Souza Britto Jr., Jean Paul Barddal, Laurent Heutte, Alessandro L. Koerich:
Pattern Spotting and Image Retrieval in Historical Documents using Deep Hashing. CoRR abs/2208.02397 (2022) - 2021
- [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
- [c85]Sevegni Odilon Clement Allognon, Alceu de Souza Britto Jr., Alessandro L. Koerich:
Continuous Emotion Recognition via Deep Convolutional Autoencoder and Support Vector Regressor. IJCNN 2020: 1-8 - [c84]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 - [c80]Karl M. Koerich, Mohammad Esmailpour, Sajjad Abdoli, Alceu S. Britto Jr., Alessandro L. Koerich:
Cross-Representation Transferability of Adversarial Attacks: From Spectrograms to Audio Waveforms. IJCNN 2020: 1-7 - [i31]Sevegni Odilon Clement Allognon, Alessandro L. Koerich, Alceu de Souza Britto Jr.:
Continuous Emotion Recognition via Deep Convolutional Autoencoder and Support Vector Regressor. CoRR abs/2001.11976 (2020) - [i30]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) - [i26]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) - 2019
- [j26]Daniel Vriesman, Alceu de Souza Britto Jr., Alessandro Zimmer, Alessandro L. Koerich, Rodrigo Paludo:
Automatic visual inspection of thermoelectric metal pipes. Signal Image Video Process. 13(5): 975-983 (2019) - [c74]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 - [c70]Daniel Vriesman, Alceu S. Britto Jr., Alessandro Zimmer, Alessandro Lameiras Koerich:
Texture CNN for Thermoelectric Metal Pipe Image Classification. ICTAI 2019: 569-574 - [c69]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 - [c67]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 - [c63]Dylan C. Tannugi, Alceu S. Britto Jr., Alessandro L. Koerich:
Memory Integrity of CNNs for Cross-Dataset Facial Expression Recognition. SMC 2019: 3826-3831 - [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]Alexandre Reeberg de Mello, Jonathan de Matos, Marcelo Ricardo Stemmer, Alceu de Souza Britto Jr., Alessandro Lameiras Koerich:
A Novel Orthogonal Direction Mesh Adaptive Direct Search Approach for SVM Hyperparameter Tuning. CoRR abs/1904.11649 (2019) - [i16]Daniel Vriesman, Alessandro Zimmer, Alceu S. Britto Jr., Alessandro L. Koerich:
Texture CNN for Thermoelectric Metal Pipe Image Classification. CoRR abs/1905.12003 (2019) - [i15]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) - [i14]Dylan C. Tannugi, Alceu S. Britto Jr., Alessandro L. Koerich:
Memory Integrity of CNNs for Cross-Dataset Facial Expression Recognition. CoRR abs/1905.12082 (2019) - [i13]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) - [i12]Israel A. Laurensi R., Luciana Trinkaus Menon, Manoel Camillo O. Penna N., Alessandro L. Koerich, Alceu S. Britto Jr.:
Style Transfer Applied to Face Liveness Detection with User-Centered Models. CoRR abs/1907.07270 (2019) - [i11]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) - [i10]Karl M. Koerich, Mohammad Esmailpour, Sajjad Abdoli, Alceu S. Britto Jr., Alessandro L. Koerich:
Cross-Representation Transferability of Adversarial Perturbations: From Spectrograms to Audio Waveforms. CoRR abs/1910.10106 (2019) - 2018
- [c61]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 - [c55]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 - 2017
- [c51]Jhony K. Pontes, Clinton Fookes, Alceu S. Britto Jr., Alessandro L. Koerich:
Two-stage facial age prediction using group-specific features. ICASSP 2017: 2577-2581 - [c49]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 - [c47]Voncarlos Araujo, Alceu S. Britto Jr., Andre L. Brun, Alessandro L. Koerich, Rosane Palate:
Multiple classifier system for plant leaf recognition. SMC 2017: 1880-1885 - [i2]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) - 2016
- [j20]Jhony K. Pontes, Alceu S. Britto Jr., Clinton Fookes, Alessandro L. Koerich:
A flexible hierarchical approach for facial age estimation based on multiple features. Pattern Recognit. 54: 34-51 (2016) - 2015
- [j19]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) - [c41]Andreia Marini, Alef J. Turatti, Alceu S. Britto Jr., Alessandro L. Koerich:
Visual and acoustic identification of bird species. ICASSP 2015: 2309-2313 - [c39]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 - 2014
- [c38]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 - 2013
- [j15]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) - [j14]Hideson Alves da Silva, Alceu de Souza Britto Jr., Luis Eduardo Soares de Oliveira, Alessandro L. Koerich:
Network infrastructure design with a multilevel algorithm. Expert Syst. Appl. 40(9): 3471-3480 (2013) - [c37]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 - 2012
- [c34]Paulo Ricardo Lisboa de Almeida, Eunelson Jose da Silva Junior, Tatiana Montes Celinski, Alceu de Souza Britto Jr., Luis Eduardo Soares de Oliveira, Alessandro Lameiras Koerich:
Music genre classification using dynamic selection of ensemble of classifiers. SMC 2012: 2700-2705 - 2011
- [j12]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) - [j11]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) - 2010
- [c32]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 - [c30]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 - 2009
- [c29]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 - 2008
- [j5]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) - [j4]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) - 2007
- [c22]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 - [c21]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 - [c20]Andre G. Hochuli, Alceu de Souza Britto Jr., Alessandro L. Koerich:
Detection of non-conventional events on video scenes. SMC 2007: 302-307
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