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Journal Articles
- 2024
[j18]Natalia de Sousa Freire, Pedro Paulo de Souza Leo, Leonardo Albuquerque Tiago, Alberto de Almeida Campos Gonalves, Rafael Albuquerque Pinto, Eulanda Miranda dos Santos, Eduardo Souto:
Analysis of generalizability on predicting COVID-19 from chest X-ray images using pre-trained deep models. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 11(7): 2725-2735 (2024)- 2023
- [j17]Paulo Cezar de Q. Hermida
, Eulanda M. dos Santos:
Detecting hate speech in memes: a review. Artif. Intell. Rev. 56(11): 12833-12851 (2023) - [j16]Bernardo Bentes Gatto, Juan Gabriel Colonna, Eulanda Miranda dos Santos, Alessandro Lameiras Koerich, Kazuhiro Fukui:
Discriminative Singular Spectrum Classifier with applications on bioacoustic signal recognition. Digit. Signal Process. 133: 103858 (2023) - [j15]Fagner Cunha, Eulanda M. dos Santos, Juan Gabriel Colonna:
Bag of tricks for long-tail visual recognition of animal species in camera-trap images. Ecol. Informatics 76: 102060 (2023) - 2022
- [j14]Bernardo B. Gatto, Eulanda M. dos Santos, Waldir S. S. Júnior:
Pattern-set Representations using Linear, Shallow and Tensor Subspaces. CLEI Electron. J. 25(1) (2022) - [j13]Kevin G. Montero Quispe, Daniel M. S. Utyiama, Eulanda M. dos Santos, Horácio A. B. F. Oliveira, Eduardo James Pereira Souto:
Applying Self-Supervised Representation Learning for Emotion Recognition Using Physiological Signals. Sensors 22(23): 9102 (2022) - 2021
- [j12]Bernardo B. Gatto, Eulanda M. dos Santos, Marco A. F. Molinetti, Kazuhiro Fukui:
Multilinear clustering via tensor Fukunaga-Koontz transform with Fisher eigenspectrum regularization. Appl. Soft Comput. 113(Part): 107899 (2021) - [j11]Bernardo B. Gatto, Eulanda Miranda dos Santos, Alessandro L. Koerich, Kazuhiro Fukui, Waldir S. S. Junior:
Tensor analysis with n-mode generalized difference subspace. Expert Syst. Appl. 171: 114559 (2021) - [j10]Marcia Henke, Eulanda Miranda dos Santos, Eduardo Souto, Altair Olivo Santin:
Spam Detection Based on Feature Evolution to Deal with Concept Drift. J. Univers. Comput. Sci. 27(4): 364-386 (2021) - [j9]Bernardo B. Gatto, Eulanda Miranda dos Santos, Kazuhiro Fukui, Waldir S. S. Junior, Kenny V. dos Santos:
Correction to: Fukunaga-Koontz Convolutional Network with Applications on Character Classification. Neural Process. Lett. 53(1): 863 (2021) - [j8]Max Willian Soares Lima, Leonardo Guimarães, Eulanda Miranda dos Santos, Edleno Silva de Moura, Rafael Kohler Costa, Marco Levorato, Horacio A. B. Fernandes de Oliveira:
A Small World Graph Approach for an Efficient Indoor Positioning System. Sensors 21(15): 5013 (2021) - 2020
- [j7]Felipe Azevedo Pinage, Eulanda Miranda dos Santos, João Gama:
A drift detection method based on dynamic classifier selection. Data Min. Knowl. Discov. 34(1): 50-74 (2020) - [j6]Bernardo B. Gatto, Lincon Sales de Souza, Eulanda Miranda dos Santos, Kazuhiro Fukui, Waldir Sabino da Silva Jr., Kenny V. dos Santos:
A semi-supervised convolutional neural network based on subspace representation for image classification. EURASIP J. Image Video Process. 2020(1): 22 (2020) - [j5]Bernardo B. Gatto, Eulanda Miranda dos Santos, Kazuhiro Fukui, Waldir S. S. Junior, Kenny V. dos Santos:
Fukunaga-Koontz Convolutional Network with Applications on Character Classification. Neural Process. Lett. 52(1): 443-465 (2020) - [j4]Rosana Noronha Gemaque, Albert França Josuá Costa, Rafael Giusti, Eulanda Miranda dos Santos:
An overview of unsupervised drift detection methods. WIREs Data Mining Knowl. Discov. 10(6) (2020) - 2016
- [j3]Felipe Azevedo Pinage, Eulanda Miranda dos Santos, João Manuel Portela da Gama:
Classification systems in dynamic environments: an overview. WIREs Data Mining Knowl. Discov. 6(5): 156-166 (2016) - 2009
- [j2]Eulanda Miranda dos Santos, Robert Sabourin, Patrick Maupin:
Overfitting cautious selection of classifier ensembles with genetic algorithms. Inf. Fusion 10(2): 150-162 (2009) - 2008
- [j1]Eulanda Miranda dos Santos, Robert Sabourin, Patrick Maupin:
A dynamic overproduce-and-choose strategy for the selection of classifier ensembles. Pattern Recognit. 41(10): 2993-3009 (2008)
Conference and Workshop Papers
- 2023
- [c35]Luiz Alencar, Fagner Cunha, Eulanda M. dos Santos:
A Context-Aware Approach for Filtering Empty Images in Camera Trap Data Using Siamese Network. SIBGRAPI 2023: 85-90 - 2021
- [c34]Fagner Cunha, Eulanda M. dos Santos, Raimundo S. Barreto, Juan Gabriel Colonna:
Filtering Empty Camera Trap Images in Embedded Systems. CVPR Workshops 2021: 2438-2446 - [c33]Luciana R. Costa, Alexandre M. Uchoa, Rafael Giusti, Eulanda M. dos Santos, Agemilson Pimentel, Caio F. S. Cruz, Ruan J. S. Belém, André S. Costa, Anderson S. Jesus, Lucas Gabriel Coimbra Evangelista, Osmar A. da Silva:
Detecting Test Audio Signal Automatically with Fourier Analysis and Pattern Recognition. ICCE-TW 2021: 1-2 - 2020
- [c32]Bernardo B. Gatto, Eulanda Miranda dos Santos, Juan Gabriel Colonna, Naoya Sogi, Lincon Sales de Souza, Kazuhiro Fukui:
Discriminative Singular Spectrum Analysis for Bioacoustic Classification. INTERSPEECH 2020: 2887-2891 - 2019
- [c31]Bernardo B. Gatto, Marco A. F. Mollinetti, Eulanda Miranda dos Santos, Kazuhiro Fukui:
Tensor Fukunaga-Koontz Transform for Hierarchical Clustering. BRACIS 2019: 150-155 - [c30]Regis Antonio Saraiva Albuquerque, Albert Franca Josua Costa, Eulanda Miranda dos Santos, Robert Sabourin, Rafael Giusti:
A Decision-Based Dynamic Ensemble Selection Method for Concept Drift. ICTAI 2019: 1132-1139 - 2018
- [c29]Albert Franca Josua Costa, Regis Antonio Saraiva Albuquerque, Eulanda Miranda dos Santos:
A Drift Detection Method Based on Active Learning. IJCNN 2018: 1-8 - [c28]Max Willian Soares Lima, Horacio A. B. Fernandes de Oliveira, Eulanda Miranda dos Santos, Edleno Silva de Moura, Rafael Kohler Costa, Marco Levorato:
Efficient and Robust WiFi Indoor Positioning Using Hierarchical Navigable Small World Graphs. NCA 2018: 1-5 - [c27]Airton Gaio Junior, Eulanda Miranda dos Santos:
A Method for Opinion Classification in Video Combining Facial Expressions and Gestures. SIBGRAPI 2018: 33-40 - 2017
- [c26]Michel Marialva Yvano, Bernardo Bentes Gatto, Eulanda Miranda dos Santos:
A Method to Detect Boats in Images of the Amazonian Rivers. BRACIS 2017: 264-269 - [c25]Bernardo Bentes Gatto, Eulanda Miranda dos Santos, Kazuhiro Fukui:
Subspace-Based Convolutional Network for Handwritten Character Recognition. ICDAR 2017: 1044-1049 - [c24]Bernardo B. Gatto, Eulanda Miranda dos Santos:
Discriminative canonical correlation analysis network for image classification. ICIP 2017: 4487-4491 - [c23]Bernardo B. Gatto, Anna Bogdanova, Lincon Sales de Souza, Eulanda Miranda dos Santos:
Hankel subspace method for efficient gesture representation. MLSP 2017: 1-6 - [c22]Bernardo B. Gatto, Juan Gabriel Colonna, Eulanda Miranda dos Santos, Eduardo Freire Nakamura:
Mutual singular spectrum analysis for bioacoustics classification. MLSP 2017: 1-6 - [c21]Bernardo Bentes Gatto, Lincon Sales de Souza, Eulanda Miranda dos Santos:
A deep network model based on subspaces: A novel approach for image classification. MVA 2017: 436-439 - [c20]Bernardo Bentes Gatto, Eulanda Miranda dos Santos, Waldir Sabino da Silva Jr.:
Orthogonal Hankel Subspaces for Applications in Gesture Recognition. SIBGRAPI 2017: 429-435 - 2016
- [c19]Bernardo B. Gatto, Eulanda Miranda dos Santos:
Image-Set Matching by Two Dimensional Generalized Mutual Subspace Method. BRACIS 2016: 133-138 - [c18]Bernardo B. Gatto, Waldir Sabino da Silva Jr., Eulanda Miranda dos Santos:
Kernel Two Dimensional Subspace for Image Set Classification. ICTAI 2016: 1004-1011 - [c17]Juan Gabriel Colonna, Bernardo B. Gatto, Eduardo Freire Nakamura, Eulanda Miranda dos Santos:
Poster Abstract: A Framework for Chainsaw Detection Using One-Class and WSNs. IPSN 2016: 35:1-35:2 - [c16]Juan Gabriel Colonna, Bernardo B. Gatto, Eulanda Miranda dos Santos, Eduardo Freire Nakamura:
A Framework for Chainsaw Detection Using One-Class Kernel and Wireless Acoustic Sensor Networks into the Amazon Rainforest. MDM (Workshops) 2016: 34-36 - 2015
- [c15]Felipe Azevedo Pinage, Eulanda Miranda dos Santos:
A Dissimilarity-Based Drift Detection Method. ICTAI 2015: 1069-1076 - [c14]Diego Rodrigues, Altigran S. da Silva, Rosiane Rodrigues, Eulanda Miranda dos Santos:
Using active learning techniques for improving database schema matching methods. IJCNN 2015: 1-8 - [c13]Marcia Henke, Eduardo Souto, Eulanda Miranda dos Santos:
Analysis of the evolution of features in classification problems with concept drift: Application to spam detection. IM 2015: 874-877 - [c12]Luiz Carlos A. M. Cavalcanti, José Reginaldo Hughes Carvalho, Eulanda Miranda dos Santos:
A Comparison on Supervised Machine Learning Classification Techniques for Semantic Segmentation of Aerial Images of Rain Forest Regions. VISAPP (1) 2015: 498-504 - 2013
- [c11]Joacir Marques de Oliveira, Eulanda Miranda dos Santos, José Reginaldo Hughes Carvalho, Leyne Abuim de Vasconcelos Marques:
Ensemble of heterogeneous classifiers applied to lithofacies classification using logs from different wells. IJCNN 2013: 1-6 - 2012
- [c10]Juan Gabriel Colonna, Afonso D. Ribas, Eulanda Miranda dos Santos, Eduardo Freire Nakamura:
Feature subset selection for automatically classifying anuran calls using sensor networks. IJCNN 2012: 1-8 - [c9]Angelo Eduardo Nunan, Eduardo Souto, Eulanda Miranda dos Santos, Eduardo Feitosa:
Automatic classification of cross-site scripting in web pages using document-based and URL-based features. ISCC 2012: 702-707 - [c8]Clayton Santos, Eulanda Miranda dos Santos, Eduardo Souto:
Nudity detection based on image zoning. ISSPA 2012: 1098-1103 - 2011
- [c7]Eulanda Miranda dos Santos, Robert Sabourin:
Classifier ensembles optimization guided by population oracle. IEEE Congress on Evolutionary Computation 2011: 693-698 - 2008
- [c6]Eulanda Miranda dos Santos, Robert Sabourin, Patrick Maupin:
Pareto analysis for the selection of classifier ensembles. GECCO 2008: 681-688 - [c5]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 - 2007
- [c4]Eulanda Miranda dos Santos, Robert Sabourin, Patrick Maupin:
Ambiguity-guided dynamic selection of ensemble of classifiers. FUSION 2007: 1-8 - 2006
- [c3]Eulanda Miranda dos Santos, Robert Sabourin, Patrick Maupin:
Single and Multi-Objective Genetic Algorithms for the Selection of Ensemble of Classifiers. IJCNN 2006: 3070-3077 - 2002
- [c2]Eulanda Miranda dos Santos, Herman Martins Gomes:
A Comparative Study of Polynomial Kernel SVM Applied to Appearance-Based Object Recognition. SVM 2002: 408-418 - 2001
- [c1]Eulanda Miranda dos Santos, Herman Martins Gomes:
Appearance-Based Object Recognition Using Support Vector Machines. SIBGRAPI 2001: 399
Informal and Other Publications
- 2022
- [i5]Fagner Cunha, Eulanda M. dos Santos, Juan Gabriel Colonna:
Bag of Tricks for Long-Tail Visual Recognition of Animal Species in Camera Trap Images. CoRR abs/2206.12458 (2022) - 2021
- [i4]Bernardo B. Gatto, Juan Gabriel Colonna, Eulanda Miranda dos Santos, Alessandro L. Koerich, Kazuhiro Fukui:
Discriminative Singular Spectrum Classifier with Applications on Bioacoustic Signal Recognition. CoRR abs/2103.10166 (2021) - [i3]Fagner Cunha, Eulanda M. dos Santos, Raimundo S. Barreto, Juan Gabriel Colonna:
Filtering Empty Camera Trap Images in Embedded Systems. CoRR abs/2104.08859 (2021) - 2019
- [i2]Bernardo B. Gatto, Eulanda Miranda dos Santos, Alessandro L. Koerich, Kazuhiro Fukui, Waldir S. S. Junior:
Tensor Analysis with n-Mode Generalized Difference Subspace. CoRR abs/1909.01954 (2019) - [i1]Regis Antonio Saraiva Albuquerque, Albert Franca Josua Costa, Eulanda Miranda dos Santos, Robert Sabourin, Rafael Giusti:
A Decision-Based Dynamic Ensemble Selection Method for Concept Drift. CoRR abs/1909.12185 (2019)
Coauthor Index
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last updated on 2024-04-25 05:42 CEST by the dblp team
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