Appearance-Based Object Recognition Using Support Vector Machines. - Eulanda Miranda dos Santos; Herman Martins Gomes (SIBGRAPI, 2001)

A Comparative Study of Polynomial Kernel SVM Applied to Appearance-Based Object Recognition. - Eulanda Miranda dos Santos; Herman Martins Gomes (SVM, 2002)

Single and Multi-Objective Genetic Algorithms for the Selection of Ensemble of Classifiers. - Eulanda Miranda dos Santos; Robert Sabourin; Patrick Maupin (IJCNN, 2006)

Ambiguity-guided dynamic selection of ensemble of classifiers. - Eulanda Miranda dos Santos; Robert Sabourin; Patrick Maupin (FUSION, 2007)

Overfitting in the selection of classifier ensembles: a comparative study between PSO and GA. - Eulanda Miranda dos Santos; Luiz S. Oliveira; Robert Sabourin; Patrick Maupin (GECCO, 2008)

Pareto analysis for the selection of classifier ensembles. - Eulanda Miranda dos Santos; Robert Sabourin; Patrick Maupin (GECCO, 2008)

A dynamic overproduce-and-choose strategy for the selection of classifier ensembles. - Eulanda Miranda dos Santos; Robert Sabourin; Patrick Maupin (Pattern Recognit., 2008)

Overfitting cautious selection of classifier ensembles with genetic algorithms. - Eulanda Miranda dos Santos; Robert Sabourin; Patrick Maupin (Inf. Fusion, 2009)

Classifier ensembles optimization guided by population oracle. - Eulanda Miranda dos Santos; Robert Sabourin (IEEE Congress on Evolutionary Computation, 2011)

Feature subset selection for automatically classifying anuran calls using sensor networks. - Juan Gabriel Colonna; Afonso D. Ribas; Eulanda Miranda dos Santos; Eduardo Freire Nakamura (IJCNN, 2012)

Automatic classification of cross-site scripting in web pages using document-based and URL-based features. - Angelo Eduardo Nunan; Eduardo Souto; Eulanda Miranda dos Santos; Eduardo Feitosa (ISCC, 2012)

Nudity detection based on image zoning. - Clayton Santos; Eulanda Miranda dos Santos; Eduardo Souto (ISSPA, 2012)

Ensemble of heterogeneous classifiers applied to lithofacies classification using logs from different wells. - Joacir Marques de Oliveira; Eulanda Miranda dos Santos; José Reginaldo Hughes Carvalho; Leyne Abuim de Vasconcelos Marques (IJCNN, 2013)

A Dissimilarity-Based Drift Detection Method. - Felipe Azevedo Pinage; Eulanda Miranda dos Santos (ICTAI, 2015)

Using active learning techniques for improving database schema matching methods. - Diego Rodrigues; Altigran S. da Silva; Rosiane Rodrigues; Eulanda Miranda dos Santos (IJCNN, 2015)

Analysis of the evolution of features in classification problems with concept drift: Application to spam detection. - Marcia Henke; Eduardo Souto; Eulanda Miranda dos Santos (IM, 2015)

A Comparison on Supervised Machine Learning Classification Techniques for Semantic Segmentation of Aerial Images of Rain Forest Regions. - Luiz Carlos A. M. Cavalcanti; José Reginaldo Hughes Carvalho; Eulanda Miranda dos Santos (VISAPP (1), 2015)

Image-Set Matching by Two Dimensional Generalized Mutual Subspace Method. - Bernardo B. Gatto; Eulanda Miranda dos Santos (BRACIS, 2016)

Kernel Two Dimensional Subspace for Image Set Classification. - Bernardo B. Gatto; Waldir Sabino da Silva Jr.; Eulanda Miranda dos Santos (ICTAI, 2016)

Poster Abstract: A Framework for Chainsaw Detection Using One-Class and WSNs. - Juan Gabriel Colonna; Bernardo B. Gatto; Eduardo Freire Nakamura; Eulanda Miranda dos Santos (IPSN, 2016)

A Framework for Chainsaw Detection Using One-Class Kernel and Wireless Acoustic Sensor Networks into the Amazon Rainforest. - Juan Gabriel Colonna; Bernardo B. Gatto; Eulanda Miranda dos Santos; Eduardo Freire Nakamura (MDM (Workshops), 2016)

Classification systems in dynamic environments: an overview. - Felipe Azevedo Pinage; Eulanda Miranda dos Santos; João Manuel Portela da Gama (WIREs Data Mining Knowl. Discov., 2016)

A Method to Detect Boats in Images of the Amazonian Rivers. - Michel Marialva Yvano; Bernardo Bentes Gatto; Eulanda Miranda dos Santos (BRACIS, 2017)

Subspace-Based Convolutional Network for Handwritten Character Recognition. - Bernardo Bentes Gatto; Eulanda Miranda dos Santos; Kazuhiro Fukui (ICDAR, 2017)

Discriminative canonical correlation analysis network for image classification. - Bernardo B. Gatto; Eulanda Miranda dos Santos (ICIP, 2017)

Hankel subspace method for efficient gesture representation. - Bernardo B. Gatto; Anna Bogdanova; Lincon Sales de Souza; Eulanda Miranda dos Santos (MLSP, 2017)

Mutual singular spectrum analysis for bioacoustics classification. - Bernardo B. Gatto; Juan Gabriel Colonna; Eulanda Miranda dos Santos; Eduardo Freire Nakamura (MLSP, 2017)

A deep network model based on subspaces: A novel approach for image classification. - Bernardo Bentes Gatto; Lincon Sales de Souza; Eulanda Miranda dos Santos (MVA, 2017)

Orthogonal Hankel Subspaces for Applications in Gesture Recognition. - Bernardo Bentes Gatto; Eulanda Miranda dos Santos; Waldir Sabino da Silva Jr. (SIBGRAPI, 2017)

A Drift Detection Method Based on Active Learning. - Albert Franca Josua Costa; Regis Antonio Saraiva Albuquerque; Eulanda Miranda dos Santos (IJCNN, 2018)

Efficient and Robust WiFi Indoor Positioning Using Hierarchical Navigable Small World Graphs. - Max Willian Soares Lima; Horacio A. B. Fernandes de Oliveira; Eulanda Miranda dos Santos; Edleno Silva de Moura; Rafael Kohler Costa; Marco Levorato (NCA, 2018)

A Method for Opinion Classification in Video Combining Facial Expressions and Gestures. - Airton Gaio Junior; Eulanda Miranda dos Santos (SIBGRAPI, 2018)

Tensor Fukunaga-Koontz Transform for Hierarchical Clustering. - Bernardo B. Gatto; Marco A. F. Mollinetti; Eulanda Miranda dos Santos; Kazuhiro Fukui (BRACIS, 2019)

A Decision-Based Dynamic Ensemble Selection Method for Concept Drift. - Regis Antonio Saraiva Albuquerque; Albert Franca Josua Costa; Eulanda Miranda dos Santos; Robert Sabourin; Rafael Giusti (ICTAI, 2019)

Discriminative Singular Spectrum Analysis for Bioacoustic Classification. - Bernardo B. Gatto; Eulanda Miranda dos Santos; Juan Gabriel Colonna; Naoya Sogi; Lincon Sales de Souza; Kazuhiro Fukui (INTERSPEECH, 2020)

A drift detection method based on dynamic classifier selection. - Felipe Azevedo Pinage; Eulanda Miranda dos Santos; João Gama 001 (Data Min. Knowl. Discov., 2020)

A semi-supervised convolutional neural network based on subspace representation for image classification. - Bernardo B. Gatto; Lincon Sales de Souza; Eulanda Miranda dos Santos; Kazuhiro Fukui; Waldir S. S. Júnior; Kenny V. dos Santos (EURASIP J. Image Video Process., 2020)

Fukunaga-Koontz Convolutional Network with Applications on Character Classification. - Bernardo B. Gatto; Eulanda Miranda dos Santos; Kazuhiro Fukui; Waldir S. S. Júnior; Kenny V. dos Santos (Neural Process. Lett., 2020)

An overview of unsupervised drift detection methods. - Rosana Noronha Gemaque; Albert França Josuá Costa; Rafael Giusti; Eulanda Miranda dos Santos (WIREs Data Mining Knowl. Discov., 2020)

Filtering Empty Camera Trap Images in Embedded Systems. - Fagner Cunha; Eulanda M. dos Santos; Raimundo S. Barreto; Juan Gabriel Colonna (CVPR Workshops, 2021)

Detecting Test Audio Signal Automatically with Fourier Analysis and Pattern Recognition. - 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 (ICCE-TW, 2021)

Multilinear clustering via tensor Fukunaga-Koontz transform with Fisher eigenspectrum regularization. - Bernardo B. Gatto; Eulanda M. dos Santos; Marco A. F. Molinetti; Kazuhiro Fukui (Appl. Soft Comput., 2021)

Tensor analysis with n-mode generalized difference subspace. - Bernardo B. Gatto; Eulanda Miranda dos Santos; Alessandro L. Koerich; Kazuhiro Fukui; Waldir S. S. Júnior (Expert Syst. Appl., 2021)

Spam Detection Based on Feature Evolution to Deal with Concept Drift. - Marcia Henke; Eulanda Miranda dos Santos; Eduardo Souto; Altair Olivo Santin (J. Univers. Comput. Sci., 2021)

Correction to: Fukunaga-Koontz Convolutional Network with Applications on Character Classification. - Bernardo B. Gatto; Eulanda Miranda dos Santos; Kazuhiro Fukui; Waldir S. S. Júnior; Kenny V. dos Santos (Neural Process. Lett., 2021)

A Small World Graph Approach for an Efficient Indoor Positioning System. - 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 (Sensors, 2021)

Pattern-set Representations using Linear, Shallow and Tensor Subspaces. - Bernardo B. Gatto; Eulanda M. dos Santos; Waldir S. S. Júnior (CLEI Electron. J., 2022)

Applying Self-Supervised Representation Learning for Emotion Recognition Using Physiological Signals. - Kevin G. Montero Quispe; Daniel M. S. Utyiama; Eulanda M. dos Santos; Horácio A. B. F. Oliveira; Eduardo James Pereira Souto (Sensors, 2022)

A Context-Aware Approach for Filtering Empty Images in Camera Trap Data Using Siamese Network. - Luiz Alencar; Fagner Cunha; Eulanda M. dos Santos (SIBGRAPI, 2023)

Discriminative Singular Spectrum Classifier with applications on bioacoustic signal recognition. - Bernardo Bentes Gatto; Juan Gabriel Colonna; Eulanda Miranda dos Santos; Alessandro Lameiras Koerich; Kazuhiro Fukui (Digit. Signal Process., 2023)

Bag of tricks for long-tail visual recognition of animal species in camera-trap images. - Fagner Cunha; Eulanda M. dos Santos; Juan Gabriel Colonna (Ecol. Informatics, 2023)

Detecting hate speech in memes: a review. - Paulo Cezar de Q. Hermida; Eulanda M. dos Santos (Artif. Intell. Rev., 2023)

A Novel Genetic Algorithm Approach for Discriminative Subspace Optimization. - Bernardo B. Gatto; Marco A. F. Mollinetti; Eulanda M. dos Santos; Alessandro L. Koerich; Waldir Sabino da Silva Júnior (BRACIS (1), 2024)

Deep Learning Approach to Temporal Dimensionality Reduction of Volumetric Computed Tomography. - Lucas Almeida da Silva; Eulanda Miranda dos Santos; Rafael Giusti (BRACIS (1), 2024)

Zero and Few-Shot Learning with Modern MLLMs to Filter Empty Images in Camera Trap Data. - Luiz Alencar; Fagner Cunha; Eulanda M. dos Santos (SIBGRAPI, 2024)

Adding compact parameter blocks to multimodal transformers to detect harmful memes. - Paulo Hermida; Eulanda M. dos Santos (Eng. Appl. Artif. Intell., 2024)

Analysis of generalizability on predicting COVID-19 from chest X-ray images using pre-trained deep models. - 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 (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2024)

A Method for Regression Testing Plan Ordering for Non-Automated Executions in Black Box Testing. - Vinicius Hernandes; André Carvalho; Eulanda M. dos Santos; Yan Soares; Hygo Sousa De Oliveira; Adamor Barros; Ronaldo Rodrigues Soares; Alexandre Lima; Raoni Ferreira; Gabriel Martins Pinheiro; Lucas Carvalho; Nícolas R. G. Assumpçáo; et al. (CIbSE, 2025)

Analysis of Descriptors of Concept Drift and Their Impacts. - Albert Costa; Rafael Giusti; Eulanda M. dos Santos (Informatics, 2025)

A Brazilian Perspective on Computing for the Planet's Sustainability. - Raimundo José de Araújo Macêdo; Marcelo Pias; Esteban Clua; Marilton S. de Aguiar; Pedro Ribeiro de Andrade; Alirio Santos de Sá; Eulanda M. dos Santos; José Campos dos Santos; Lúbia Vinhas (Commun. ACM, 2025)