Yandre M. G. Costa

According to our database, Yandre M. G. Costa authored at least 79 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Contrastive dissimilarity: optimizing performance on imbalanced and limited data sets.

Lucas O. Teixeira, Diego Bertolini, Luiz S. Oliveira, George D. C. Cavalcanti, Yandre M. G. Costa

Neural Comput. Appl., November, 2024

Classification of Highly Similar Fish Species Using Machine Learning.

Leandro Magno C. Silva, Franklin César Flores, Rosilene Luciana Delariva, Gustavo Zanoni Felipe, Yandre M. G. Costa

Proceedings of the 31st International Conference on Systems, Signals and Image Processing, 2024

Nuclei Segmentation in Hepatocytes Using YOLO and SAM.

Sergio A. Da Silva Junior, Leandro E. F. Berton, Mateus F. T. Carvalho, Carla Cristina O. Bernardo, Juliana Vanessa C. M. Perles, Jacqueline Nelisis Zanoni, Loris Nanni, André L. R. G. Sevilha, Gustavo Zanoni Felipe, Franklin César Flores, Yandre M. G. Costa

Proceedings of the 31st International Conference on Systems, Signals and Image Processing, 2024

Segmentation of Hepatocytes Nuclei Using YOLO and Mathematical Morphology.

Franklin César Flores, Mateus F. T. Carvalho, Sergio A. Da Silva Junior, Leandro E. F. Berton, Carla Cristina O. Bernardo, André L. R. G. Sevilha, Juliana Vanessa C. M. Perles, Jacqueline Nelisis Zanoni, Gustavo Zanoni Felipe, Yandre M. G. Costa

Proceedings of the 31st International Conference on Systems, Signals and Image Processing, 2024

Music Genre Classification Using Contrastive Dissimilarity.

Gabriel Henrique Costanzi, Lucas O. Teixeira, Gustavo Zanoni Felipe, George D. C. Cavalcanti, Yandre M. G. Costa

Proceedings of the 31st International Conference on Systems, Signals and Image Processing, 2024

2023

Cancer Identification in Enteric Nervous System Preclinical Images Using Handcrafted and Automatic Learned Features.

Gustavo Zanoni Felipe, Lucas O. Teixeira, Rodolfo Miranda Pereira, Jacqueline Nelisis Zanoni, Sara R. G. Souza, Loris Nanni, George D. C. Cavalcanti, Yandre M. G. Costa

Neural Process. Lett., October, 2023

Multi-Modal Music Mood Classification with Dynamic Classifier Selection.

João G. Vitório, Alceu de Souza Britto Junior, Yandre M. G. Costa, Carlos N. Silla

Proceedings of the 30th International Conference on Systems, Signals and Image Processing, 2023

Automatic Classification of Infant's Cry Using Data Balancing and Hierarchical Classification Techniques.

Matheus H. C. Sudul, Rafael de Lima Aguiar, Yandre M. G. Costa, Sheryl Brahnam, Shannon McMurtrey, Loris Nanni, Carlos N. Silla

Proceedings of the 30th International Conference on Systems, Signals and Image Processing, 2023

Automatic quantitative and morphometric analysis of muscle fibers.

Sergio A. Da Silva Junior, Eduardo O. Santos, Mateus F. T. Carvalho, Franklin César Flores, Fernanda L. A. Almeida, Cecília E. M. Costa, Yandre M. G. Costa

Proceedings of the 30th International Conference on Systems, Signals and Image Processing, 2023

Acoustic Scene Classification by Linear Projections for Dimensionality Reduction.

M. V. Golom, Juliano Henrique Foleiss, Yandre M. G. Costa, R. A. Gonçalves, Diego Bertolini

Proceedings of the 30th International Conference on Systems, Signals and Image Processing, 2023

Integrating Multiple Public Datasets for Human Activity Recognition using Machine Learning.

Vinicius K. Fukace, Yandre M. G. Costa, Igor da Penha Natal

Proceedings of the 30th International Conference on Systems, Signals and Image Processing, 2023

Date Fruit classification using a wide range of classifiers.

André F. R. Cordeiro, Edson OliveiraJr, Yandre M. G. Costa

Proceedings of the 30th International Conference on Systems, Signals and Image Processing, 2023

Labor Accidents Classification Using Machine Learning.

Enádio da Silva Barbosa, Yandre M. G. Costa, Juliano Henrique Foleiss, Diego Bertolini

Proceedings of the 25th International Conference on Enterprise Information Systems, 2023

Stingless Bee Classification: A New Dataset and Baseline Results.

Matheus H. C. Leme, Vinicius S. Simm, Douglas Rorie Tanno, Yandre M. G. Costa, Marcos Aurélio Domingues

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2023

2022

COVID-19 Detection on Chest X-ray and CT Scan: A Review of the Top-100 Most Cited Papers.

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

Sensors, 2022

A multimodal approach for multi-label movie genre classification.

Rafael B. Mangolin, Rodolfo Miranda Pereira, Alceu S. Britto Jr., Carlos N. Silla, Valéria Delisandra Feltrim, Diego Bertolini, Yandre M. G. Costa

Multim. Tools Appl., 2022

ORCNet: A context-based network to simultaneously segment the ocular region components.

Diego Rafael Lucio, Luiz A. Zanlorensi, Yandre Maldonado e Gomes da Costa, David Menotti

CoRR, 2022

Cancer Identification in Walker 256 Tumor Model Exploring Texture Properties Taken from Microphotograph of Rats Liver.

Mateus F. T. Carvalho, Sergio A. Da Silva Junior, Carla Cristina O. Bernardo, Franklin César Flores, Juliana Vanessa C. M. Perles, Jacqueline Nelisis Zanoni, Yandre M. G. Costa

Algorithms, 2022

Combining Muti-Layer Features For Plant Species Classification in a Siamese Network.

Matheus Moresco, Alceu S. Britto Jr., Yandre M. G. Costa, Luciano José Senger, Andre G. Hochuli

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

Evaluating multimodal strategies for multi-label movie genre classification.

Marco Aurelio Deoldoto Paulino, Yandre M. G. Costa, Valéria Delisandra Feltrim

Proceedings of the 29th International Conference on Systems, Signals and Image Processing, 2022

A semi-automatic approach for quantitative analysis of histological images.

Sergio A. Da Silva Junior, Mateus F. T. Carvalho, Celso V. A. Q. Calomeno, Julio C. Polonio, Franklin César Flores, Jaqueline Rinaldi, Yandre M. G. Costa

Proceedings of the 29th International Conference on Systems, Signals and Image Processing, 2022

Gemstone classification using ConvNet with transfer learning and fine-tuning.

Willian Marques Freire, Aline Maria Malachini Miotto Amaral, Yandre M. G. Costa

Proceedings of the 29th International Conference on Systems, Signals and Image Processing, 2022

2021

Impact of Lung Segmentation on the Diagnosis and Explanation of COVID-19 in Chest X-ray Images.

Lucas O. Teixeira, Rodolfo Miranda Pereira, Diego Bertolini, Luiz S. Oliveira, Loris Nanni, George D. C. Cavalcanti, Yandre M. G. Costa

Sensors, 2021

Automatic chronic degenerative diseases identification using enteric nervous system images.

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

Neural Comput. Appl., 2021

Toward hierarchical classification of imbalanced data using random resampling algorithms.

Rodolfo Miranda Pereira, Yandre M. G. Costa, Carlos Nascimento Silla Jr.

Inf. Sci., 2021

Handling imbalance in hierarchical classification problems using local classifiers approaches.

Rodolfo Miranda Pereira, Yandre M. G. Costa, Carlos N. Silla

Data Min. Knowl. Discov., 2021

Classification of UML Diagrams to Support Software Engineering Education.

José Fernando Tavares, Yandre M. G. Costa, Thelma Elita Colanzi

Proceedings of the 36th IEEE/ACM International Conference on Automated Software Engineering, 2021

Classification of Toxic Ornamental Plants for Domestic Animals Using CNN.

Sara S. Satake, Rodrigo Calvo, Alceu S. Britto Jr., Yandre M. G. Costa

Proceedings of the Systems, Signals and Image Processing - 28th International Conference, 2021

Document Filter for Writer Identification.

Fabio Pignelli, Luiz S. Oliveira, Alceu S. Britto Jr., Yandre M. G. Costa, Diego Bertolini

Proceedings of the Systems, Signals and Image Processing - 28th International Conference, 2021

Data Augmentation for Writer Identification Using a Cognitive Inspired Model.

Fabio Pignelli, Yandre M. G. Costa, Luiz S. Oliveira, Diego Bertolini

Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

Japanese Kana and Brazilian Portuguese Manuscript Database.

Luiz Fellipe Machi Pereira, Fabio Pinhelli, Edson M. A. Cizeski, Flávio R. Uber, Diego Bertolini, Yandre M. G. Costa

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2021

An Evaluation of Segmentation Techniques for Covid-19 Identification in Chest X-Ray.

Arthur Rodrigues Batista, Diego Bertolini, Yandre M. G. Costa, Luiz Fellipe Machi Pereira, Rodolfo Miranda Pereira, Lucas O. Teixeira

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2021

2020

MLTL: A multi-label approach for the Tomek Link undersampling algorithm.

Rodolfo Miranda Pereira, Yandre M. G. Costa, Carlos Nascimento Silla Jr.

Neurocomputing, 2020

Ensemble of convolutional neural networks to improve animal audio classification.

Loris Nanni, Yandre M. G. Costa, Rafael de Lima Aguiar, Rafael B. Mangolin, Sheryl Brahnam, Carlos N. Silla

EURASIP J. Audio Speech Music. Process., 2020

Impact of lung segmentation on the diagnosis and explanation of COVID-19 in chest X-ray images.

Lucas O. Teixeira, Rodolfo Miranda Pereira, Diego Bertolini, Luiz S. Oliveira, Loris Nanni, Yandre M. G. Costa

CoRR, 2020

Single-sample writers - "Document Filter" and their impacts on writer identification.

Fabio Pinhelli, Alceu de Souza Britto Jr., Luiz S. Oliveira, Yandre M. G. Costa, Diego Bertolini

CoRR, 2020

COVID-19 identification in chest X-ray images on flat and hierarchical classification scenarios.

Rodolfo Miranda Pereira, Diego Bertolini, Lucas O. Teixeira, Carlos Nascimento Silla Jr., Yandre M. G. Costa

Comput. Methods Programs Biomed., 2020

The dissimilarity approach: a review.

Yandre M. G. Costa, Diego Bertolini, Alceu S. Britto Jr., George D. C. Cavalcanti, Luiz E. S. Oliveira

Artif. Intell. Rev., 2020

Improving Musical Tag Annotation with Stacking and Convolutional Neural Networks.

Juliano Donini da Silva, Yandre Maldonado e Gomes da Costa, Marcos Aurélio Domingues

Proceedings of the 2020 International Conference on Systems, Signals and Image Processing, 2020

Music4All: A New Music Database and Its Applications.

Igor André Pegoraro Santana, Fabio Pinhelli, Juliano Donini, Leonardo Gabiato Catharin, Rafael Biazus Mangolin, Yandre Maldonado e Gomes da Costa, Valéria Delisandra Feltrim, Marcos Aurélio Domingues

Proceedings of the 2020 International Conference on Systems, Signals and Image Processing, 2020

Bonsai Style Classification: a new database and baseline results.

Guilherme H. S. Nakahata, Ademir Aparecido Constantino, Yandre M. G. Costa

Proceedings of the IEEE International Symposium on Multimedia, 2020

Multimodal Classification of Emotions in Latin Music.

Leonardo Gabiato Catharin, Rafael P. Ribeiro, Carlos N. Silla, Yandre M. G. Costa, Valéria Delisandra Feltrim

Proceedings of the IEEE International Symposium on Multimedia, 2020

2019

Phasic dopamine release identification using convolutional neural network.

Gustavo H. G. Matsushita, Adam H. Sugi, Yandre M. G. Costa, Alexander Gomez-A, Claudio da Cunha, Luiz S. Oliveira

Comput. Biol. Medicine, 2019

An Indoor Sign Dataset (ISD): An Overview and Baseline Evaluation.

João L. R. Almeida, Franklin César Flores, Max N. Roecker, Marco A. K. Braga, Yandre M. G. Costa

Proceedings of the 14th International Joint Conference on Computer Vision, 2019

Offline Handwritten Script Recognition Based on Texture Descriptors.

Marcos Roberto e Souza, Diego Bertolini, Hélio Pedrini, Yandre M. G. Costa

Proceedings of the International Conference on Systems, Signals and Image Processing, 2019

Vehicle Detection and Classification in Traffic Images Using ConvNets With Constrained Resources.

Max N. Roecker, Yandre M. G. Costa, Alceu S. Britto Jr., Luiz E. S. Oliveira, Diego Bertolini

Proceedings of the International Conference on Systems, Signals and Image Processing, 2019

Representation Learning and Dissimilarity for Writer Identification.

Lucas Georges Helal, Diego Bertolini, Yandre M. G. Costa, George D. C. Cavalcanti, Alceu S. Britto Jr., Luiz E. S. Oliveira

Proceedings of the International Conference on Systems, Signals and Image Processing, 2019

Identification of Infants' Cry Motivation Using Spectrograms.

Gustavo Zanoni Felipe, Rafael de Lima Aguiar, Yandre M. G. Costa, Carlos N. Silla, Sheryl Brahnam, Loris Nanni, Shannon McMurtrey

Proceedings of the International Conference on Systems, Signals and Image Processing, 2019

Representation Learning vs. Handcrafted Features for Music Genre Classification.

Rodolfo Miranda Pereira, Yandre M. G. Costa, Rafael de Lima Aguiar, Alceu S. Britto Jr., Luiz E. S. Oliveira, Carlos N. Silla

Proceedings of the International Joint Conference on Neural Networks, 2019

Multi-label Emotion Classification in Music Videos Using Ensembles of Audio and Video Features.

Bruno Kostiuk, Yandre M. G. Costa, Alceu de Souza Britto Jr., Xiao Hu, Carlos N. Silla

Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

2018

Bird and whale species identification using sound images.

Loris Nanni, Rafael de Lima Aguiar, Yandre M. G. Costa, Sheryl Brahnam, Carlos Nascimento Silla Jr., Ricky L. Brattin, Zhao Zhao

IET Comput. Vis., 2018

Bird species identification using spectrogram and dissimilarity approach.

Rafael H. D. Zottesso, Yandre M. G. Costa, Diego Bertolini, Luiz E. S. Oliveira

Ecol. Informatics, 2018

Segmentation of Similar Images Based on Hierarchical Segmentation and Texture Analysis.

Juliana Souza, Franklin César Flores, Yandre M. G. Costa

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Automata Classification with Convolutional Neural Networks for Use in Assistive Technologies for the Visually Impaired.

Lailla M. Siqueira Bine, Yandre M. G. Costa, Linnyer Beatrys Ruiz Aylon

Proceedings of the 11th PErvasive Technologies Related to Assistive Environments Conference, 2018

Automatic Vehicle type Classification with Convolutional Neural Networks.

Max N. Roecker, Yandre M. G. Costa, João L. R. Almeida, Gustavo H. G. Matsushita

Proceedings of the 25th International Conference on Systems, Signals and Image Processing, 2018

Automatic Identification of Phasic Dopamine Release.

Gustavo H. G. Matsushita, Luiz E. S. Oliveira, Adam H. Sugi, Claudio da Cunha, Yandre M. G. Costa

Proceedings of the 25th International Conference on Systems, Signals and Image Processing, 2018

Exploring Data Augmentation to Improve Music Genre Classification with ConvNets.

Rafael de Lima Aguiar, Yandre M. G. Costa, Carlos Nascimento Silla Jr.

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Dealing with Imbalanceness in Hierarchical Multi-Label Datasets Using Multi-Label Resampling Techniques.

Rodolfo Miranda Pereira, Yandre Maldonado e Gomes da Costa, Carlos Nascimento Silla Jr.

Proceedings of the IEEE 30th International Conference on Tools with Artificial Intelligence, 2018

A Brazilian Speech Database.

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

Proceedings of the IEEE 30th International Conference on Tools with Artificial Intelligence, 2018

A Resampling Approach for Imbalanceness on Music Genre Classification using Spectrograms.

Vinicius D. Valerio, Rodolfo Miranda Pereira, Yandre M. G. Costa, Diego Bertolini, Carlos Nascimento Silla Jr.

Proceedings of the Thirty-First International Florida Artificial Intelligence Research Society Conference, 2018

2017

Combining visual and acoustic features for audio classification tasks.

Loris Nanni, Yandre M. G. Costa, Diego Rafael Lucio, Carlos Nascimento Silla Jr., Sheryl Brahnam

Pattern Recognit. Lett., 2017

An evaluation of Convolutional Neural Networks for music classification using spectrograms.

Yandre M. G. Costa, Luiz S. Oliveira, Carlos Nascimento Silla Jr.

Appl. Soft Comput., 2017

Off-line writer identification using handcrafted features versus ConvNets.

Lucas Georges Helal, Yandre Maldonado e Gomes da Costa, Gomes da Costa, Diego Bertolini Goncalves, Gustavo Zanoni Felipe

Proceedings of the 36th International Conference of the Chilean Computer Science Society, 2017

Acoustic scene classification using spectrograms.

Gustavo Zanoni Felipe, Yandre Maldonado e Gomes da Costa, Gomes da Costa, Lucas Georges Helal

Proceedings of the 36th International Conference of the Chilean Computer Science Society, 2017

Music mood classification using visual and acoustic features.

Juliano Cezar Chagas Tavares, Yandre Maldonado e Gomes da Costa

Proceedings of the 2017 XLIII Latin American Computer Conference, 2017

Knowledge Transfer for Writer Identification.

Diego Bertolini, Luiz S. Oliveira, Yandre M. G. Costa, Lucas Georges Helal

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2017

Forensic Document Examination: Who Is the Writer?

Aline Maria Malachini Miotto Amaral, Cinthia Obladen de Almendra Freitas, Flávio Bortolozzi, Yandre Maldonado e Gomes da Costa

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2017

2016

Combining visual and acoustic features for music genre classification.

Loris Nanni, Yandre M. G. Costa, Alessandra Lumini, Moo Young Kim, SeungRyul Baek

Expert Syst. Appl., 2016

Automatic segmentation of audio signal in bird species identification.

Rafael H. D. Zottesso, Gustavo H. G. Matsushita, Diego Rafael Lucio, Yandre M. G. Costa

Proceedings of the 35th International Conference of the Chilean Computer Science Society, 2016

Music genre classification using visual features with feature selection.

Rafael H. D. Zottesso, Yandre M. G. Costa, Diego Bertolini

Proceedings of the 35th International Conference of the Chilean Computer Science Society, 2016

Bird species classification using visual and acoustic features extracted from audio signal.

Diego Rafael Lucio, Yandre Maldonado e Gomes da Costa

Proceedings of the 35th International Conference of the Chilean Computer Science Society, 2016

Using spectrogram to detect North Atlantic right whale calls from audio recordings.

Guilherme Kamizake de Freitas, Yandre Maldonado e Gomes da Costa, Rafael de Lima Aguiar

Proceedings of the 35th International Conference of the Chilean Computer Science Society, 2016

Music genre recognition using spectrograms with harmonic-percussive sound separation.

Rafael de Lima Aguiar, Yandre Maldonado e Gomes da Costa, Loris Nanni

Proceedings of the 35th International Conference of the Chilean Computer Science Society, 2016

Combining Visual and Acoustic Features for Bird Species Classification.

Loris Nanni, Yandre M. G. Costa, Diego Rafael Lucio, Carlos Nascimento Silla Jr., Sheryl Brahnam

Proceedings of the 28th IEEE International Conference on Tools with Artificial Intelligence, 2016

2015

Bird species classification using spectrograms.

Diego Rafael Lucio, Yandre Maldonado e Gomes da Costa, Gomes da Costa

Proceedings of the 2015 Latin American Computing Conference, 2015

Language Identification Using Spectrogram Texture.

Ana Montalvo, Yandre M. G. Costa, José Ramón Calvo de Lara

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2015

2013

Music Genre Recognition Using Gabor Filters and LPQ Texture Descriptors.

Yandre M. G. Costa, Luiz S. Oliveira, Alessandro L. Koerich, Fabien Gouyon

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2013

2012

Music genre classification using LBP textural features.

Yandre M. G. Costa, Luiz E. Soares de Oliveira, Alessandro L. Koerich, Fabien Gouyon, Jefferson G. Martins

Signal Process., 2012

Comparing textural features for music genre classification.

Yandre M. G. Costa, Luiz S. Oliveira, Alessandro L. Koerich, Fabien Gouyon

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012