Yandre M. G. Costa

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 60

Top Topics

Hierarchical Classification

Genre Classification

Machine Learning

Top Venues

Publications

Enádio da Silva Barbosa, Yandre M. G. Costa, Juliano Henrique Foleiss, Diego Bertolini
Labor Accidents Classification Using Machine Learning. ICEIS (1) (2023)
André F. R. Cordeiro, Edson OliveiraJr, Yandre M. G. Costa
Date Fruit classification using a wide range of classifiers. IWSSIP (2023)
Vinicius K. Fukace, Yandre M. G. Costa, Igor da Penha Natal
Integrating Multiple Public Datasets for Human Activity Recognition using Machine Learning. IWSSIP (2023)
João G. Vitório, Alceu de Souza Britto Junior, Yandre M. G. Costa, Carlos N. Silla
Multi-Modal Music Mood Classification with Dynamic Classifier Selection. IWSSIP (2023)
M. V. Golom, J. H. Foleis, Yandre M. G. Costa, R. A. Gonçalves, Diego Bertolini
Acoustic Scene Classification by Linear Projections for Dimensionality Reduction. IWSSIP (2023)
Matheus H. C. Sudul, Rafael de Lima Aguiar, Yandre M. G. Costa, Sheryl Brahnam, Shannon McMurtrey, Loris Nanni, Carlos N. Silla
Automatic Classification of Infant's Cry Using Data Balancing and Hierarchical Classification Techniques. IWSSIP (2023)
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
Automatic quantitative and morphometric analysis of muscle fibers. IWSSIP (2023)
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
Cancer Identification in Enteric Nervous System Preclinical Images Using Handcrafted and Automatic Learned Features. Neural Process. Lett. 55 (5) (2023)
Matheus H. C. Leme, Vinicius S. Simm, Douglas Rorie Tanno, Yandre M. G. Costa, Marcos Aurélio Domingues
Stingless Bee Classification: A New Dataset and Baseline Results. CIARP (2023)
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
A semi-automatic approach for quantitative analysis of histological images. IWSSIP (2022)
Rafael B. Mangolin, Rodolfo Miranda Pereira, Alceu S. Britto Jr., Carlos N. Silla, Valéria Delisandra Feltrim, Diego Bertolini, Yandre M. G. Costa
A multimodal approach for multi-label movie genre classification. Multim. Tools Appl. 81 (14) (2022)
Willian Marques Freire, Aline Maria Malachini Miotto Amaral, Yandre M. G. Costa
Gemstone classification using ConvNet with transfer learning and fine-tuning. IWSSIP (2022)
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
Cancer Identification in Walker 256 Tumor Model Exploring Texture Properties Taken from Microphotograph of Rats Liver. Algorithms 15 (8) (2022)
Matheus Moresco, Alceu S. Britto Jr., Yandre M. G. Costa, Luciano José Senger, Andre G. Hochuli
Combining Muti-Layer Features For Plant Species Classification in a Siamese Network. SMC (2022)
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) (2022)
Marco Aurelio Deoldoto Paulino, Yandre M. G. Costa, Valéria Delisandra Feltrim
Evaluating multimodal strategies for multi-label movie genre classification. IWSSIP (2022)
Rodolfo Miranda Pereira, Yandre M. G. Costa, Carlos N. Silla
Handling imbalance in hierarchical classification problems using local classifiers approaches. Data Min. Knowl. Discov. 35 (4) (2021)
Sara S. Satake, Rodrigo Calvo, Alceu S. Britto Jr., Yandre M. G. Costa
Classification of Toxic Ornamental Plants for Domestic Animals Using CNN. IWSSIP (2021)
José Fernando Tavares, Yandre M. G. Costa, Thelma Elita Colanzi
Classification of UML Diagrams to Support Software Engineering Education. ASE Workshops (2021)
Arthur Rodrigues Batista, Diego Bertolini, Yandre M. G. Costa, Luiz Fellipe Machi Pereira, Rodolfo Miranda Pereira, Lucas O. Teixeira
An Evaluation of Segmentation Techniques for Covid-19 Identification in Chest X-Ray. CIARP (2021)
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) (2021)
Gustavo Zanoni Felipe, Jacqueline N. 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) (2021)
Fabio Pignelli, Yandre M. G. Costa, Luiz S. Oliveira, Diego Bertolini
Data Augmentation for Writer Identification Using a Cognitive Inspired Model. ICDAR (4) (2021)
Fabio Pignelli, Luiz S. Oliveira, Alceu S. Britto Jr., Yandre M. G. Costa, Diego Bertolini
Document Filter for Writer Identification. IWSSIP (2021)
Luiz Fellipe Machi Pereira, Fabio Pinhelli, Edson M. A. Cizeski, Flávio R. Uber, Diego Bertolini, Yandre M. G. Costa
Japanese Kana and Brazilian Portuguese Manuscript Database. CIARP (2021)
Rodolfo Miranda Pereira, Yandre M. G. Costa, Carlos Nascimento Silla Jr.
Toward hierarchical classification of imbalanced data using random resampling algorithms. Inf. Sci. 578 (2021)
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) (2020)
Rafael B. Mangolin, Rodolfo Miranda Pereira, Alceu S. Britto Jr., Carlos Nascimento Silla Jr., Valéria Delisandra Feltrim, Diego Bertolini, Yandre M. G. Costa
A multimodal approach for multi-label movie genre classification. CoRR (2020)
Guilherme H. S. Nakahata, Ademir A. Constantino, Yandre M. G. Costa
Bonsai Style Classification: a new database and baseline results. ISM (2020)
Loris Nanni, Yandre M. G. Costa, Rafael de Lima Aguiar, Rafael B. Mangolin, Sheryl Brahnam, Carlos N. Silla
Ensemble of convolutional neural networks to improve animal audio classification. EURASIP J. Audio Speech Music. Process. 2020 (1) (2020)
Rodolfo Miranda Pereira, Diego Bertolini, Lucas O. Teixeira, Carlos Nascimento Silla Jr., Yandre M. G. Costa
COVID-19 identification in chest X-ray images on flat and hierarchical classification scenarios. Comput. Methods Programs Biomed. 194 (2020)
Rodolfo Miranda Pereira, Diego Bertolini, Lucas O. Teixeira, Carlos Nascimento Silla Jr., Yandre M. G. Costa
COVID-19 identification in chest X-ray images on flat and hierarchical classification scenarios. CoRR (2020)
Gustavo Zanoni Felipe, Jacqueline N. 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 (2020)
Leonardo Gabiato Catharin, Rafael P. Ribeiro, Carlos N. Silla, Yandre M. G. Costa, Valéria Delisandra Feltrim
Multimodal Classification of Emotions in Latin Music. ISM (2020)
Rodolfo Miranda Pereira, Yandre M. G. Costa, Carlos Nascimento Silla Jr.
MLTL: A multi-label approach for the Tomek Link undersampling algorithm. Neurocomputing 383 (2020)
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 (2020)
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 (2020)
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)
Bruno Kostiuk, Yandre M. G. Costa, Alceu de Souza Britto Jr., Xiao Hu, Carlos N. Silla
Multi-label Emotion Classification in Music Videos Using Ensembles of Audio and Video Features. ICTAI (2019)
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)
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)
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)
João L. R. Almeida, Franklin César Flores, Max N. Roecker, Marco A. K. Braga, Yandre M. G. Costa
An Indoor Sign Dataset (ISD): An Overview and Baseline Evaluation. VISIGRAPP (4: VISAPP) (2019)
Marcos Roberto e Souza, Diego Bertolini, Hélio Pedrini, Yandre M. G. Costa
Offline Handwritten Script Recognition Based on Texture Descriptors. IWSSIP (2019)
Gustavo Zanoni Felipe, Rafael de Lima Aguiar, Yandre M. G. Costa, Carlos N. Silla, Sheryl Brahnam, Loris Nanni, Shannon McMurtrey
Identification of Infants' Cry Motivation Using Spectrograms. IWSSIP (2019)
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)
Rafael de Lima Aguiar, Yandre M. G. Costa, Carlos Nascimento Silla Jr.
Exploring Data Augmentation to Improve Music Genre Classification with ConvNets. IJCNN (2018)
Lailla M. Siqueira Bine, Yandre M. G. Costa, Linnyer B. Ruiz Aylon
Automata Classification with Convolutional Neural Networks for Use in Assistive Technologies for the Visually Impaired. PETRA (2018)
Loris Nanni, Rafael de Lima Aguiar, Yandre M. G. Costa, Sheryl Brahnam, Carlos Nascimento Silla Jr., Ricky L. Brattin, Zhao Zhao
Bird and whale species identification using sound images. IET Comput. Vis. 12 (2) (2018)
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 (2018)
Vinicius D. Valerio, Rodolfo Miranda Pereira, Yandre M. G. Costa, Diego Bertolini, Carlos Nascimento Silla Jr.
A Resampling Approach for Imbalanceness on Music Genre Classification using Spectrograms. FLAIRS Conference (2018)
Max N. Roecker, Yandre M. G. Costa, João L. R. Almeida, Gustavo H. G. Matsushita
Automatic Vehicle type Classification with Convolutional Neural Networks. IWSSIP (2018)
Juliana Souza, Franklin César Flores, Yandre M. G. Costa
Segmentation of Similar Images Based on Hierarchical Segmentation and Texture Analysis. SMC (2018)
Loris Nanni, Yandre M. G. Costa, Diego Rafael Lucio, Carlos Nascimento Silla Jr., Sheryl Brahnam
Combining visual and acoustic features for audio classification tasks. Pattern Recognit. Lett. 88 (2017)
Diego Bertolini, Luiz S. Oliveira, Yandre M. G. Costa, Lucas Georges Helal
Knowledge Transfer for Writer Identification. CIARP (2017)
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 (2017)
Loris Nanni, Yandre M. G. Costa, Alessandra Lumini, Moo Young Kim, SeungRyul Baek
Combining visual and acoustic features for music genre classification. Expert Syst. Appl. 45 (2016)
Rafael H. D. Zottesso, Yandre M. G. Costa, Diego Bertolini
Music genre classification using visual features with feature selection. SCCC (2016)
Loris Nanni, Yandre M. G. Costa, Diego Rafael Lucio, Carlos Nascimento Silla Jr., Sheryl Brahnam
Combining Visual and Acoustic Features for Bird Species Classification. ICTAI (2016)
Rafael H. D. Zottesso, Gustavo H. G. Matsushita, Diego Rafael Lucio, Yandre M. G. Costa
Automatic segmentation of audio signal in bird species identification. SCCC (2016)
Ana Montalvo, Yandre M. G. Costa, José Ramón Calvo de Lara
Language Identification Using Spectrogram Texture. CIARP (2015)
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)
Yandre M. G. Costa, Luiz S. Oliveira, Alessandro L. Koerich, Fabien Gouyon
Comparing textural features for music genre classification. IJCNN (2012)
Yandre M. G. Costa, Luiz E. Soares de Oliveira, Alessandro L. Koerich, Fabien Gouyon, J. G. Martins
Music genre classification using LBP textural features. Signal Process. 92 (11) (2012)