Comparing textural features for music genre classification. - Yandre M. G. Costa; Luiz S. Oliveira; Alessandro L. Koerich; Fabien Gouyon (IJCNN, 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)

Music Genre Recognition Using Gabor Filters and LPQ Texture Descriptors. - Yandre M. G. Costa; Luiz S. Oliveira; Alessandro L. Koerich; Fabien Gouyon (CIARP (2), 2013)

Language Identification Using Spectrogram Texture. - Ana Montalvo; Yandre M. G. Costa; José Ramón Calvo de Lara (CIARP, 2015)

Bird species classification using spectrograms. - Diego Rafael Lucio; Yandre Maldonado e Gomes da Costa; Gomes da Costa (CLEI, 2015)

Combining Visual and Acoustic Features for Bird Species Classification. - Loris Nanni; Yandre M. G. Costa; Diego Rafael Lucio; Carlos Nascimento Silla Jr.; Sheryl Brahnam (ICTAI, 2016)

Music genre recognition using spectrograms with harmonic-percussive sound separation. - Rafael de Lima Aguiar; Yandre Maldonado e Gomes da Costa; Loris Nanni (SCCC, 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 (SCCC, 2016)

Bird species classification using visual and acoustic features extracted from audio signal. - Diego Rafael Lucio; Yandre Maldonado e Gomes da Costa (SCCC, 2016)

Music genre classification using visual features with feature selection. - Rafael H. D. Zottesso; Yandre M. G. Costa; Diego Bertolini (SCCC, 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 (SCCC, 2016)

Combining visual and acoustic features for music genre classification. - Loris Nanni; Yandre M. G. Costa; Alessandra Lumini; Moo Young Kim 001; SeungRyul Baek (Expert Syst. Appl., 2016)

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 (CIARP, 2017)

Knowledge Transfer for Writer Identification. - Diego Bertolini; Luiz S. Oliveira; Yandre M. G. Costa; Lucas Georges Helal (CIARP, 2017)

Music mood classification using visual and acoustic features. - Juliano Cezar Chagas Tavares; Yandre Maldonado e Gomes da Costa (CLEI, 2017)

Acoustic scene classification using spectrograms. - Gustavo Zanoni Felipe; Yandre Maldonado e Gomes da Costa; Gomes da Costa; Lucas Georges Helal (SCCC, 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 (SCCC, 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)

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)

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. (FLAIRS, 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 (ICTAI, 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. (ICTAI, 2018)

Exploring Data Augmentation to Improve Music Genre Classification with ConvNets. - Rafael de Lima Aguiar; Yandre M. G. Costa; Carlos Nascimento Silla Jr. (IJCNN, 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 (IWSSIP, 2018)

Automatic Vehicle type Classification with Convolutional Neural Networks. - Max N. Roecker; Yandre M. G. Costa; João L. R. Almeida; Gustavo H. G. Matsushita (IWSSIP, 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 (PETRA, 2018)

Segmentation of Similar Images Based on Hierarchical Segmentation and Texture Analysis. - Juliana Souza; Franklin César Flores; Yandre M. G. Costa (SMC, 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)

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)

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 (ICTAI, 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 (IJCNN, 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 (IWSSIP, 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 (IWSSIP, 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 (IWSSIP, 2019)

Offline Handwritten Script Recognition Based on Texture Descriptors. - Marcos Roberto e Souza; Diego Bertolini; Hélio Pedrini; Yandre M. G. Costa (IWSSIP, 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 (VISIGRAPP (4: VISAPP), 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)

Multimodal Classification of Emotions in Latin Music. - Leonardo Gabiato Catharin; Rafael P. Ribeiro; Carlos N. Silla; Yandre M. G. Costa; Valéria Delisandra Feltrim (ISM, 2020)

Bonsai Style Classification: a new database and baseline results. - Guilherme H. S. Nakahata; Ademir Aparecido Constantino; Yandre M. G. Costa (ISM, 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 (IWSSIP, 2020)

Improving Musical Tag Annotation with Stacking and Convolutional Neural Networks. - Juliano Donini da Silva; Yandre Maldonado e Gomes da Costa; Marcos Aurélio Domingues (IWSSIP, 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)

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)

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)

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)

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)

MLTL: A multi-label approach for the Tomek Link undersampling algorithm. - Rodolfo Miranda Pereira; Yandre M. G. Costa; Carlos Nascimento Silla Jr. (Neurocomputing, 2020)

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 (CIARP, 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 (CIARP, 2021)

Data Augmentation for Writer Identification Using a Cognitive Inspired Model. - Fabio Pignelli; Yandre M. G. Costa; Luiz S. Oliveira; Diego Bertolini (ICDAR (4), 2021)

Document Filter for Writer Identification. - Fabio Pignelli; Luiz S. Oliveira; Alceu S. Britto Jr.; Yandre M. G. Costa; Diego Bertolini (IWSSIP, 2021)

Classification of Toxic Ornamental Plants for Domestic Animals Using CNN. - Sara S. Satake; Rodrigo Calvo; Alceu S. Britto Jr.; Yandre M. G. Costa (IWSSIP, 2021)

Classification of UML Diagrams to Support Software Engineering Education. - José Fernando Tavares; Yandre M. G. Costa; Thelma Elita Colanzi (ASE Workshops, 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)

Toward hierarchical classification of imbalanced data using random resampling algorithms. - Rodolfo Miranda Pereira; Yandre M. G. Costa; Carlos Nascimento Silla Jr. (Inf. Sci., 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)

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)

Gemstone classification using ConvNet with transfer learning and fine-tuning. - Willian Marques Freire; Aline Maria Malachini Miotto Amaral; Yandre M. G. Costa (IWSSIP, 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 (IWSSIP, 2022)

Evaluating multimodal strategies for multi-label movie genre classification. - Marco Aurelio Deoldoto Paulino; Yandre M. G. Costa; Valéria Delisandra Feltrim (IWSSIP, 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 (SMC, 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)

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)

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)

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 (CIARP, 2023)

Labor Accidents Classification Using Machine Learning. - Enádio da Silva Barbosa; Yandre M. G. Costa; Juliano Henrique Foleiss; Diego Bertolini (ICEIS (1), 2023)

Date Fruit classification using a wide range of classifiers. - André F. R. Cordeiro; Edson OliveiraJr; Yandre M. G. Costa (IWSSIP, 2023)

Integrating Multiple Public Datasets for Human Activity Recognition using Machine Learning. - Vinicius K. Fukace; Yandre M. G. Costa; Igor da Penha Natal (IWSSIP, 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 (IWSSIP, 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 (IWSSIP, 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 (IWSSIP, 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 (IWSSIP, 2023)

Quantitative Assessment of Telangiectasia Whitening: A Standardized Image Analysis Approach for Evaluating Treatment Efficacy. - Marcelo E. Zanoni; Lucas De O. Teixeira; Elvio B. Garcia; Yandre Maldonado e Gomes da Costa (IWSSIP, 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., 2023)

Hancrafted Vs. Non-handcrafted Features for Acoustic Scene Classification. - João Vitor S. Castanho; Yandre M. G. Costa (ICAISC (1), 2024)

Machine Learning for Gesture Recognition Using Leap Motion Controller. - Henrique S. Felizardo; Leonichel J. M. Guimarães; Heloise M. P. Teixeira; Rodrigo Clemente Thom Souza; Linnyer Beatrys Ruiz Aylon; Yandre M. G. Costa (ICAISC (1), 2024)

Pupil Constrictions and Dilations Effects as Data Augmentation on an Iris Recognition CNN Approach. - Diego Rafael Lucio; Luiz Antonio Zanlorensi; Viviane Shiraishi Besson; Yandre Maldonado e Gomes da Costa; David Menotti (ICAISC (3), 2024)

Music Genre Classification Using Contrastive Dissimilarity. - Gabriel Henrique Costanzi; Lucas O. Teixeira; Gustavo Zanoni Felipe; George D. C. Cavalcanti; Yandre M. G. Costa (IWSSIP, 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 (IWSSIP, 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 (IWSSIP, 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 (IWSSIP, 2024)

Identification of Diseases in Greenhouse Tomato Cultivation: A New Dataset and Baseline Results. - Grasielli B. Zimmermann; Marcelo E. Pellenz; Alceu de Souza Britto Jr.; Yandre Maldonado e Gomes da Costa (SMC, 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., 2024)

Enhancing Disease and Pest Detection in Greenhouse Tomato Cultivation Using Advanced Machine Learning on New Dataset of Images. - Grasielli B. Zimmermann; Marcelo E. Pellenz; Yandre M. G. Costa; Alceu de Souza Britto Jr. (J. Braz. Comput. Soc., 2025)

Improving open set recognition with dissimilarity-based metric learning. - Lucas O. Teixeira; Diego Bertolini; Luiz S. Oliveira; George D. C. Cavalcanti; Yandre M. G. Costa (Knowl. Based Syst., 2025)

ORCNet: A Context-Based Network to Simultaneously Segment the Ocular Region Components. - Diego Rafael Lucio; Luiz Antonio Zanlorensi; Yandre M. G. Costa; David Menotti (Neural Process. Lett., 2025)