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ORCIDYandre M. G. Costa
Yandre Maldonado e Gomes da Costa
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2020 – today
- 2024
[j20]Lucas O. Teixeira
, Diego Bertolini, Luiz S. Oliveira, George D. C. Cavalcanti, Yandre M. G. Costa:
Contrastive dissimilarity: optimizing performance on imbalanced and limited data sets. Neural Comput. Appl. 36(32): 20439-20456 (2024)- [c56]Gabriel Henrique Costanzi, Lucas O. Teixeira, Gustavo Zanoni Felipe, George D. C. Cavalcanti, Yandre M. G. Costa:
Music Genre Classification Using Contrastive Dissimilarity. IWSSIP 2024: 1-8 - [c55]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:
Segmentation of Hepatocytes Nuclei Using YOLO and Mathematical Morphology. IWSSIP 2024: 1-7 - [c54]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:
Nuclei Segmentation in Hepatocytes Using YOLO and SAM. IWSSIP 2024: 1-6 - [c53]Leandro Magno C. Silva, Franklin César Flores, Rosilene Luciana Delariva, Gustavo Zanoni Felipe, Yandre M. G. Costa:
Classification of Highly Similar Fish Species Using Machine Learning. IWSSIP 2024: 1-8 - 2023
- [j19]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): 5811-5832 (2023) - [c52]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: 730-744 - [c51]Enádio da Silva Barbosa, Yandre M. G. Costa, Juliano Henrique Foleiss, Diego Bertolini:
Labor Accidents Classification Using Machine Learning. ICEIS (1) 2023: 509-516 - [c50]André F. R. Cordeiro, Edson OliveiraJr, Yandre M. G. Costa:
Date Fruit classification using a wide range of classifiers. IWSSIP 2023: 1-5 - [c49]Vinicius K. Fukace, Yandre M. G. Costa, Igor da Penha Natal:
Integrating Multiple Public Datasets for Human Activity Recognition using Machine Learning. IWSSIP 2023: 1-5 - [c48]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: 1-5 - [c47]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: 1-5 - [c46]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: 1-5 - [c45]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: 1-5 - 2022
- [j18]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): 268 (2022) - [j17]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): 19071-19096 (2022) - [j16]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): 7303 (2022) - [c44]Willian Marques Freire, Aline Maria Malachini Miotto Amaral, Yandre M. G. Costa:
Gemstone classification using ConvNet with transfer learning and fine-tuning. IWSSIP 2022: 1-4 - [c43]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: 1-4 - [c42]Marco Aurelio Deoldoto Paulino, Yandre M. G. Costa, Valéria Delisandra Feltrim:
Evaluating multimodal strategies for multi-label movie genre classification. IWSSIP 2022: 1-4 - [c41]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: 2446-2451 - [i6]Diego Rafael Lucio, Luiz A. Zanlorensi, Yandre Maldonado e Gomes da Costa, David Menotti:
ORCNet: A context-based network to simultaneously segment the ocular region components. CoRR abs/2204.07456 (2022) - 2021
- [j15]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): 1564-1621 (2021) - [j14]Rodolfo Miranda Pereira, Yandre M. G. Costa, Carlos Nascimento Silla Jr.:
Toward hierarchical classification of imbalanced data using random resampling algorithms. Inf. Sci. 578: 344-363 (2021) - [j13]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:
Automatic chronic degenerative diseases identification using enteric nervous system images. Neural Comput. Appl. 33(22): 15373-15395 (2021) - [j12]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): 7116 (2021) - [c40]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: 45-54 - [c39]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: 173-183 - [c38]Fabio Pignelli, Yandre M. G. Costa, Luiz S. Oliveira, Diego Bertolini:
Data Augmentation for Writer Identification Using a Cognitive Inspired Model. ICDAR (4) 2021: 251-266 - [c37]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: 108-120 - [c36]Fabio Pignelli, Luiz S. Oliveira, Alceu S. Britto Jr., Yandre M. G. Costa, Diego Bertolini:
Document Filter for Writer Identification. IWSSIP 2021: 172-184 - [c35]José Fernando Tavares, Yandre M. G. Costa, Thelma Elita Colanzi:
Classification of UML Diagrams to Support Software Engineering Education. ASE Workshops 2021: 102-107 - 2020
- [j11]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): 2783-2808 (2020) - [j10]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: 105532 (2020) - [j9]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): 8 (2020) - [j8]Rodolfo Miranda Pereira, Yandre M. G. Costa, Carlos Nascimento Silla Jr.:
MLTL: A multi-label approach for the Tomek Link undersampling algorithm. Neurocomputing 383: 95-105 (2020) - [c34]Guilherme H. S. Nakahata, Ademir Aparecido Constantino, Yandre M. G. Costa:
Bonsai Style Classification: a new database and baseline results. ISM 2020: 104-110 - [c33]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: 173-180 - [c32]Juliano Donini da Silva, Yandre Maldonado e Gomes da Costa, Marcos Aurélio Domingues:
Improving Musical Tag Annotation with Stacking and Convolutional Neural Networks. IWSSIP 2020: 393-398 - [c31]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:
Music4All: A New Music Database and Its Applications. IWSSIP 2020: 399-404 - [i5]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 abs/2004.05835 (2020) - [i4]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 abs/2005.08424 (2020) - [i3]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 abs/2006.00654 (2020) - [i2]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 abs/2009.09780 (2020) - [i1]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:
Automatic Chronic Degenerative Diseases Identification Using Enteric Nervous System Images. CoRR abs/2011.00160 (2020)
2010 – 2019
- 2019
- [j7]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) - [c30]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: 517-523 - [c29]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: 1-8 - [c28]Marcos Roberto e Souza, Diego Bertolini, Hélio Pedrini, Yandre M. G. Costa:
Offline Handwritten Script Recognition Based on Texture Descriptors. IWSSIP 2019: 57-62 - [c27]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: 63-68 - [c26]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: 83-88 - [c25]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: 181-186 - [c24]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: 505-512 - 2018
- [j6]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: 187-197 (2018) - [j5]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): 178-184 (2018) - [c23]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 2018: 500-505 - [c22]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:
A Brazilian Speech Database. ICTAI 2018: 234-241 - [c21]Rodolfo Miranda Pereira, Yandre Maldonado e Gomes da Costa, Carlos Nascimento Silla Jr.:
Dealing with Imbalanceness in Hierarchical Multi-Label Datasets Using Multi-Label Resampling Techniques. ICTAI 2018: 818-824 - [c20]Rafael de Lima Aguiar, Yandre M. G. Costa, Carlos Nascimento Silla Jr.:
Exploring Data Augmentation to Improve Music Genre Classification with ConvNets. IJCNN 2018: 1-8 - [c19]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: 1-5 - [c18]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: 1-5 - [c17]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: 157-164 - [c16]Juliana Souza, Franklin César Flores, Yandre M. G. Costa:
Segmentation of Similar Images Based on Hierarchical Segmentation and Texture Analysis. SMC 2018: 3987-3992 - 2017
- [j4]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: 28-38 (2017) - [j3]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: 49-56 (2017) - [c15]Aline Maria Malachini Miotto Amaral, Cinthia Obladen de Almendra Freitas, Flávio Bortolozzi, Yandre Maldonado e Gomes da Costa:
Forensic Document Examination: Who Is the Writer? CIARP 2017: 53-60 - [c14]Diego Bertolini, Luiz S. Oliveira, Yandre M. G. Costa, Lucas Georges Helal:
Knowledge Transfer for Writer Identification. CIARP 2017: 102-110 - [c13]Juliano Cezar Chagas Tavares, Yandre Maldonado e Gomes da Costa:
Music mood classification using visual and acoustic features. CLEI 2017: 1-10 - [c12]Gustavo Zanoni Felipe, Yandre Maldonado e Gomes da Costa, Gomes da Costa, Lucas Georges Helal:
Acoustic scene classification using spectrograms. SCCC 2017: 1-7 - [c11]Lucas Georges Helal, Yandre Maldonado e Gomes da Costa, Gomes da Costa, Diego Bertolini Goncalves, Gustavo Zanoni Felipe:
Off-line writer identification using handcrafted features versus ConvNets. SCCC 2017: 1-8 - 2016
- [j2]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: 108-117 (2016) - [c10]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: 396-401 - [c9]Rafael de Lima Aguiar, Yandre Maldonado e Gomes da Costa, Loris Nanni:
Music genre recognition using spectrograms with harmonic-percussive sound separation. SCCC 2016: 1-7 - [c8]Guilherme Kamizake de Freitas, Yandre Maldonado e Gomes da Costa, Rafael de Lima Aguiar:
Using spectrogram to detect North Atlantic right whale calls from audio recordings. SCCC 2016: 1-6 - [c7]Diego Rafael Lucio, Yandre Maldonado e Gomes da Costa:
Bird species classification using visual and acoustic features extracted from audio signal. SCCC 2016: 1-12 - [c6]Rafael H. D. Zottesso, Yandre M. G. Costa, Diego Bertolini:
Music genre classification using visual features with feature selection. SCCC 2016: 1-6 - [c5]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: 1-11 - 2015
- [c4]Ana Montalvo, Yandre M. G. Costa, José Ramón Calvo de Lara:
Language Identification Using Spectrogram Texture. CIARP 2015: 543-550 - [c3]Diego Rafael Lucio, Yandre Maldonado e Gomes da Costa, Gomes da Costa:
Bird species classification using spectrograms. CLEI 2015: 1-11 - 2013
- [c2]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: 67-74 - 2012
- [j1]Yandre M. G. Costa, Luiz E. Soares de Oliveira, Alessandro L. Koerich, Fabien Gouyon, Jefferson G. Martins:
Music genre classification using LBP textural features. Signal Process. 92(11): 2723-2737 (2012) - [c1]Yandre M. G. Costa, Luiz S. Oliveira, Alessandro L. Koerich, Fabien Gouyon:
Comparing textural features for music genre classification. IJCNN 2012: 1-6
Coauthor Index
Diego Bertolini
aka: Diego Bertolini Goncalves
aka: Diego Bertolini Goncalves
Luiz Eduardo Soares de Oliveira
aka: Luiz S. Oliveira
aka: Luiz E. Soares de Oliveira
aka: Luiz E. S. Oliveira
aka: Luiz S. Oliveira
aka: Luiz E. Soares de Oliveira
aka: Luiz E. S. Oliveira
Carlos Nascimento Silla Jr.
aka: Carlos N. Silla
aka: Carlos N. Silla
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