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Yandre M. G. Costa
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2020 – today
- 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
aka: Diego Bertolini Goncalves
aka: Luiz S. Oliveira
aka: Luiz E. Soares de Oliveira
aka: Luiz E. S. Oliveira
aka: Carlos N. Silla
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