Yandre M. G. Costa

Orcid: 0000-0002-0630-3171

According to our database1, Yandre M. G. Costa authored at least 74 papers between 2012 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Cancer Identification in Enteric Nervous System Preclinical Images Using Handcrafted and Automatic Learned Features.
Neural Process. Lett., October, 2023

Multi-Modal Music Mood Classification with Dynamic Classifier Selection.
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.
Proceedings of the 30th International Conference on Systems, Signals and Image Processing, 2023

Automatic quantitative and morphometric analysis of muscle fibers.
Proceedings of the 30th International Conference on Systems, Signals and Image Processing, 2023

Acoustic Scene Classification by Linear Projections for Dimensionality Reduction.
Proceedings of the 30th International Conference on Systems, Signals and Image Processing, 2023

Integrating Multiple Public Datasets for Human Activity Recognition using Machine Learning.
Proceedings of the 30th International Conference on Systems, Signals and Image Processing, 2023

Date Fruit classification using a wide range of classifiers.
Proceedings of the 30th International Conference on Systems, Signals and Image Processing, 2023

Labor Accidents Classification Using Machine Learning.
Proceedings of the 25th International Conference on Enterprise Information Systems, 2023

Stingless Bee Classification: A New Dataset and Baseline Results.
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.
Sensors, 2022

A multimodal approach for multi-label movie genre classification.
Multim. Tools Appl., 2022

ORCNet: A context-based network to simultaneously segment the ocular region components.
CoRR, 2022

Cancer Identification in Walker 256 Tumor Model Exploring Texture Properties Taken from Microphotograph of Rats Liver.
Algorithms, 2022

Combining Muti-Layer Features For Plant Species Classification in a Siamese Network.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

Evaluating multimodal strategies for multi-label movie genre classification.
Proceedings of the 29th International Conference on Systems, Signals and Image Processing, 2022

A semi-automatic approach for quantitative analysis of histological images.
Proceedings of the 29th International Conference on Systems, Signals and Image Processing, 2022

Gemstone classification using ConvNet with transfer learning and fine-tuning.
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.
Sensors, 2021

Automatic chronic degenerative diseases identification using enteric nervous system images.
Neural Comput. Appl., 2021

Toward hierarchical classification of imbalanced data using random resampling algorithms.
Inf. Sci., 2021

Handling imbalance in hierarchical classification problems using local classifiers approaches.
Data Min. Knowl. Discov., 2021

Classification of UML Diagrams to Support Software Engineering Education.
Proceedings of the 36th IEEE/ACM International Conference on Automated Software Engineering, 2021

Classification of Toxic Ornamental Plants for Domestic Animals Using CNN.
Proceedings of the Systems, Signals and Image Processing - 28th International Conference, 2021

Document Filter for Writer Identification.
Proceedings of the Systems, Signals and Image Processing - 28th International Conference, 2021

Data Augmentation for Writer Identification Using a Cognitive Inspired Model.
Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

Japanese Kana and Brazilian Portuguese Manuscript Database.
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.
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.
Neurocomputing, 2020

Ensemble of convolutional neural networks to improve animal audio classification.
EURASIP J. Audio Speech Music. Process., 2020

Impact of lung segmentation on the diagnosis and explanation of COVID-19 in chest X-ray images.
CoRR, 2020

Single-sample writers - "Document Filter" and their impacts on writer identification.
CoRR, 2020

COVID-19 identification in chest X-ray images on flat and hierarchical classification scenarios.
Comput. Methods Programs Biomed., 2020

The dissimilarity approach: a review.
Artif. Intell. Rev., 2020

Improving Musical Tag Annotation with Stacking and Convolutional Neural Networks.
Proceedings of the 2020 International Conference on Systems, Signals and Image Processing, 2020

Music4All: A New Music Database and Its Applications.
Proceedings of the 2020 International Conference on Systems, Signals and Image Processing, 2020

Bonsai Style Classification: a new database and baseline results.
Proceedings of the IEEE International Symposium on Multimedia, 2020

Multimodal Classification of Emotions in Latin Music.
Proceedings of the IEEE International Symposium on Multimedia, 2020

2019
Phasic dopamine release identification using convolutional neural network.
Comput. Biol. Medicine, 2019

An Indoor Sign Dataset (ISD): An Overview and Baseline Evaluation.
Proceedings of the 14th International Joint Conference on Computer Vision, 2019

Offline Handwritten Script Recognition Based on Texture Descriptors.
Proceedings of the International Conference on Systems, Signals and Image Processing, 2019

Vehicle Detection and Classification in Traffic Images Using ConvNets With Constrained Resources.
Proceedings of the International Conference on Systems, Signals and Image Processing, 2019

Representation Learning and Dissimilarity for Writer Identification.
Proceedings of the International Conference on Systems, Signals and Image Processing, 2019

Identification of Infants' Cry Motivation Using Spectrograms.
Proceedings of the International Conference on Systems, Signals and Image Processing, 2019

Representation Learning vs. Handcrafted Features for Music Genre Classification.
Proceedings of the International Joint Conference on Neural Networks, 2019

Multi-label Emotion Classification in Music Videos Using Ensembles of Audio and Video Features.
Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

2018
Bird and whale species identification using sound images.
IET Comput. Vis., 2018

Bird species identification using spectrogram and dissimilarity approach.
Ecol. Informatics, 2018

Segmentation of Similar Images Based on Hierarchical Segmentation and Texture Analysis.
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.
Proceedings of the 11th PErvasive Technologies Related to Assistive Environments Conference, 2018

Automatic Vehicle type Classification with Convolutional Neural Networks.
Proceedings of the 25th International Conference on Systems, Signals and Image Processing, 2018

Automatic Identification of Phasic Dopamine Release.
Proceedings of the 25th International Conference on Systems, Signals and Image Processing, 2018

Exploring Data Augmentation to Improve Music Genre Classification with ConvNets.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Dealing with Imbalanceness in Hierarchical Multi-Label Datasets Using Multi-Label Resampling Techniques.
Proceedings of the IEEE 30th International Conference on Tools with Artificial Intelligence, 2018

A Brazilian Speech Database.
Proceedings of the IEEE 30th International Conference on Tools with Artificial Intelligence, 2018

A Resampling Approach for Imbalanceness on Music Genre Classification using Spectrograms.
Proceedings of the Thirty-First International Florida Artificial Intelligence Research Society Conference, 2018

2017
Combining visual and acoustic features for audio classification tasks.
Pattern Recognit. Lett., 2017

An evaluation of Convolutional Neural Networks for music classification using spectrograms.
Appl. Soft Comput., 2017

Off-line writer identification using handcrafted features versus ConvNets.
Proceedings of the 36th International Conference of the Chilean Computer Science Society, 2017

Acoustic scene classification using spectrograms.
Proceedings of the 36th International Conference of the Chilean Computer Science Society, 2017

Music mood classification using visual and acoustic features.
Proceedings of the 2017 XLIII Latin American Computer Conference, 2017

Knowledge Transfer for Writer Identification.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2017

Forensic Document Examination: Who Is the Writer?
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2017

2016
Combining visual and acoustic features for music genre classification.
Expert Syst. Appl., 2016

Automatic segmentation of audio signal in bird species identification.
Proceedings of the 35th International Conference of the Chilean Computer Science Society, 2016

Music genre classification using visual features with feature selection.
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.
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.
Proceedings of the 35th International Conference of the Chilean Computer Science Society, 2016

Music genre recognition using spectrograms with harmonic-percussive sound separation.
Proceedings of the 35th International Conference of the Chilean Computer Science Society, 2016

Combining Visual and Acoustic Features for Bird Species Classification.
Proceedings of the 28th IEEE International Conference on Tools with Artificial Intelligence, 2016

2015
Bird species classification using spectrograms.
Proceedings of the 2015 Latin American Computing Conference, 2015

Language Identification Using Spectrogram Texture.
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.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2013

2012
Music genre classification using LBP textural features.
Signal Process., 2012

Comparing textural features for music genre classification.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012


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