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ResearcherID: K-3306-2016

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Works (22)

Evaluating Sentiment Quantification Methods in Brazilian Portuguese Corpora

2025 | Book chapter
DOI: 10.1007/978-3-031-79035-5_16
Contributors: Lucas Nildaimon dos Santos Silva; Diego Furtado Silva; Helena de Medeiros Caseli
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One-class graph autoencoder: A new end-to-end, low-dimensional, and interpretable approach for node classification

Information Sciences
2025-08 | Journal article
DOI: 10.1016/j.ins.2025.122060
Contributors: Marcos Paulo Silva Gôlo; José Gilberto Barbosa de Medeiros Junior; Diego Furtado Silva; Ricardo Marcondes Marcacini
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Artist Similarity Based on Heterogeneous Graph Neural Networks

IEEE/ACM Transactions on Audio, Speech, and Language Processing
2024 | Journal article
DOI: 10.1109/TASLP.2024.3437170
Contributors: Angelo Cesar Mendes da Silva; Diego Furtado Silva; Ricardo Marcondes Marcacini
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Multimodal representation learning over heterogeneous networks for tag-based music retrieval

Expert Systems with Applications
2022-11 | Journal article
DOI: 10.1016/j.eswa.2022.117969
Contributors: Angelo Cesar Mendes da Silva; Diego Furtado Silva; Ricardo Marcondes Marcacini
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Smartphone-Based Screening for Cardiovascular Diseases: A Trend?

International Journal of Cardiovascular Sciences
2021-12-14 | Journal article
DOI: 10.36660/ijcs.20210096
Contributors: Thiago Mazzu-Nascimento; Danilo Nogueira Evangelista; Obeedu Abubakar; Meliza Goi Roscani; Rodrigo Santos Aguilar; Silvana Gama Florêncio Chachá; Priscila Raupp da Rosa; Diego Furtado Silva
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Smartphone-based photo analysis for the evaluation of anemia, jaundice and COVID-19

International Journal of Nutrology
2021-08 | Journal article
DOI: 10.1055/s-0041-1734014
Contributors: Thiago Mazzu-Nascimento; Danilo Nogueira Evangelista; Obeedu Abubakar; Amanda Soares Sousa; Leandro Cândido de Souza; Silvana Gama Florencio Chachá; Rafael Luis Luporini; Lucas Vinícius Domingues; Diego Furtado Silva; Carlos Alberto Nogueira-de-Almeida
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Remote and non-invasive monitoring of patients with COVID-19 by smartphone

Scientia Medica
2021-04-05 | Journal article
DOI: 10.15448/1980-6108.2021.1.39340
Contributors: Thiago Mazzu-Nascimento; Danilo Nogueira Evangelista; Obeedu Abubakar; Bernardino Geraldo Alves Souto; Lucas Vinicius Domingues; Diego Furtado Silva; Carlos Alberto Nogueira-de-Almeida
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Mobile Health (mHealth) and Advances in Noninvasive Diagnosis of Anemia: An Overview

International Journal of Nutrology
2020-09 | Journal article
DOI: 10.1055/s-0040-1716497
Contributors: Thiago Mazzu-Nascimento; Danilo Nogueira Evangelista; Obeedu Abubakar; Emanuel Carrilho; Diego Furtado Silva; Silvana Gama Florencio Chachá; Rafael Luis Luporini; Andréia Andreozi Alcântara Moura de Luca; Isabeth Fonseca Estevão; Carlos Alberto Nogueira-de-Almeida
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Noninvasive Self-monitoring of Blood Glucose at Your Fingertips, Literally!: Smartphone-Based Photoplethysmography

International Journal of Nutrology
2020-09 | Journal article
DOI: 10.1055/s-0040-1716498
Contributors: Thiago Mazzu-Nascimento; Ângela Merice de Oliveira Leal; Carlos Alberto Nogueira-de-Almeida; Lucimar Retto da Silva de Avó; Emanuel Carrilho; Diego Furtado Silva
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Fast Similarity Matrix Profile for Music Analysis and Exploration

IEEE Transactions on Multimedia
2019-01 | Journal article
DOI: 10.1109/TMM.2018.2849563
Contributors: Diego F. Silva; Chin-Chia M. Yeh; Yan Zhu; Gustavo E. A. P. A. Batista; Eamonn Keogh
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Speeding up similarity search under dynamic time warping by pruning unpromising alignments

Data Mining and Knowledge Discovery
2018-07-12 | Journal article
DOI: 10.1007/s10618-018-0557-y
Contributors: Diego F. Silva; Rafael Giusti; Eamonn Keogh; Gustavo E. A. P. A. Batista
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Class imbalance revisited: a new experimental setup to assess the performance of treatment methods

Knowledge and Information Systems
2015 | Journal article
DOI: 10.1007/s10115-014-0794-3
WOSUID:

WOS:000361650600009
Contributors: Prati, Ronaldo C.; Batista, Gustavo E. A. P. A.; Silva, Diego F.
Source: Self-asserted source
Diego Furtado Silva via ResearcherID

Classification of evolving data streams with infinitely delayed labels

2015 IEEE 14th International Conference on Machine Learning and Applications (ICMLA)
2015 | Journal article
DOI: 10.1109/ICMLA.2015.174
WOSUID:

INSPEC:15824340
Contributors: Souza, V.M.A.; Silva, D.F.; Batista, G.E.A.P.A.; Gama, J.
Source: Self-asserted source
Diego Furtado Silva via ResearcherID

Exploring Low Cost Laser Sensors to Identify Flying Insect Species Evaluation of Machine Learning and Signal Processing Methods

Journal of Intelligent & Robotic Systems
2015 | Journal article
DOI: 10.1007/s10846-014-0168-9
WOSUID:

WOS:000368189000020
Contributors: Silva, Diego F.; Souza, Vinicius M. A.; Ellis, Daniel P. W.; Keogh, Eamonn J.; Batista, Gustavo E. A. P. A.
Source: Self-asserted source
Diego Furtado Silva via ResearcherID

Time Series Classification with Representation Ensembles

Advances in Intelligent Data Analysis XIV. 14th International Symposium, IDA 2015. Proceedings: LNCS 9385
2015 | Journal article
DOI: 10.1007/978-3-319-24465-5_10
WOSUID:

INSPEC:15526552
Contributors: Giusti, R.; Silva, D.F.; Batista, G.E.A.P.A.; Fromont, E.; De Bie, T.; van Leeuwen, M.
Source: Self-asserted source
Diego Furtado Silva via ResearcherID

Extracting Texture Features for Time Series Classification

2014 22nd International Conference on Pattern Recognition (Icpr)
2014 | Book chapter
DOI: 10.1109/ICPR.2014.254
WOSUID:

WOS:000359818001092
Contributors: Souza, Vinicius M. A.; Silva, Diego F.; Batista, Gustavo E. A. P. A.; IEEE
Source: Self-asserted source
Diego Furtado Silva via ResearcherID

A comparative study between MFCC and LSF coefficients in automatic recognition of isolated digits pronounced in Portuguese and English

Acta Scientiarum-Technology
2013 | Journal article
DOI: 10.4025/actascitechnol.v35i4.19825
WOSUID:

WOS:000326446200004
Contributors: Silva, Diego Furtado; Alves de Souza, Vinicius Mourao; Prado Alves Batista, Gustavo Enrique de Almeida
Source: Self-asserted source
Diego Furtado Silva via ResearcherID

Applying Machine Learning and Audio Analysis Techniques to Insect Recognition in Intelligent Traps

2013 12th International Conference on Machine Learning and Applications (Icmla 2013), Vol 1
2013 | Journal article
DOI: 10.1109/ICMLA.2013.24
WOSUID:

WOS:000353637800016
Contributors: Silva, Diego F.; de Souza, Vinicius M. A.; Batista, Gustavo E. A. P. A.; Keogh, Eamonn; Ellis, Daniel P. W.; SayedMouchaweh, M; Fu, YR; Wani, MA; Boicu, M; Kubat, M
Source: Self-asserted source
Diego Furtado Silva via ResearcherID

Classification of Data Streams Applied to Insect Recognition: Initial Results

2013 Brazilian Conference on Intelligent Systems (Bracis)
2013 | Journal article
DOI: 10.1109/BRACIS.2013.21
WOSUID:

WOS:000345774700013
Contributors: de Souza, Vinicius M. A.; Silva, Diego F.; Batista, Gustavo E. A. P. A.; Pozo, ATR; Camargo, HD; Furtado, V; Pinheiro, V
Source: Self-asserted source
Diego Furtado Silva via ResearcherID

Time Series Classification Using Compression Distance of Recurrence Plots

2013 Ieee 13th International Conference on Data Mining (Icdm)
2013 | Journal article
DOI: 10.1109/ICDM.2013.128
WOSUID:

WOS:000332874200070
Contributors: Silva, Diego F.; de Souza, Vinicius M. A.; Batista, Gustavo E. A. P. A.; Xiong, H; Karypis, G; Thuraisingham, B; Cook, D; Wu, X
Source: Self-asserted source
Diego Furtado Silva via ResearcherID

An Experimental Design to Evaluate Class Imbalance Treatment Methods

2012 Eleventh International Conference on Machine Learning and Applications (ICMLA)
2012 | Journal article
DOI: 10.1109/ICMLA.2012.162
WOSUID:

INSPEC:13243203
Contributors: Batista, G.; Silva, D.; Prati, R.; Arif Wani, M.; Khoshgoftaar, T.; Xingquan Zhu; Seliya, N.
Source: Self-asserted source
Diego Furtado Silva via ResearcherID

Spoken Digit Recognition in Portuguese Using Line Spectral Frequencies

Advances in Artificial Intelligence - Iberamia 2012
2012 | Journal article
WOSUID:

WOS:000314227700025
Contributors: Silva, Diego F.; de Souza, Vinicius M. A.; Batista, Gustavo E. A. P. A.; Giusti, Rafael; Pavon, J; DuqueMendez, ND; FuentesFernandez, R
Source: Self-asserted source
Diego Furtado Silva via ResearcherID

Peer review (6 reviews for 5 publications/grants)

Review activity for Complex & intelligent systems. (1)
Review activity for Language resources and evaluation. (1)
Review activity for Machine learning with applications. (1)
Review activity for Machine learning. (2)
Review activity for Personal and ubiquitous computing. (1)
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