Diego Furtado Silva

About Diego Furtado Silva

Diego Furtado Silva, With an exceptional h-index of 25 and a recent h-index of 23 (since 2020), a distinguished researcher at Universidade Federal de São Carlos, specializes in the field of Data Mining, Time Series, Machine Learning, Music Information Retrieval.

His recent articles reflect a diverse array of research interests and contributions to the field:

OLGA: One-cLass Graph Autoencoder

ChronoGAM: An End-to-End One-Class Time Series Gaussian Mixture Model

Noisy Self-Training with Data Augmentations for Offensive and Hate Speech Detection Tasks

Aprendizado de Máquina Supervisionado para Séries Temporais na Área da Saúde

Hemoglobin Estimation from Smartphone-Based Photoplethysmography with Small Data

A New Time Series Framework for Forest Fire Risk Forecasting and Classification

Unsupervised feature based algorithms for time series extrinsic regression

Heterogeneous Graph Neural Network for Music Emotion Recognition

Diego Furtado Silva Information

University

Position

Assistant Professor Departamento de Computação -

Citations(all)

2712

Citations(since 2020)

2102

Cited By

1396

hIndex(all)

25

hIndex(since 2020)

23

i10Index(all)

33

i10Index(since 2020)

30

Email

University Profile Page

Google Scholar

Diego Furtado Silva Skills & Research Interests

Data Mining

Time Series

Machine Learning

Music Information Retrieval

Top articles of Diego Furtado Silva

OLGA: One-cLass Graph Autoencoder

2023/10/13

Diego Furtado Silva
Diego Furtado Silva

H-Index: 17

ChronoGAM: An End-to-End One-Class Time Series Gaussian Mixture Model

2023/10/13

Diego Furtado Silva
Diego Furtado Silva

H-Index: 17

Noisy Self-Training with Data Augmentations for Offensive and Hate Speech Detection Tasks

2023/7/31

Aprendizado de Máquina Supervisionado para Séries Temporais na Área da Saúde

2023/6/27

Hemoglobin Estimation from Smartphone-Based Photoplethysmography with Small Data

2023/6/22

A New Time Series Framework for Forest Fire Risk Forecasting and Classification

2023/6/18

Diego Furtado Silva
Diego Furtado Silva

H-Index: 17

Ricardo Cerri
Ricardo Cerri

H-Index: 15

Unsupervised feature based algorithms for time series extrinsic regression

arXiv preprint arXiv:2305.01429

2023/5/2

David Guijo-Rubio
David Guijo-Rubio

H-Index: 4

Diego Furtado Silva
Diego Furtado Silva

H-Index: 17

Heterogeneous Graph Neural Network for Music Emotion Recognition

2022/12/4

Multimodal representation learning over heterogeneous networks for tag-based music retrieval

Expert Systems with Applications

2022/11/30

Angelo Cesar Mendes Da Silva
Angelo Cesar Mendes Da Silva

H-Index: 2

Diego Furtado Silva
Diego Furtado Silva

H-Index: 17

Computational Processing of the Portuguese Language: 15th International Conference, PROPOR 2022, Fortaleza, Brazil, March 21–23, 2022, Proceedings

2022/3/17

Smartphone-based screening for cardiovascular diseases: A trend?

International Journal of Cardiovascular Sciences

2022

UFSCar's Team at ABSAPT 2022: Using Syntax, Semantics and Context for Solving the Tasks.

2022

Lucas Nildaimon Dos Santos Silva
Lucas Nildaimon Dos Santos Silva

H-Index: 1

Diego Furtado Silva
Diego Furtado Silva

H-Index: 17

Remote and non-invasive monitoring of patients with COVID-19 by smartphone

Scientia Medica

2021/4/13

Named Entity Recognition for Brazilian Portuguese Product Titles

2021

Smartphone-based photo analysis for the evaluation of anemia, jaundice and COVID-19

2021

MetaPrep: Data preparation pipelines recommendation via meta-learning

2021/12/13

CurL-AutoML: Curriculum Learning-based AutoML

2021/12/13

Financial time series forecasting enriched with textual information

2021/12/13

Diego Furtado Silva
Diego Furtado Silva

H-Index: 17

Instance selection for music genre classification using heterogeneous networks

2021/10/24

On Generalist and Domain-Specific Music Classification Models and Their Impacts on Brazilian Music Genre Recognition

2021/10/24

Diego Furtado Silva
Diego Furtado Silva

H-Index: 17

Angelo Cesar Mendes Da Silva
Angelo Cesar Mendes Da Silva

H-Index: 2

See List of Professors in Diego Furtado Silva University(Universidade Federal de São Carlos)

Co-Authors

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