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Employment (1)

Universidade do Estado de Minas Gerais: Frutal, MG, BR

2018-08-10 to present | Professor Adjunto (Ciências Exatas e da Terra)
Employment
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Ivan José dos Reis Filho

Works (5)

How do financial time series enhance the detection of news significance in market movements? A study using graph neural networks with heterogeneous representations

Neural Computing and Applications
2025-01 | Journal article
DOI: 10.1007/s00521-024-10418-5
Contributors: Ivan J. Reis Filho; Marcos P. S. Gôlo; Ricardo M. Marcacini; Solange O. Rezende
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Crossref

Dataset: Annotated soybean market news articles

Data in Brief
2024-08 | Journal article
DOI: 10.1016/j.dib.2024.110545
Contributors: Ivan José dos Reis Filho; Jamille de Campos Coleti; Ricardo Marcondes Marcacini; Solange Oliveira Rezende
Source: check_circle
Crossref

On the enrichment of time series with textual data for forecasting agricultural commodity prices

MethodsX
2022 | Journal article
DOI: 10.1016/j.mex.2022.101758
Contributors: Ivan José Reis Filho; Ricardo Marcondes Marcacini; Solange Oliveira Rezende
Source: check_circle
Crossref

Sequential Short-Text Classification from Multiple Textual Representations with Weak Supervision

2022 | Book chapter
DOI: 10.1007/978-3-031-21686-2_12
Contributors: Ivan J. Reis Filho; Luiz H. D. Martins; Antonio R. S. Parmezan; Ricardo M. Marcacini; Solange O. Rezende
Source: check_circle
Crossref

Commodities trend link prediction on heterogeneous information networks

2021-10-04 | Conference paper
DOI: 10.5753/kdmile.2021.17464
Contributors: P. do Carmo; I. J. Reis Filho; R. Marcacini
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