Rafael Geraldeli Rossi

Rafael Geraldeli Rossi

Universidade Federal de Mato Grosso do Sul

H-index: 15

Latin America-Brazil

About Rafael Geraldeli Rossi

Rafael Geraldeli Rossi, With an exceptional h-index of 15 and a recent h-index of 11 (since 2020), a distinguished researcher at Universidade Federal de Mato Grosso do Sul, specializes in the field of Heterogeneous Information Networks, Text Mining, Supervised Learning, Semi-Supervised Learning, Transductive Learning.

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

Positive Unlabeled Learning: Adapting NMF for text classification

REGULAR ISSUE: Electronics, Energy and Computing

Text representations for lyric-based identification of musical subgenres

One-class learning for fake news detection through multimodal variational autoencoders

A network-based positive and unlabeled learning approach for fake news detection

Detecting relevant app reviews for software evolution and maintenance through multimodal one-class learning

earning to sense from events via semantic variational autoencode

Learning to sense from events via semantic variational autoencoder

Rafael Geraldeli Rossi Information

University

Position

___

Citations(all)

766

Citations(since 2020)

527

Cited By

439

hIndex(all)

15

hIndex(since 2020)

11

i10Index(all)

20

i10Index(since 2020)

15

Email

University Profile Page

Universidade Federal de Mato Grosso do Sul

Google Scholar

View Google Scholar Profile

Rafael Geraldeli Rossi Skills & Research Interests

Heterogeneous Information Networks

Text Mining

Supervised Learning

Semi-Supervised Learning

Transductive Learning

Top articles of Rafael Geraldeli Rossi

Title

Journal

Author(s)

Publication Date

Positive Unlabeled Learning: Adapting NMF for text classification

Lucas SS Nunes

Thiago de P Faleiros

Rafael G Rossi

2023/9/25

REGULAR ISSUE: Electronics, Energy and Computing

IEEE Latin America Transactions

S Fingerhuth

J Bravo

M Bustamante

F Pizarro

J Oscullo

...

2020/1

Text representations for lyric-based identification of musical subgenres

IEEE Latin America Transactions

Fabrício Almeida do Carmo

Jorge Luiz Figueira da Silva Junior

Rafael Geraldeli Rossi

Fábio Manoel França Lobato

2023/6

One-class learning for fake news detection through multimodal variational autoencoders

Engineering Applications of Artificial Intelligence

Marcos Paulo Silva Gôlo

Mariana Caravanti de Souza

Rafael Geraldeli Rossi

Solange Oliveira Rezende

Bruno Magalhães Nogueira

...

2023/6/1

A network-based positive and unlabeled learning approach for fake news detection

Machine learning

Mariana Caravanti de Souza

Bruno Magalhães Nogueira

Rafael Geraldeli Rossi

Ricardo Marcondes Marcacini

Brucce Neves Dos Santos

...

2022/10

Detecting relevant app reviews for software evolution and maintenance through multimodal one-class learning

Information and Software Technology

Marcos PS Gôlo

Adailton F Araújo

Rafael G Rossi

Ricardo M Marcacini

2022/11/1

earning to sense from events via semantic variational autoencode

PLoS One

Marcos Paulo Silva Golo

Rafael Geraldeli Rossi

Ricardo Marcondes Marcacini

2021

Learning to sense from events via semantic variational autoencoder

Plos one

Marcos Paulo Silva Gôlo

Rafael Geraldeli Rossi

Ricardo Marcondes Marcacini

2021/12/23

Triple-vae: A triple variational autoencoder to represent events in one-class event detection

Anais

Marcos Paulo Silva Gôlo

Rafael Geraldeli Rossi

Ricardo Marcondes Marcacini

2021

A heterogeneous network-based positive and unlabeled learning approach to detect fake news

Mariana C de Souza

Bruno M Nogueira

Rafael G Rossi

Ricardo M Marcacini

Solange O Rezende

2021/11/28

Learning textual representations from multiple modalities to detect fake news through one-class learning

Marcos Gôlo

Mariana Caravanti

Rafael Rossi

Solange Rezende

Bruno Nogueira

...

2021/11/5

A graph-based approach for positive and unlabeled learning

Information Sciences

Julio César Carnevali

Rafael Geraldeli Rossi

Evangelos Milios

Alneu de Andrade Lopes

2021/11/1

Aprendizado de Máquina não Supervisionado Baseado em Redes Heterogêneas para Agrupamento de Textos

José Santos

Rafael Rossi

2020/10/20

A two-stage regularization framework for heterogeneous event networks

Pattern Recognition Letters

Brucce Neves dos Santos

Rafael Geraldeli Rossi

Solange Oliveira Rezende

Ricardo Marcondes Marcacini

2020/10/1

See List of Professors in Rafael Geraldeli Rossi University(Universidade Federal de Mato Grosso do Sul)

Co-Authors

H-index: 34
Thiago A. S. Pardo

Thiago A. S. Pardo

Universidade de São Paulo

H-index: 26
Solange Oliveira Rezende

Solange Oliveira Rezende

Universidade de São Paulo

H-index: 25
Diego Furtado Silva

Diego Furtado Silva

Universidade Federal de São Carlos

H-index: 23
Alneu de Andrade Lopes

Alneu de Andrade Lopes

Universidade de São Paulo

H-index: 17
Marcos G. Quiles

Marcos G. Quiles

Universidade Federal de São Paulo

H-index: 17
Ricardo M. Marcacini

Ricardo M. Marcacini

Universidade de São Paulo

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