Follow
Marcos  Paulo Silva Gôlo
Title
Cited by
Cited by
Year
Opinion mining for app reviews: an analysis of textual representation and predictive models
AF Araujo, MPS Gôlo, RM Marcacini
Automated Software Engineering 29 (1), 5, 2022
322022
From Bag-of-Words to Pre-trained Neural Language Models: Improving Automatic Classification of App Reviews for Requirements Engineering
A Araujo, M Gôlo, B Viana, F Sanches, R Romero, R Marcacini
Anais do XVII Encontro Nacional de Inteligência Artificial e Computacional …, 2020
222020
Learning textual representations from multiple modalities to detect fake news through one-class learning
M Gôlo, M Caravanti, R Rossi, S Rezende, B Nogueira, R Marcacini
Proceedings of the Brazilian Symposium on Multimedia and the Web, 197-204, 2021
162021
An extensive empirical evaluation of preprocessing techniques and supervised one class learning algorithms for text classification
MPS Gôlo, R Marcacini, R Rossi
Proceeding of the National Meeting on Artificial and Computational …, 2019
13*2019
One-class learning for fake news detection through multimodal variational autoencoders
MPS Gôlo, MC de Souza, RG Rossi, SO Rezende, BM Nogueira, ...
Engineering Applications of Artificial Intelligence 122, 106088, 2023
112023
Detecting relevant app reviews for software evolution and maintenance through multimodal one-class learning
MPS Gôlo, AF Araújo, RG Rossi, RM Marcacini
Information and Software Technology 151, 106998, 2022
92022
Keywords attention for fake news detection using few positive labels
MC de Souza, MPS Gôlo, AMG Jorge, ECF de Amorim, RNT Campos, ...
Information Sciences 663, 120300, 2024
52024
One-class recommendation through unsupervised graph neural networks for link prediction
MPS Gôlo, LG Moraes, R Goularte, RM Marcacini
Symposium on Knowledge Discovery, Mining and Learning (KDMiLe), 146-153, 2022
42022
Unsupervised heterogeneous graph neural network for hit song prediction through one class learning
ACM Silva, MPS Gôlo, RM Marcacini
Anais, 2022
42022
Learning to sense from events via semantic variational autoencoder
MPS Gôlo, RG Rossi, RM Marcacini
Plos one 16 (12), e0260701, 2021
32021
On the use of early fusion operators on heterogeneous graph neural networks for one-class learning
MPS Gôlo, MI De Moraes, R Goularte, RM Marcacini
Proceedings of the 29th Brazilian Symposium on Multimedia and the Web, 128-136, 2023
22023
Triple-vae: A triple variational autoencoder to represent events in one-class event detection
MPS Gôlo, RG Rossi, RM Marcacini
Anais, 2021
22021
Text Representation through Multimodal Variational Autoencoder for One-Class Learning
MPS Gôlo, RM Marcacini
V Concurso de Teses e Dissertações - Anais Estendidos do XXIX Simpósio …, 2023
12023
How do financial time series enhance the detection of news significance in market movements? A study using graph neural networks with heterogeneous representations
MPS Gôlo, RM Marcacini, SO Rezende
Neural Computing and Applications, 1-13, 2024
2024
Tracking Free-Ranging Pantaneiro Sheep during Extreme Drought in the Pantanal through Precision Technologies
GA da Silva, SA Santos, PRL Meirelles, RSB Pinheiro, MPS Gôlo, ...
Agriculture 14 (7), 1154, 2024
2024
OLGA: One-cLass Graph Autoencoder
MPS Gôlo, J Junior, DF Silva, RM Marcacini
arXiv preprint arXiv:2406.09131, 2024
2024
Unsupervised Heterogeneous Graph Neural Networks for One-Class Tasks: Exploring Early Fusion Operators
MPS Gôlo, MI de Moraes Junior, R Goularte, RM Marcacini
Journal on Interactive Systems 15 (1), 517-529, 2024
2024
The Impact of Representation Learning on Unsupervised Graph Neural Networks for One-Class Recommendation
MPS Gôlo, LG de Moraes, R Goularte, RM Marcacini
Journal of Information and Data Management 15 (1), 112-122, 2024
2024
One-Class Learning for Text Causal Discovery through Hypergraph Neural Networks
MPS Gôlo, RM Marcacini
II Workshop on Causal Discovery (CaDis), 1-12, 2024
2024
Multimodal audio emotion recognition with graph-based consensus pseudolabeling
GN Coutinho, AV Lima, JK Yugoshi, MI Moraes Junior, MPS Gôlo, ...
Anais, 2023
2023
The system can't perform the operation now. Try again later.
Articles 1–20