| 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 | 32 | 2022 |
| 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 | 22 | 2020 |
| 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 | 16 | 2021 |
| 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 | 11 | 2023 |
| 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 | 9 | 2022 |
| 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 | 5 | 2024 |
| 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 | 4 | 2022 |
| Unsupervised heterogeneous graph neural network for hit song prediction through one class learning ACM Silva, MPS Gôlo, RM Marcacini Anais, 2022 | 4 | 2022 |
| Learning to sense from events via semantic variational autoencoder MPS Gôlo, RG Rossi, RM Marcacini Plos one 16 (12), e0260701, 2021 | 3 | 2021 |
| 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 | 2 | 2023 |
| Triple-vae: A triple variational autoencoder to represent events in one-class event detection MPS Gôlo, RG Rossi, RM Marcacini Anais, 2021 | 2 | 2021 |
| 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 | 1 | 2023 |
| 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 |
Ricardo M. MarcaciniInstitute of Mathematics and Computer Sciences (ICMC) - University of São Paulo (USP)Verified email at icmc.usp.br
