| 2025 | COLING | MuPe Life Stories Dataset: Spontaneous Speech in Brazilian Portuguese with a Case Study Evaluation on ASR Bias against Speakers Groups and Topic Modeling. | Sidney Evaldo Leal, Arnaldo Cndido Jnior, Ricardo M. Marcacini, Edresson Casanova, Odilon Gonalves, Anderson da Silva Soares, Rodrigo Lima, Lucas Rafael Stefanel Gris, Sandra M. Alusio |
| 2022 | ICMLA | Sentence Similarity Recognition in Portuguese from Multiple Embedding Models. | Ana Carolina Rodrigues, Ricardo M. Marcacini |
| 2021 | ICDM | Semi-Supervised Graph Attention Networks for Event Representation Learning. | Joo Pedro Rodrigues Mattos, Ricardo M. Marcacini |
| 2018 | CLEI | Agribusiness Time Series Forecasting using Perceptually Important Events. | Lusas S. Rodrigues, Solange O. Rezende, Maria Fernanda Moura, Ricardo M. Marcacini |
| 2017 | IDEAS | Constrained Hierarchical Clustering for News Events. | Ronaldo Florence, Bruno M. Nogueira, Ricardo M. Marcacini |
| 2016 | ICPR | On combining Websensors and DTW distance for kNN Time Series Forecasting. | Ricardo M. Marcacini, Julio C. Carnevali, Joao Domingos |
| 2014 | IDEAS | Named entities as privileged information for hierarchical text clustering. | Roberta Akemi Sinoara, Camila Vaccari Sundermann, Ricardo M. Marcacini, Marcos Aurlio Domingues, Solange O. Rezende |
| 2013 | WWW | Improving consensus clustering of texts using interactive feature selection. | Ricardo M. Marcacini, Marcos Aurlio Domingues, Solange Oliveira Rezende |
| 2012 | ICPR | An active learning approach to frequent itemset-based text clustering. | Ricardo M. Marcacini, Geraldo N. Correa, Solange O. Rezende |
| 2010 | SEKE | Incremental Construction of Topic Hierarchies using Hierarchical Term Clustering. | Ricardo M. Marcacini, Solange O. Rezende |