| 2025 | SAC | Improving Natural Product Knowledge Extraction from Academic Literature with Enhanced PDF Text Extraction and Large Language Models. | Paulo Viviurka Do Carmo, Marcos Paulo Silva Glo, Jonas Gwozdz, Edgard Marx, Ricardo Marcondes Marcacini |
| 2025 | SBAC-PAD | Text2Graph: Combining Lightweight LLMs and GNNs for Efficient Text Classification in Label-Scarce Scenarios. | Joo Lucas Luz Lima Sarcinelli, Ricardo Marcondes Marcacini |
| 2023 | ICMLA | Weak Supervision for Question and Answering Sentiment Analysis. | Victor Akihito Kamada Tomita, Fbio Manoel Frana Lobato, Ricardo Marcondes Marcacini |
| 2023 | IJCNN | On the Use of Aggregation Functions for Semi-Supervised Network Embedding. | Marcelo Isaias de Moraes, Ricardo Marcondes Marcacini |
| 2021 | SAC | RE-BERT: automatic extraction of software requirements from app reviews using BERT language model. | Adailton Ferreira de Arajo, Ricardo Marcondes Marcacini |
| 2018 | IJCNN | Improving Instance Selection via Metric Learning. | Eduardo Zarate Max, Ricardo Marcondes Marcacini, Edson Takashi Matsubara |
| 2017 | IJCNN | Integrating distance metric learning and cluster-level constraints in semi-supervised clustering. | Bruno Magalhes Nogueira, Yuri Karan Benevides Tomas, Ricardo Marcondes Marcacini |
| 2014 | ICPR | Using Contextual Information from Topic Hierarchies to Improve Context-Aware Recommender Systems. | Marcos Aurlio Domingues, Marcelo Garcia Manzato, Ricardo Marcondes Marcacini, Camila Vaccari Sundermann, Solange Oliveira Rezende |
| 2014 | ICPR | Improving Personalized Ranking in Recommender Systems with Topic Hierarchies and Implicit Feedback. | Marcelo Garcia Manzato, Marcos Aurlio Domingues, Ricardo Marcondes Marcacini, Solange Oliveira Rezende |
| 2014 | ICPR | Privileged Information for Hierarchical Document Clustering: A Metric Learning Approach. | Ricardo Marcondes Marcacini, Marcos Aurlio Domingues, Eduardo R. Hruschka, Solange Oliveira Rezende |
| 2013 | DocEng | Incremental hierarchical text clustering with privileged information. | Ricardo Marcondes Marcacini, Solange Oliveira Rezende |