| 2022 | ADMA | GANs for Automatic Generation of Data Plots. | Joo Toms Caldeira, Cludia Antunes |
| 2022 | EPIA | The Automation of Feature Generation with Domain Knowledge. | Tiago Afonso, Cludia Antunes |
| 2022 | ICDM | Students Temporal Profiling and e-Learning Resources Recommendation Based on NLP's Terms Extraction. | Andr Picado, Anna Carolina Finamore, Ana Moura Santos, Cludia Antunes |
| 2022 | IDEAL | Automatic Exploration of Domain Knowledge in Healthcare. | Tiago Afonso, Cludia Antunes |
| 2021 | ADMA | Recommendation for Higher Education Candidates: A Case Study on Engineering Programs. | Bruno Mota da Silva, Cludia Antunes |
| 2021 | EDM | Recommendation System for Engineering Programs Candidates. | Bruno Mota da Silva, Cludia Antunes |
| 2021 | MDAI | Density-Based Evaluation Metrics in Unsupervised Anomaly Detection Contexts. | Rui Maia, Cludia Antunes |
| 2014 | CBMS | Computer-Aided Prognosis Based on Temporal Dependencies. | Daniel Cardoso, Cludia Antunes |
| 2014 | EDM | Singular Value Decomposition in Education: a case study on recommending courses. | Fbio Carballo, Cludia Antunes |
| 2014 | EDM | Mining Multi-dimensional Patterns for Student Modelling. | Andreia Silva, Cludia Antunes |
| 2014 | EDM | Mining coherent evolution patterns in education through biclustering. | Andr Vale, Sara C. Madeira, Cludia Antunes |
| 2014 | IDEAS | Condensed representation of frequent itemsets. | Daniel Serrano, Cludia Antunes |
| 2013 | ACII | Accessing Emotion Patterns from Affective Interactions Using Electrodermal Activity. | Rui Henriques, Ana Paiva, Cludia Antunes |
| 2013 | EPIA | (TD)2PaM: A Constraint-Based Algorithm for Mining Temporal Patterns in Transactional Databases. | Slvia Moura Pina, Cludia Antunes |
| 2013 | ICDM | Towards the Integration of Constrained Mining with Star Schemas. | Andreia Silva, Cludia Antunes |
| 2013 | KDD | Pushing constraints into data streams. | Andreia Silva, Cludia Antunes |
| 2013 | MDAI | Pushing Constraints into a Pattern-Tree. | Andreia Silva, Cludia Antunes |
| 2012 | EDM | Social Networks Analysis for Quantifying Students' Performance in Teamwork. | Pedro Terras Crespo, Cludia Antunes |
| 2012 | MDAI | Finding Patterns in Large Star Schemas at the Right Aggregation Level. | Andreia Silva, Cludia Antunes |
| 2011 | EDM | Mining Teaching Behaviors from Pedagogical Surveys. | Joana Barracosa, Cludia Antunes |
| 2010 | MDAI | Pattern Mining on Stars with FP-Growth. | Andreia Silva, Cludia Antunes |
| 2009 | ICDM | Pattern Mining over Star Schemas in the Onto4AR Framework. | Cludia Antunes |
| 2009 | ISDA | Mining Models for Failing Behaviors. | Cludia Antunes |
| 2008 | EDM | Acquiring Background Knowledge for Intelligent Tutoring Systems. | Cludia Antunes |
| 2001 | AIME | Knowledge Acquisition System to Support Low Vision Consultation. | Cludia Antunes, Joo P. Martins |