| 2026 | WorldCIST | A Reference Model for Integration of Large Language Models in Higher Education: A Study of Doctoral Students' Perception of the Model's Applicability and Relevance. | Margarida Afonso, Ramiro Gonalves, Joaquim Santos, Constantino Martins, Goreti Marreiros |
| 2026 | WorldCIST | Optimizing Collaborative Filtering in Federated Learning by Aligning the Model with Different Data Partitions. | Joo Gaspar, Jos Pessoa, Bruno Ribeiro, Diogo Martinho, Joaquim Santos, Goreti Marreiros |
| 2025 | WorldCIST | Towards LLM-Driven Personalized and Engaging Learning Experiences: A Design Science Research Approach. | Margarida Afonso, Ramiro Gonalves, Joaquim Santos, Constantino Martins |
| 2025 | WorldCIST | Near Real-Time Sentiment Analysis in Cross Domain Applications. | Miguel Albergaria, Joaquim Santos, Paulo Oliveira, Raquel Faria, Goreti Marreiros, Luz Faria |
| 2023 | DCAI | Chatbot Architecture for a Footwear E-Commerce Scenario. | Vasco Rodrigues, Joaquim Santos, Pedro Carrasco, Isabel S. Jesus, Ramiro S. Barbosa, Paulo Matos, Goreti Marreiros |
| 2020 | CBMS | Fall Detection in Clinical Notes using Language Models and Token Classifier. | Joaquim Santos, Henrique D. P. dos Santos, Renata Vieira |
| 2020 | LREC | Embeddings for Named Entity Recognition in Geoscience Portuguese Literature. | Bernardo Scapini Consoli, Joaquim Santos, Diogo Gomes, Fbio Corra Cordeiro, Renata Vieira, Viviane Pereira Moreira |
| 2020 | LREC | Word Embedding Evaluation in Downstream Tasks and Semantic Analogies. | Joaquim Santos, Bernardo Scapini Consoli, Renata Vieira |
| 2007 | ISDA | Hybrid Multi-agent System for Cooperative Dynamic Scheduling Through Meta-Heuristics. | Ana Madureira, Joaquim Santos, Nuno Gomes |