| 2026 | WorldCIST | Efficient Pairwise Difference Learning: A Comparative Study of Encoding Strategies and Training Pair Selection. | Bernard Georges, Mohamed Karim Belaid, Manuel Rodrigues |
| 2026 | WorldCIST | Implementation of Remote Sensing and Deep Learning Techniques for Lake Water Quality Classification. | Joo Delfim da Cruz Pereira, Pedro Oliveira, Manuel Rodrigues, Paulo Novais |
| 2025 | EPIA | Enabling Context-Aware Sarcasm Detection in Ambient Intelligence Through Local LLMs. | Adelino Gala, Manuel Rodrigues, Francisco Supino Marcondes, Paulo Novais |
| 2025 | IWANN | Ethical Considerations in Artificial Intelligence and Machine Learning. | Manuel Rodrigues, Rita Lino, Fernando Alves, Paulo Novais |
| 2025 | PAAMS | Towards Efficient Biogas Production: Deep Learning-Based Methane Forecasting in Anaerobic Digesters of Wastewater Treatment Plants. | Duarte Lucas, Pedro Oliveira, Afonso Bessa, Francisco Supino Marcondes, Manuel Rodrigues |
| 2025 | WorldCIST | AI for Deception Detection: Techniques, Challenges, and Ethical Considerations. | Joo Neves, Jos Monteiro, Manuel Rodrigues |
| 2025 | SoMeT | Edge-Enabled Predictive Maintenance with Autoencoders: A Real-Time Approach. | Joo Martins, Manuel Rodrigues, Paulo Novais |
| 2024 | DCAI | Insights into Quantitative Evaluation Techniques for AI Explainability. | Hugo Gomes, Joo Ferreira, Manuel Rodrigues |
| 2024 | HAIS | Lexicon Annotation with LLM: A Proof of Concept with ChatGPT. | Francisco Supino Marcondes, Adelino de C. O. S. Gala, Manuel Rodrigues, Jos Joo Almeida, Paulo Novais |
| 2024 | WorldCIST | Integrating Explainable AI: Breakthroughs in Medical Diagnosis and Surgery. | Ana Henriques, Henrique Parola, Raquel Gonalves, Manuel Rodrigues |
| 2023 | DCAI | Recognizing Emotions from Voice: A Prototype. | Manuel Rodrigues, Guilherme Andrade |
| 2022 | IDEAL | An Approach to Authenticity Speech Validation Through Facial Recognition and Artificial Intelligence Techniques. | Hugo Faria, Manuel Rodrigues, Paulo Novais |
| 2020 | ECAI | Modelling an Intelligent Tutoring System based on Supervised Behaviour Biometrics. | Dalila Dures, Manuel Rodrigues, Paulo Novais |
| 2018 | PDP | Low-Effort Task Distribution of Stencil Computation on Heterogeneous Multi-GPUs: Simulating Graphene Superlattices. | Manuel Rodrigues, David E. D. Fernandes, Mario G. Silveirinha, Gabriel Falco |