| 2026 | NetSoft | Diversity as a Security Primitive for ML-Based Network Intrusion Detection. | Allan Espindola, Altair O. Santin, Eduardo K. Viegas, Pedro M. Ferreira, Antnio Casimiro |
| 2025 | NCA | Poster: Quality Threat Intelligence to Enhance Cyber Security in the Public Administration. | Diogo Agostinho, Nikhil Tulcidas, Miracle Aniakor, Hugo Miranda, Pedro M. Ferreira, Ana Respcio |
| 2020 | ESORICS | Follow the Blue Bird: A Study on Threat Data Published on Twitter. | Fernando Alves, Ambrose Andongabo, Ilir Gashi, Pedro M. Ferreira, Alysson Bessani |
| 2020 | IJCNN | Towards end-to-end Cyberthreat Detection from Twitter using Multi-Task Learning. | Nuno Dionsio, Fernando Alves, Pedro M. Ferreira, Alysson Bessani |
| 2019 | ICMV | Learning signer-invariant representations with adversarial training. | Pedro M. Ferreira, Diogo Pernes, Ana Rebelo, Jaime S. Cardoso |
| 2017 | IBPRIA | Multimodal Learning for Sign Language Recognition. | Pedro M. Ferreira, Jaime S. Cardoso, Ana Rebelo |
| 2016 | IJCNN | Unsupervised entropy-based selection of data sets for improved model fitting. | Pedro M. Ferreira |
| 2015 | IBPRIA | A Fuzzy C-Means Algorithm for Fingerprint Segmentation. | Pedro M. Ferreira, Ana Filipa Sequeira, Ana Rebelo |
| 2013 | IBPRIA | A Wide Spread of Algorithms for Automatic Segmentation of Dermoscopic Images. | Pedro M. Ferreira, Teresa Mendona, Paula Rocha |
| 2012 | IJCNN | Extending the functional training approach for B-splines. | Cristiano Cabrita, Antnio E. B. Ruano, Pedro M. Ferreira, Lszl T. Kczy |
| 2012 | IJCNN | Energy savings in HVAC systems using discrete model-based predictive control. | Pedro M. Ferreira, Srgio M. Silva, Antnio E. B. Ruano |
| 2012 | IJCNN | Neural network PMV estimation for model-based predictive control of HVAC systems. | Pedro M. Ferreira, Srgio M. Silva, Antnio E. B. Ruano, Aldric T. Negrier, Eusebio Z. E. Conceicao |
| 2012 | SOFA | Exploiting the Functional Training Approach in Takagi-Sugeno Neuro-fuzzy Systems. | Cristiano Cabrita, Antnio E. B. Ruano, Pedro M. Ferreira, Lszl T. Kczy |
| 2008 | IJCNN | Application of computational intelligence methods to greenhouse environmental modelling. | Pedro M. Ferreira, Antnio E. B. Ruano |
| 2006 | IJCNN | Solar radiation prediction using RBF Neural Networks and cloudiness indices. | Eduardo M. Crispim, Pedro M. Ferreira, Antnio E. B. Ruano |