| 2024 | HCI | Sentiment Classification Model for Landscapes. | Nelson Silva, Pedro J. S. Cardoso, Joo M. F. Rodrigues |
| 2020 | HCI | Nature at Your Service - Nature Inspired Representations Combined with Eye-gaze Features to Infer User Attention and Provide Contextualized Support. | Carla Barreiros, Nelson Silva, Viktoria Pammer-Schindler, Eduardo E. Veas |
| 2019 | ETRA | Eye tracking support for visual analytics systems: foundations, current applications, and research challenges. | Nelson Silva, Tanja Blascheck, Radu Jianu, Nils Rodrigues, Daniel Weiskopf, Martin Raubal, Tobias Schreck |
| 2018 | ETRA | Leveraging eye-gaze and time-series features to predict user interests and build a recommendation model for visual analysis. | Nelson Silva, Tobias Schreck, Eduardo E. Veas, Vedran Sabol, Eva Eggeling, Dieter W. Fellner |
| 2017 | IUI | Visual Exploration of Large Scatter Plot Matrices by Pattern Recommendation based on Eye Tracking. | Lin Shao, Nelson Silva, Eva Eggeling, Tobias Schreck |
| 2013 | IECON | Generative modeling and numerical optimization for energy efficient buildings. | Torsten Ullrich, Nelson Silva, Eva Eggeling, Dieter W. Fellner |