On the Prospect of using Cognitive Systems to Enforce Data Access Control. - Fernando Fradique Duarte; Diogo Domingues Regateiro; Óscar Mortágua Pereira; Rui L. Aguiar (IoTBDS, 2017)

Discovery of Newsworthy Events in Twitter. - Fernando Fradique Duarte; Óscar Mortágua Pereira; Rui L. Aguiar (IoTBDS, 2018)

Benchmarking Deep and Non-deep Reinforcement Learning Algorithms for Discrete Environments. - Fernando Fradique Duarte; Nuno Lau; Artur Pereira; Luís Paulo Reis (ROBOT (2), 2019)

Framework for the Discovery of Newsworthy Events in Social Media. - Fernando Fradique Duarte; Óscar Mortágua Pereira; Rui L. Aguiar (Int. J. Organ. Collect. Intell., 2019)

Revisiting Deep Attention Recurrent Networks. - Fernando Fradique Duarte; Nuno Lau; Artur Pereira; Luís Paulo Reis (EPIA (1), 2023)

LSTM, ConvLSTM, MDN-RNN and GridLSTM Memory-based Deep Reinforcement Learning. - Fernando Fradique Duarte; Nuno Lau; Artur Pereira; Luís Paulo Reis (ICAART (2), 2023)

Study on LSTM and ConvLSTM Memory-Based Deep Reinforcement Learning. - Fernando Fradique Duarte; Nuno Lau; Artur Pereira; Luís Paulo Reis (ICAART (Revised Selected Paper), 2023)

Dynamically Choosing the Number of Heads in Multi-Head Attention. - Fernando Fradique Duarte; Nuno Lau; Artur Pereira; Luís Paulo Reis (ICAART (2), 2024)

Dynamic Multi-head Attention. - Fernando Fradique Duarte; Nuno Lau; Artur Pereira; Luís Paulo Reis (ICAART (Revised Selected Paper, 1), 2024)

Comparative Study on Curiosity with Attention, Memory and Empowerment. - Fernando Fradique Duarte; Nuno Lau; Artur Pereira; Luís Paulo Reis (ICARSC, 2025)