| 2021 | Automated Fake News Detection Using Computational Forensic Linguistics. | Ricardo Moura, Rui Sousa-Silva, Henrique Lopes Cardoso |
| 2021 | FERMAT: Feature Engineering with Grammatical Evolution. | Mariana Monteiro, Nuno Loureno, Francisco B. Pereira |
| 2021 | One Arm to Rule Them All: Online Learning with Multi-armed Bandits for Low-Resource Conversational Agents. | Vnia Mendona, Lusa Coheur, Alberto Sardinha |
| 2021 | A Data-Driven Simulator for Assessing Decision-Making in Soccer. | Tiago Mendes-Neves, Joo Mendes-Moreira, Rosaldo J. F. Rossetti |
| 2021 | A Reinforcement Learning Approach to Improve User Achievement of Health-Related Goals. | Diogo Martinho, Joo Carneiro, Jos Neves, Paulo Novais, Juan M. Corchado, Goreti Marreiros |
| 2021 | A Well Lubricated Machine: A Data Driven Model for Lubricant Oil Conditions. | Roney Malaguti, Nuno Loureno, Cristvo Silva |
| 2021 | The DeepONets for Finance: An Approach to Calibrate the Heston Model. | Igor Michel Santos Leite, Joo Daniel Madureira Yamim, Leonardo Goliatt da Fonseca |
| 2021 | Solving a Bilevel Problem with Station Location and Vehicle Routing Using Variable Neighborhood Descent and Ant Colony Optimization. | Marcos R. C. O. Leite, Heder S. Bernardino, Luciana Brugiolo Gonalves |
| 2021 | Compound Movement Recognition Using Dynamic Movement Primitives. | Ali H. Kordia, Francisco S. Melo |
| 2021 | Exploiting Symmetry in Human Robot-Assisted Dressing Using Reinforcement Learning. | Pedro Ildefonso, Pedro Remdios, Rui Silva, Miguel Vasco, Francisco S. Melo, Ana Paiva, Manuela Veloso |
| 2021 | Deep Neural Network Architectures for Speech Deception Detection: A Brief Survey. | Andrey Lucas Herchonvicz, Rafael de Santiago |
| 2021 | A Reputation Score Proposal for Online Video Platforms. | David Garca-Retuerta, Roberto Casado-Vara, Diego Valdeolmillos, Juan M. Corchado |
| 2021 | Terrace Vineyards Detection from UAV Imagery Using Machine Learning: A Preliminary Approach. | Nuno Figueiredo, Lus Pdua, Joaquim Joo Sousa, Antnio M. R. Sousa |
| 2021 | Faster Than LASER - Towards Stream Reasoning with Deep Neural Networks. | Joo Ferreira, Diogo Lavado, Ricardo Gonalves, Matthias Knorr, Ludwig Krippahl, Joo Leite |
| 2021 | Deep Neural Networks for Approximating Stream Reasoning with C-SPARQL. | Ricardo Ferreira, Carolina Lopes, Ricardo Gonalves, Matthias Knorr, Ludwig Krippahl, Joo Leite |
| 2021 | Predicting Predawn Leaf Water Potential up to Seven Days Using Machine Learning. | Ahmed A. Fares, Fbio Vasconcelos, Joo Mendes-Moreira, Carlos Ferreira |
| 2021 | NOPL - Notification Oriented Programming Language - A New Language, and Its Application to Program a Robotic Soccer Team. | Joo Alberto Fabro, Leonardo Araujo Santos, Matheus Diniz de Freitas, Adriano Francisco Ronszcka, Jean Marcelo Simo |
| 2021 | Revisiting "Recurrent World Models Facilitate Policy Evolution". | Bernardo Esteves, Francisco S. Melo |
| 2021 | Comparison of Transfer Learning Behaviour in Violence Detection with Different Public Datasets. | Dalila Dures, Flvio Arthur O. Santos, Francisco Supino Marcondes, Sascha Lange, Jos Machado |
| 2021 | Metaheuristics for the Robot Part Sequencing and Allocation Problem with Collision Avoidance. | Marco Croucamp, Jacomine Grobler |
| 2021 | Modelling Voting Behaviour During a General Election Campaign Using Dynamic Bayesian Networks. | Patrcio Costa, Ana Rita Nogueira, Joo Gama |
| 2021 | Deploying a Speech Therapy Game Using a Deep Neural Network Sibilant Consonants Classifier. | William Costa, Sofia Cavaco, Nuno Marques |
| 2021 | Data Streams for Unsupervised Analysis of Company Data. | Miguel Carrega, Hugo Santos, Nuno Marques |
| 2021 | CyberPolice: Classification of Cyber Sexual Harassment. | Priyam Basu, Tiasa Singha Roy, Soham Tiwari, Saksham Mehta |
| 2021 | A Comparison of Classification Methods Applied to Legal Text Data. | Digenes Carlos Arajo, Alexandre Lima, Joo Pedro Lima, Jos Alfredo Ferreira Costa |