| 2023 | Emotion4MIDI: A Lyrics-Based Emotion-Labeled Symbolic Music Dataset. | Serkan Sulun, Pedro Oliveira, Paula Viana |
| 2023 | OSPT: European Portuguese Paraphrastic Dataset with Machine Translation. | Afonso Sousa, Henrique Lopes Cardoso |
| 2023 | A Comparison of Automated Machine Learning Tools for Predicting Energy Building Consumption in Smart Cities. | Daniela Soares, Pedro Jos Pereira, Paulo Cortez, Carlos Adriano Gonalves |
| 2023 | Deep Learning-Based Tree Stem Segmentation for Robotic Eucalyptus Selective Thinning Operations. | Daniel Queirs da Silva, Tiago Ferreira Rodrigues, Armando Jorge Miranda de Sousa, Filipe Neves dos Santos, Vtor Filipe |
| 2023 | Time-Series Pattern Verification in CNC Machining Data. | Joo Miguel Silva, Ana Rita Nogueira, Jos Pinto, Antnio Correia Alves, Ricardo Teixeira Sousa |
| 2023 | Towards Interpretability in Fintech Applications via Knowledge Augmentation. | Catarina Silva, Tiago Faria, Bernardete Ribeiro |
| 2023 | Leveraging TFR-BERT for ICD Diagnoses Ranking. | Ana Silva, Pedro Chaves, Sara Rijo, Joo Bone, Tiago Oliveira, Paulo Novais |
| 2023 | A System for Animal Health Monitoring and Emotions Detection. | David Sec, Peter Mikuleck |
| 2023 | Anonymisation of Judicial Rulings for Legal Analytics Purposes: Ethics, Law, and Compliance. | Jacopo Ciani Sciolla, Ludovica Paseri |
| 2023 | Evolving Urban Landscapes. | Jorge Santos, Rafael Murta, Joo Miguel Cunha, Srgio M. Rebelo, Tiago Martins, Pedro Martins |
| 2023 | Covariance Kernel Learning Schemes for Gaussian Process Based Prediction Using Markov Chain Monte Carlo. | Gargi Roy, Kane Warrior, Dalia Chakrabarty |
| 2023 | Vocalization Features to Recognize Small Dolphin Species for Limited Datasets. | Lus Rosrio, Sofia Cavaco, Joaquim F. Silva, Lus Freitas, Philippe Verborgh |
| 2023 | Completeness of Datasets Documentation on ML/AI Repositories: An Empirical Investigation. | Marco Rondina, Antonio Vetr, Juan Carlos De Martin |
| 2023 | Using CDR Data to Understand Post-pandemic Mobility Patterns. | Cludia Rodrigues, Marco Veloso, Ana Alves, Carlos Bento |
| 2023 | Advancing Neural Encoding of Portuguese with Transformer Albertina PT-. | Joo Rodrigues, Lus Gomes, Joo Silva, Antnio Branco, Rodrigo Santos, Henrique Lopes Cardoso, Toms Freitas Osrio |
| 2023 | Data Mining Models to Predict Parking Lot Availability. | Beatriz Rodrigues, Carlos Fernandes, Jos Vieira, Filipe Portela |
| 2023 | Interpreting What is Important: An Explainability Approach and Study on Feature Selection. | Eduardo M. Rodrigues, Yassine Baghoussi, Joo Mendes-Moreira |
| 2023 | Assessing Good, Bad and Ugly Arguments Generated by ChatGPT: a New Dataset, its Methodology and Associated Tasks. | Victor Hugo Nascimento Rocha, Igor Cataneo Silveira, Paulo Pirozelli, Denis Deratani Mau, Fbio Gagliardi Cozman |
| 2023 | A Novel Federated Learning Approach to Enable Distributed and Collaborative Genetic Programming. | Bruno Ribeiro, Luis Gomes, Zita Vale |
| 2023 | Unravelling Heterogeneity: A Hybrid Machine Learning Approach to Predict Post-discharge Complications in Cardiothoracic Surgery. | Bruno Ribeiro, Isabel Curioso, Ricardo Santos, Federico Guede-Fernndez, Pedro Coelho, Jorge Santos, Jos Fragata, Ana Londral, Ins Sousa |
| 2023 | Hybrid SkipAwareRec: A Streaming Music Recommendation System. | Rui Ramos, Lino Oliveira, Joo Vinagre |
| 2023 | Using Artificial Intelligence for Trust Management Systems in Fog Computing: A Comprehensive Study. | Mohamed Abdel Rahman, Ahmed Dahroug, Sherin M. Moussa |
| 2023 | Combining Neighbor Models to Improve Predictions of Age of Onset of ATTRv Carriers. | Maria Pedroto, Alpio Jorge, Joo Mendes-Moreira, Teresa Coelho |
| 2023 | Symbolic Versus Deep Learning Techniques for Explainable Sentiment Analysis. | Shamsuddeen Hassan Muhammad, Pavel Brazdil, Alpio Jorge |
| 2023 | Production Scheduling for Total Energy Cost and Machine Longevity Optimization Through a Genetic Algorithm. | Bruno Mota, Daniel Ramos, Pedro Faria, Carlos Ramos |