| 2024 | IPMU | Information Retrieval Using Fuzzy Fingerprints. | Gonalo Raposo, Joo Paulo Carvalho, Lusa Coheur, Bruno Martins |
| 2023 | IVA | Who Said That?: Selecting the Correct Persona from Conversational Text. | Rui Ribeiro, Joo Paulo Carvalho, Lusa Coheur |
| 2023 | SIGdial | PGTask: Introducing the Task of Profile Generation from Dialogues. | Rui Ribeiro, Joo Paulo Carvalho, Lusa Coheur |
| 2022 | IPMU | Fast Text Based Classification of News Snippets for Telecom Assurance. | Artur Simes, Joo Paulo Carvalho |
| 2021 | IJCNN | Retrieval Augmentation for Deep Neural Networks. | Rita Parada Ramos, Patrcia Pereira, Helena Moniz, Joo Paulo Carvalho, Bruno Martins |
| 2020 | IPMU | Creating Classification Models from Textual Descriptions of Companies Using Crunchbase. | Marco Felgueiras, Fernando Batista, Joo Paulo Carvalho |
| 2019 | EUSFLAT | A Case Study on Wildfire Propagation Modelling Using Evolving Rule Based Fuzzy Cognitive Maps. | Joo Paulo Carvalho, Pedro Gregorio |
| 2019 | IFSA | On the Implementation of Evolving Dynamic Cognitive Maps. | Joo Paulo Carvalho |
| 2018 | IJCNN | A "Deeper" Look at Detecting Cyberbullying in Social Networks. | Hugo Rosa, David Martins de Matos, Ricardo Ribeiro, Lusa Coheur, Joo Paulo Carvalho |
| 2018 | IPMU | Tag-Based User Fuzzy Fingerprints for Recommender Systems. | Andr Luiz da Costa Carvalho, Pvel Calado, Joo Paulo Carvalho |
| 2017 | EUSFLAT | Fuzzy Fingerprints for Item-Based Collaborative Filtering. | Andr Luiz da Costa Carvalho, Pvel Calado, Joo Paulo Carvalho |
| 2016 | IPMU | Creating Extended Gender Labelled Datasets of Twitter Users. | Marco Vicente, Fernando Batista, Joo Paulo Carvalho |
| 2014 | IJCCI | Towards Unsupervised Word Error Correction in Textual Big Data. | Joo Paulo Carvalho, Srgio Curto |
| 2013 | IFSA | Towards intelligent mining of public social networks' influence in society. | Joo Paulo Carvalho, Vasco Calais Pedro, Fernando Batista |
| 2013 | IFSA | A decision support system for ICU readmissions prevention. | Susana M. Vieira, Joo Paulo Carvalho, Andr S. Fialho, Shane R. Reti, Stan N. Finkelstein, Joo M. C. Sousa |
| 2011 | EUSFLAT | Mobile Phone User Identification with Fuzzy Fingerprints. | Nuno Homem, Joo Paulo Carvalho |
| 2010 | IPMU | Estimating Top-k Destinations in Data Streams. | Nuno Homem, Joo Paulo Carvalho |
| 2010 | IPMU | Dispersion Estimates for Telecommunications Fraud. | Nuno Homem, Joo Paulo Carvalho |
| 2009 | EUSFLAT | Rule Based Fuzzy Cognitive Maps in Socio-Economic Systems. | Joo Paulo Carvalho, Jos Alberto Batista Tom |
| 2009 | EUSFLAT | Ant Colony Optimization for Distributed Routing Path Optimization in Optical Burst-Switched Networks. | Joo Pedro, Joo Pires, Joo Paulo Carvalho |
| 2009 | GLOBECOM | Distributed Routing Path Optimization for OBS Networks Based on Ant Colony Optimization. | Joo Pedro, Joo Pires, Joo Paulo Carvalho |
| 2007 | ISDA | Fuzzy Boolean Networks Learning Behaviour. | Jos Alberto Batista Tom, Joo Paulo Carvalho |
| 2005 | EUSFLAT | Fuzzy Chess Tactics. | Joo Paulo Carvalho, Nuno Cavaco Gomes Horta, Daniel Chang Yan, Pedro Ramos e Silva |
| 2005 | EUSFLAT | One step ahead prediction using Fuzzy Boolean Neural Networks. | Jos Alberto Batista Tom, Joo Paulo Carvalho |
| 2005 | HIS | Market Index Prediction using Fuzzy Boolean Nets. | Jos Alberto Batista Tom, Joo Paulo Carvalho |
| 2001 | ICCS | Automatic Implementation and Simulation of Qualitative Cognitive Maps. | Joo Paulo Carvalho, Jos Alberto Batista Tom |