| 2026 | WorldCIST | Optimizing Collaborative Filtering in Federated Learning by Aligning the Model with Different Data Partitions. | Joo Gaspar, Jos Pessoa, Bruno Ribeiro, Diogo Martinho, Joaquim Santos, Goreti Marreiros |
| 2026 | WorldCIST | A Survey of Learning-Based Mesh Processing Techniques for Mesh Simplification. | Lus Teixeira, Vicente Teixeira, Patrcia Alves, Lus Conceio, Goreti Marreiros, Diogo Martinho |
| 2025 | EPIA | An Explainable Deep Learning Architecture for the Detection of Gastrointestinal Lesions in Colonoscopy Images. | Hugo Pereira, Diogo Martinho, Goreti Marreiros |
| 2025 | EPIA | Deep Learning-Based Microbial Colony Detection on Agar Plates. | Miguel Silva, Diogo Martinho, Goreti Marreiros |
| 2024 | DCAI | Design of a Proactive System to Promote Healthy Behaviors in the Elderly Population. | Vtor Crista, Diogo Martinho, Goreti Marreiros |
| 2024 | EPIA | A Multi-agent System Approach with Generative AI for Improved Elderly Daily Living. | Vtor Crista, Diogo Martinho, Goreti Marreiros |
| 2024 | IDEAL | Digital Mental Health Apps: Key Features and User Engagement for Better Wellness. | Cristiana Rocha, Diogo Martinho, Lus Conceio, Paulo Novais, Goreti Marreiros |
| 2023 | EPIA | Design and Development of Ontology for AI-Based Software Systems to Manage the Food Intake and Energy Consumption of Obesity, Diabetes and Tube Feeding Patients. | Diogo Martinho, Vtor Crista, Ziya Karakaya, Zahra Gamechi, Alberto Freitas, Jos Neves, Paulo Novais, Goreti Marreiros |
| 2022 | EPIA | A Review on Supervised Learning Methodologies for Detecting Eating Habits of Diabetic Patients. | Catarina Antelo, Diogo Martinho, Goreti Marreiros |
| 2022 | EPIA | Diabetic-Friendly Multi-agent Recommendation System for Restaurants Based on Social Media Sentiment Analysis and Multi-criteria Decision Making. | Bruno Teixeira, Diogo Martinho, Paulo Novais, Juan M. Corchado, Goreti Marreiros |
| 2022 | ISCC | Improving the lifestyle behavior of type 2 diabetes mellitus patients using a mobile application. | Andreia Pinto, Joo Viana, Diogo Martinho, Vtor Crista, Jos Miguel Diniz, Joana Reis, Joo Matos, David Greer, Goreti Marreiros, Alberto Freitas |
| 2022 | PAAMS | A Hybrid Model to Classify Physical Activity Profiles. | Vtor Crista, Diogo Martinho, Jorge Meira, Joo Carneiro, Juan M. Corchado, Goreti Marreiros |
| 2022 | WorldCIST | Recommendation Systems in the Context of Diabetes Mellitus Type 2: A Bibliometric Analysis. | Andreia Pinto, Diogo Martinho, Ana Vieira, Andr Ramalho, Alberto Freitas |
| 2021 | EPIA | 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 |
| 2020 | IDEAL | A Recommendation System of Nutrition and Physical Activity for Patients with Type 2 Diabetes Mellitus. | Joo Godinho, Sara Batista, Diogo Martinho, Lus Conceio |
| 2020 | WorldCIST | A Definition of a Coaching Plan to Guide Patients with Chronic Obstructive Respiratory Diseases. | Diogo Martinho, Ana Vieira, Joo Carneiro, Constantino Martins, Ana de Almeida, Goreti Marreiros |
| 2019 | EPIA | A Conceptual Approach to Enhance the Well-Being of Elderly People. | Diogo Martinho, Joo Carneiro, Paulo Novais, Jos Neves, Juan M. Corchado, Goreti Marreiros |
| 2018 | DCAI | A Framework for Group Decision-Making: Including Cognitive and Affective Aspects in a MCDA Method for Alternatives Rejection. | Joo Carneiro, Lus Conceio, Diogo Martinho, Goreti Marreiros, Paulo Novais |
| 2018 | WorldCIST | Defining a Collaborative Platform to Report Machine State. | Diogo Martinho, Joo Carneiro, Asif Mohammed, Ana Vieira, Isabel Praa, Goreti Marreiros |
| 2017 | WorldCIST | Including Credibility and Expertise in Group Decision-Making Process: An Approach Designed for UbiGDSS. | Joo Carneiro, Diogo Martinho, Goreti Marreiros, Paulo Novais |
| 2017 | WorldCIST | A Recommendation System for Online Courses. | David Estrela, Srgio Batista, Diogo Martinho, Goreti Marreiros |
| 2017 | WFCS | A pilot for proactive maintenance in industry 4.0. | Luis Lino Ferreira, Michele Albano, Jos Silva, Diogo Martinho, Goreti Marreiros, Giovanni Di Orio, Pedro Mal, Hugo M. Ferreira |
| 2016 | DCAI | Introducing Dynamic Argumentation to UbiGDSS. | Joo Carneiro, Diogo Martinho, Goreti Marreiros, Paulo Novais |
| 2016 | PAAMS | The Effect of Decision Satisfaction Prediction in Argumentation-Based Negotiation. | Joo Carneiro, Diogo Martinho, Goreti Marreiros, Paulo Novais |
| 2015 | EPIA | Defining Agents' Behaviour for Negotiation Contexts. | Joo Carneiro, Diogo Martinho, Goreti Marreiros, Paulo Novais |