| 2026 | AAAI | DFDT: Dynamic Fast Decision Tree for IoT Data Stream Mining on Edge Devices. | Afonso Loureno, Joo Rodrigo, Joo Gama, Goreti Marreiros |
| 2026 | KDD | In-context Learning of Evolving Data Streams with Tabular Foundational Models. | Afonso Loureno, Joo Gama, Eric P. Xing, Goreti Marreiros |
| 2026 | SAC | Explainable Anomaly Detection for Industrial IoT Data Streams. | Ana Rita Pauprio, Diogo Risca, Afonso Loureno, Goreti Marreiros, Ricardo Martins |
| 2026 | WorldCIST | A Reference Model for Integration of Large Language Models in Higher Education: A Study of Doctoral Students' Perception of the Model's Applicability and Relevance. | Margarida Afonso, Ramiro Gonalves, Joaquim Santos, Constantino Martins, Goreti Marreiros |
| 2026 | WorldCIST | A Systematic Review of Explainability Artificial Intelligence (XAI) Techniques for Mitigating Trustworthiness Issues on Medical Image Models. | Rafael Esquiato, Goreti Marreiros |
| 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 | DCAI | Optimizing AI Models for Fall Detection on Resource-Constrained Embedded Systems. | Franscisco Loureiro, Gabriel Pinto, Rafael Martins, William Xavier, Gustavo Corrente, Lus Conceio, Goreti Marreiros |
| 2025 | ECAI | Online Hierarchical Partitioning of the Output Space in Extreme Multi-Label Data Streams. | Lara Neves, Afonso Loureno, Alberto Cano, Goreti Marreiros |
| 2025 | EPIA | An Explainable Deep Learning Architecture for the Detection of Gastrointestinal Lesions in Colonoscopy Images. | Hugo Pereira, Diogo Martinho, Goreti Marreiros |
| 2025 | EPIA | Lightweight Tree Ensembles with Optimized Features for Five-Class Sleep Apnea Stratification. | Vasco Silva, Goreti Marreiros, Lus Conceio |
| 2025 | EPIA | Deep Learning-Based Microbial Colony Detection on Agar Plates. | Miguel Silva, Diogo Martinho, Goreti Marreiros |
| 2025 | HCI | Integrating Privacy by Design Principles into AI-Driven Systems for Human Activity and Health Monitoring. | Rute Almeida, Alberto Freitas, Teresa Silva, Duarte Dias, Joyca Lacroix, Ignace De Lathauwer, Goreti Marreiros, Lus Conceio |
| 2025 | RecSys | Travel Together, Play Together: Gamifying a Group Recommender System for Tourism. | Patrcia Alves, Joana Neto, Jorge Lima, Jos Silva, Lus Conceio, Goreti Marreiros |
| 2025 | WorldCIST | Near Real-Time Sentiment Analysis in Cross Domain Applications. | Miguel Albergaria, Joaquim Santos, Paulo Oliveira, Raquel Faria, Goreti Marreiros, Luz Faria |
| 2025 | WorldCIST | AISVE Kit: Practical Tool for Incorporating AI and Sustainability in Vocational Education. | Ftima Pais, Paulo Matos, Lus Soares, Filipe Santos, Lus Conceio, Constantino Martins, Goreti Marreiros |
| 2025 | WorldCIST | Enhancing Medication Adherence with Computer Vision: Object Detection Models for Pill Detection. | Gabriel Pinto, Rafael Martins, Hugo Pereira, Rita Ribeiro, Lus Conceio, Goreti Marreiros |
| 2025 | WorldCIST | Application of Active Learning on Medical Images to Enhance Machine Learning Models. | Maria Santos, Goreti Marreiros |
| 2024 | DCAI | Advancing Smart Urban Futures in the Healthcare Sector. | Victor Alves, Goreti Marreiros, Florentino Fdez-Riverola, Jos Neves, Jorge Ribeiro, Henrique Vicente |
| 2024 | DCAI | Design of a Proactive System to Promote Healthy Behaviors in the Elderly Population. | Vtor Crista, Diogo Martinho, Goreti Marreiros |
| 2024 | DCAI | Non-Ergodic Theory vs. Fractal Geometry in Organizational Learning and Dynamic Skills at a Healthcare Food Catering Service. | Rui Lima, Goreti Marreiros, Florentino Fdez-Riverola, Henrique Vicente, Jos Neves |
| 2024 | DCAI | Supporting Elderly Care Through an AI-Driven and FHIR-Based Remote Monitoring System. | Rafael Martins, Hugo Pereira, Gustavo Corrente, William Xavier, Lus Conceio, Alberto Freitas, 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 |
| 2024 | PAAMS | Machine Learning Applied in Government Audit with Focus on Financial Statement: A Systematic Literature Review. | Heloisa Guimares Coelho, Goreti Marreiros, Lus Fernando Maia |
| 2024 | WorldCIST | Multi-class Model to Predict Pain on Lower Limb Intermittent Claudication Patients. | Rafael Martins, Lus Conceio, Gustavo Corrente, William Xavier, Jlio Souza, Alberto Freitas, Goreti Marreiros |
| 2024 | WorldCIST | Predictive Process Mining a Systematic Literature Review. | Eduardo Silva, Goreti Marreiros |
| 2023 | DCAI | Chatbot Architecture for a Footwear E-Commerce Scenario. | Vasco Rodrigues, Joaquim Santos, Pedro Carrasco, Isabel S. Jesus, Ramiro S. Barbosa, Paulo Matos, Goreti Marreiros |
| 2023 | EPIA | Rule-Based System for Intelligent Energy Management in Buildings. | Aria Jozi, Tiago Pinto, Luis Gomes, Goreti Marreiros, Zita Vale |
| 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 |
| 2023 | ESANN | Automated green machine learning for condition-based maintenance. | Afonso Loureno, Carolina Ferraz, Jorge Meira, Goreti Marreiros, Vernica Boln-Canedo, Amparo Alonso-Betanzos |
| 2023 | RecSys | Improving Group Recommendations using Personality, Dynamic Clustering and Multi-Agent MicroServices. | Patrcia Alves, Andr Martins, Paulo Novais, Goreti Marreiros |
| 2023 | SAC | Online adaptive learning for out-of-round railway wheels detection. | Afonso Loureno, Jorge Meira, 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 | Effective Communication in Transition Care During Shift Change. | Filipe Fernandes, Almeida Dias, Isabel Arajo, Goreti Marreiros, Joana Machado, Hossam Dawa, Henrique Vicente, Jos Neves |
| 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 | IJCNN | When the best reviews are not placed between extremes. | Eva Blanco-Mallo, Joo Carneiro, Goreti Marreiros, Beatriz Remeseiro, Vernica Boln-Canedo |
| 2022 | IECON | Using simulation to evaluate a concept drift detector for condition based maintenance. | Afonso Loureno, Marta Fernandes, Goreti Marreiros, Juan Manuel Corchado |
| 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 | Grouplanner: A Group Recommender System for Tourism with Multi-agent MicroServices. | Patrcia Alves, Domingos Gomes, Catarina Rodrigues, Joo Carneiro, Paulo Novais, Goreti Marreiros |
| 2022 | PAAMS | A Hybrid Model to Classify Physical Activity Profiles. | Vtor Crista, Diogo Martinho, Jorge Meira, Joo Carneiro, Juan M. Corchado, Goreti Marreiros |
| 2022 | PAAMS | Using an Explainable Machine Learning Approach to Minimize Opportunistic Maintenance Interventions. | Afonso Loureno, Marta Fernandes, Alda Canito, Ana de Almeida, Goreti Marreiros |
| 2022 | PAAMS | Implementation of a FHIR Specification for the Interoperability of a Remote Monitoring Platform of Patients with Vascular Diseases. | Ana Vieira, Lus Conceio, Luz Faria, Paulo Novais, Goreti Marreiros |
| 2022 | WorldCIST | Applying Time-Constraints Using Ontologies to Sensor Data for Predictive Maintenance. | Alda Canito, Armando Nobre, Jos Neves, Juan M. Corchado, Goreti Marreiros |
| 2022 | WorldCIST | Aspect Based Sentiment Analysis Annotation Methodology for Group Decision Making Problems: An Insight on the Baseball Domain. | Tiago Cardoso, Vasco Rodrigues, Lus Conceio, Joo Carneiro, Goreti Marreiros, Paulo Novais |
| 2022 | WorldCIST | A Fake News Detection and Credibility Ranking Platform for Portuguese Online News. | Ins Rito Lima, Mrcia Pinto, Ivone Amorim, Goreti Marreiros, Alexandre Ulisses |
| 2021 | DCAI | Service-Oriented Architecture for Data-Driven Fault Detection. | Marta Fernandes, Alda Canito, Daniel Mota, Juan M. Corchado, Goreti Marreiros |
| 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 |
| 2021 | IECON | Flexible Architecture for Data-Driven Predictive Maintenance with Support for Offline and Online Machine Learning Techniques. | Alda Canito, Marta Fernandes, Joo Mourinho, Serkan Tosun, Kamer Kaya, Aysegl Turupcu, Angel Lagares, Hseyin Karabulut, Goreti Marreiros |
| 2021 | PAAMS | Using Machine Learning to Predict the Users Ratings on TripAdvisor Based on Their Reviews. | Joo Carneiro, Jorge Meira, Paulo Novais, Goreti Marreiros |
| 2021 | PAAMS | Semantic Services Catalog for Multiagent Systems Society. | Gabriel Santos, Alda Canito, Rui Carvalho, Tiago Pinto, Zita A. Vale, Goreti Marreiros, Juan M. Corchado |
| 2021 | PAAMS | Defining an Architecture for a Remote Monitoring Platform to Support the Self-management of Vascular Diseases. | Ana Vieira, Joo Carneiro, Lus Conceio, Constantino Martins, Jlio Souza, Alberto Freitas, Goreti Marreiros |
| 2021 | WorldCIST | Bridging the Gap Between Domain Ontologies for Predictive Maintenance with Machine Learning. | Alda Canito, Juan M. Corchado, Goreti Marreiros |
| 2020 | DCAI | Contextual Adaptative Interfaces for Industry 4.0. | Alda Canito, Daniel Mota, Goreti Marreiros, Juan M. Corchado, Constantino Martins |
| 2020 | DCAI | Applying Machine Learning Classifiers in Argumentation Context. | Lus Conceio, Joo Carneiro, Goreti Marreiros, Paulo Novais |
| 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 | DCAI | A Conceptual Group Decision Support System for Current Times: Dispersed Group Decision-Making. | Joo Carneiro, Patrcia Alves, Goreti Marreiros, Paulo Novais |
| 2019 | DCAI | Fault Detection Mechanism of a Predictive Maintenance System Based on Autoregressive Integrated Moving Average Models. | Marta Fernandes, Alda Canito, Juan Manuel Corchado, Goreti Marreiros |
| 2019 | EPIA | Semantic Web Services for Multi-Agent Systems Interoperability. | Alda Canito, Gabriel Santos, Juan M. Corchado, Goreti Marreiros, Zita A. Vale |
| 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 |
| 2019 | HAIS | Entropy and Organizational Performance. | Jos Neves, Nuno Maia, Goreti Marreiros, Mariana Neves, Ana Fernandes, Jorge Ribeiro, Isabel Arajo, Nuno Arajo, Liliana vidos, Filipa Ferraz, Antnio Capita, Nicols F. Lori, Victor Alves, Henrique Vicente |
| 2019 | HAIS | Modeling a Mobile Group Recommender System for Tourism with Intelligent Agents and Gamification. | Patrcia Alves, Joo Carneiro, Goreti Marreiros, Paulo Novais |
| 2019 | WorldCIST | Automatic Document Annotation with Data Mining Algorithms. | Alda Canito, Goreti Marreiros, Juan Manuel Corchado |
| 2019 | WorldCIST | A Multi-agent System Framework for Dialogue Games in the Group Decision-Making Context. | Joo Carneiro, Patrcia Alves, Goreti Marreiros, Paulo Novais |
| 2018 | DCAI | A Big Data Platform for Industrial Enterprise Asset Value Enablers. | Alda Canito, Marta Fernandes, Lus Conceio, Isabel Praa, 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 | Predictive Maintenance in the Metallurgical Industry: Data Analysis and Feature Selection. | Marta Fernandes, Alda Canito, Vernica Boln-Canedo, Lus Conceio, Isabel Praa, Goreti Marreiros |
| 2018 | WorldCIST | Defining a Collaborative Platform to Report Machine State. | Diogo Martinho, Joo Carneiro, Asif Mohammed, Ana Vieira, Isabel Praa, Goreti Marreiros |
| 2017 | EPIA | A SOA Web-Based Group Decision Support System Considering Affective Aspects. | Lus Conceio, Joo Carneiro, Goreti Marreiros, Paulo Novais |
| 2017 | ICCCI | Efficacy and Planning in Ophthalmic Surgery - A Vision of Logical Programming. | Nuno Maia, Manuel Mariano, Goreti Marreiros, Henrique Vicente, Jos Neves |
| 2017 | PAAMS | Evaluating the Perception of the Decision Quality in Web-Based Group Decision Support Systems: A Theory of Satisfaction. | Joo Carneiro, Ricardo Santos, Goreti Marreiros, Paulo Novais |
| 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 |
| 2015 | PAAMS | An Approach for a Negotiation Model Inspired on Social Networks. | Joo Carneiro, Goreti Marreiros, Paulo Novais |
| 2015 | WorldCIST | Using Data Mining Techniques to Support Breast Cancer Diagnosis. | Joana Diz, Goreti Marreiros, Alberto Freitas |
| 2014 | DCAI | Development of an Ontology for Supporting Diagnosis in Psychiatry. | Ctia Silva, Goreti Marreiros, Nuno Silva |
| 2014 | PAAMS | Understanding Decision Quality through Satisfaction. | Joo Carneiro, Ricardo Santos, Goreti Marreiros, Paulo Novais |
| 2013 | DCAI | A Context Aware Architecture to Support People with Partial Visual Impairments. | Joo Fernandes, Joo Laranjeira, Paulo Novais, Goreti Marreiros, Jos Neves |
| 2013 | DCAI | An Emotional Aware Architecture to Support Facilitator in Group Idea Generation Process. | Joo Laranjeira, Goreti Marreiros, Joo Carneiro, Paulo Novais |
| 2013 | DCAI | Simulating a Team Behaviour of Affective Agents Using Robocode. | Antnio Rebelo, Fbio Catalo, Joo Alves, Goreti Marreiros, Cesar Analide, Paulo Novais, Jos Neves |
| 2011 | EPIA | Sentiment Analysis of News Titles - The Role of Entities and a New Affective Lexicon. | Daniel Loureiro, Goreti Marreiros, Jos Neves |
| 2009 | EPIA | An Emotional and Context-Aware Model for Adapting RSS News to Users and Groups. | Eugnia Vinagre, Goreti Marreiros, Carlos Ramos, Lino Figueiredo |
| 2009 | ICAART | The Darmstadt Challenge - The Turing Test Revisited. | Juan Carlos Augusto, Marc Bhlen, Diane J. Cook, Felix Flentge, Goreti Marreiros, Carlos Ramos, Weijun Qin, Yue Suo |
| 2007 | EPIA | Argumentation-Based Decision Making in Ambient Intelligence Environments. | Goreti Marreiros, Ricardo Santos, Paulo Novais, Jos Machado, Carlos Ramos, Jos Neves, Jos Bulas-Cruz |
| 2006 | UIC | Multi-agent Approach for Ubiquitous Group Decision Support Involving Emotions. | Ricardo Santos, Goreti Marreiros, Carlos Ramos, Jos Neves, Jos Bulas-Cruz |
| 2005 | EUC | Dealing with Emotional Factors in Agent Based Ubiquitous Group Decision. | Goreti Marreiros, Carlos Ramos, Jos Neves |
| 2005 | SMC | A Scheduling model based on Group Decision Support. | Ana de Almeida, Goreti Marreiros |