| 2026 | COMPSAC | Feature Engineering and LSTM-Derived Embeddings for Winery Energy Forecasting. | Carlos Roberto Garcia, Andreia Henrique, Ana Briga-S, Cristina Matos, Jos Baptista, Tiago Pinto |
| 2026 | HCI | One Prediction, Two Stories: A Role-Based XAI Framework for Smart Energy Management. | Bruno Zabot, Catia Silva, Tnia Rocha, Joo Barroso, Miguel Oliveira, Tiago Pinto |
| 2026 | WorldCIST | Academic Performance Prediction for High-Education Students Using Machine Learning. | Igor Freitas, Gonalo Arajo, E. J. Solteiro Pires, Arsnio Reis, Tiago Pinto |
| 2026 | WorldCIST | From Human Expertise to Intelligent Agents: A Collaborative Framework for Industrial Design. | Emanuel Ribeiro, Joo Morais, Tiago Pinto, Arsnio Reis, Joo Barroso |
| 2025 | DCAI | Route Optimization Problems and Algorithms for Urban Service Electrical Motorbike Fleets. | Rodrigo Fernandes, Ana Vigrio, Beatriz Teixeira, Paula Maria Machado Cruz Catarino, Paulo Vasco, Arsnio Reis, Eduardo Jos Solteiro Pires, Joo Barroso, Tiago Pinto |
| 2025 | DCAI | Digital Product Development with Multi-agent Systems: A Premium Pen Creation Case Study. | Gonalo S. Gomes, Emanuel Ribeiro, Leonardo Pilarski, Tiago Pinto, Arsnio Reis, Joo Barroso |
| 2025 | DCAI | LLM-Driven Semantic Integration of Industrial Data Through Asset Administration Shell for Digital Twins. | Leonardo Pilarski, Tiago Pinto, Vtor Filipe, Joo Barroso, Salviano Soares, Gonalo Rijo |
| 2025 | DCAI | Stereoscopic Vision and Object Detection with YOLO on Raspberry Pi for Distance Estimation. | Leonardo Pilarski, Tiago Silva, Vtor Filipe, Tiago Pinto, Joo Barroso, Andr Schneider de Oliveira, Jos Lima |
| 2025 | DCAI | An Agentic Approach to Product Design. | Emanuel Ribeiro, Arsnio Reis, Tiago Pinto, Joo Barroso |
| 2025 | DCAI | Smart Energy Management for Electric Vehicles: A Modular Approach Using Solar Predictions for Battery Charging Optimization. | Beatriz Teixeira, Tiago Pinto, Paula Maria Machado Cruz Catarino, Paulo Vasco, Arsnio Reis, Joo Barroso |
| 2025 | ECAI | REACTS: Reasoning-Based, Explainable and Adaptive Contextual Tool for Smart Energy Management. | Brigida Teixeira, Gabriel Santos, Letcia Gomes, David Arajo, Tiago Pinto, Zita Vale |
| 2025 | HCI | User-Centric Route Optimisation Models for Green Mobility Decision Support. | Ana Vigrio, Rodrigo Fernandes, Tiago Pinto, Arsnio Reis, Tnia Rocha, Joo Barroso |
| 2025 | IJCCI | Trustworthy AI in Design: Introducing Explainable Agent Systems. | Emanuel Ribeiro, Tiago Pinto, Arsnio Reis, Joo Barroso |
| 2025 | PAAMS | Analysis, Implementation and Demonstration of the Nim Game Mathematical Winning Strategy. | Tiago Mendes, Diogo Borges, Daniel Lima, Afonso Silva, Arsnio Reis, Joo Barroso, Tiago Pinto |
| 2025 | PAAMS | Machine Learning for Decision Support and Automation in Games: Agent City Navigation. | Gonalo Penelas, Ricardo Rodrigues Nunes, Lus Barbosa, Arsnio Reis, Joo Barroso, Tiago Pinto |
| 2025 | WorldCIST | Academic Publications on Higher Education Dropout: Recent Trends and Insights. | Jos A. Rodrigues, Tiago Pinto, Gonalo Cruz, Jos Paulo Cravino, Antnio Paulino, Arsnio Reis |
| 2024 | DCAI | Machine Learning for Decision Support and Automation: From Gaming Strategies to Driving Behaviour. | Gonalo Penelas, Arsnio Reis, Lus Barbosa, Tiago Pinto |
| 2024 | DCAI | Enhancing Power Forecasting Through Contextual Awareness with C-Means and K-Means Approaches. | Brigida Teixeira, Tiago Pinto, Zita Vale |
| 2024 | DCAI | Information and Management Platform for Green, Sustainable and Intelligent Mobility. | Ana Vigrio, Gonalo Penelas, Beatriz Teixeira, Nuno Pinto, Rodrigo Fernandes, Arsnio Reis, Tiago Pinto |
| 2024 | EPIA | Dynamic Online Parameter Configuration of Genetic Algorithms Using Reinforcement Learning. | Vitor Oliveira, Tiago Pinto, Carlos Ramos |
| 2024 | EPIA | Application of a Genetic Algorithm for Optimising the Location of Electric Vehicle Charging Stations. | Joo Pinto, Mario A. Mejia, Leonardo H. Macedo, Vtor Filipe, Tiago Pinto |
| 2024 | EPIA | Generative Adversarial Networks for Synthetic Meteorological Data Generation. | Diogo Viana, Rita Teixeira, Tiago Soares, Jos Baptista, Tiago Pinto |
| 2024 | HCI | An Interactive Game for Improved Driving Behaviour Experience and Decision Support. | Gonalo Penelas, Tiago Pinto, Arsnio Reis, Lus Barbosa, Joo Barroso |
| 2024 | HCI | Enhanced User Interaction in Mobility Decision Support Using Explainable Artificial Intelligence. | Lus Valina, Brigida Teixeira, Tiago Pinto, Zita Vale, Sonia Coelho, Susana Fontes, Arsnio Reis |
| 2023 | DCAI | Wearable Devices in Industry 4.0: A Systematic Literature Review. | Hugo Anes, Tiago Pinto, Claudio Lima, Paulo Nogueira, Arsnio Reis |
| 2023 | DCAI | Dynamic Parameterization of Metaheuristics Using a Multi-agent System for the Optimization of Electricity Market Participation. | Joo Carvalho, Tiago Pinto, Juan M. Home-Ortiz, Brigida Teixeira, Zita Vale, Rubn Romero |
| 2023 | DCAI | Context-Aware Applications in Industry 4.0: A Systematic Literature Review. | Pedro Monteiro, Claudio Lima, Tiago Pinto, Paulo Nogueira, Arsnio Reis, Vtor Filipe |
| 2023 | DCAI | Design of Context-Aware Information Systems in Manufacturing Industries: Overview and Challenges. | Arlindo Santos, Claudio Lima, Arsnio Reis, Tiago Pinto, Paulo Nogueira, Joo Barroso |
| 2023 | DCAI | Study of Forecasting Methods' Impact in Wholesale Electricity Market Participation. | Brigida Teixeira, Ricardo Faia, Tiago Pinto, Zita Vale |
| 2023 | DCAI | Sizing of Urban Power Systems Based on Renewable Sources. | Dani Vidal, Tiago Pinto, Jos Baptista |
| 2023 | EPIA | Rule-Based System for Intelligent Energy Management in Buildings. | Aria Jozi, Tiago Pinto, Luis Gomes, Goreti Marreiros, Zita Vale |
| 2023 | EPIA | Vision Transformers Applied to Indoor Room Classification. | Bruno Veiga, Tiago Pinto, Rben Teixeira, Carlos Ramos |
| 2023 | WorldCIST | Review of Platforms and Frameworks for Building Virtual Assistants. | Rodrigo Pereira, Claudio Lima, Arsnio Reis, Tiago Pinto, Joo Barroso |
| 2022 | EPIA | Modeling Stand-Alone Photovoltaic Systems with Matlab/Simulink. | Jos Baptista, Nuno Pimenta, Raul Morais, Tiago Pinto |
| 2022 | EPIA | Automatic Configuration of Genetic Algorithm for the Optimization of Electricity Market Participation Using Sequential Model Algorithm Configuration. | Vitor Oliveira, Tiago Pinto, Ricardo Faia, Bruno Veiga, Joo P. Soares, Rubn Romero, Zita Vale |
| 2021 | DCAI | Wind Speed Forecasting Using Feed-Forward Artificial Neural Network. | Eduardo Praun Machado, Hugo Morais, Tiago Pinto |
| 2021 | EPIA | PV Generation Forecasting Model for Energy Management in Buildings. | Brigida Teixeira, Tiago Pinto, Pedro Faria, Zita A. Vale |
| 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 | Semantic Interoperability for Multiagent Simulation and Decision Support in Power Systems. | Gabriel Santos, Tiago Pinto, Zita A. Vale, Juan M. Corchado |
| 2020 | DCAI | A P2P Electricity Negotiation Agent Systems in Urban Smart Grids. | Francisco Lecumberri de Alba, Alfonso Gonzlez-Briones, Pablo Chamoso, Tiago Pinto, Zita A. Vale, Juan M. Corchado |
| 2020 | ECAI | Contextual Q-Learning. | Tiago Pinto, Zita A. Vale |
| 2020 | ECAI | Adaptive Learning in Multiagent Systems for Automated Energy Contacts Negotiation. | Tiago Pinto, Zita A. Vale |
| 2020 | PAAMS | Trust Model for a Multi-agent Based Simulation of Local Energy Markets. | Rui Andrade, Tiago Pinto, Isabel Praa |
| 2020 | PAAMS | Data Mining for Remuneration of Consumers Demand Response Participation. | Catarina Ribeiro, Tiago Pinto, Zita A. Vale, Jos Baptista |
| 2019 | DCAI | Energy Consumption Forecasting Using Ensemble Learning Algorithms. | Jos Silva, Isabel Praa, Tiago Pinto, Zita A. Vale |
| 2019 | EPIA | Fair Remuneration of Energy Consumption Flexibility Using Shapley Value. | Ricardo Faia, Tiago Pinto, Zita A. Vale |
| 2019 | EPIA | Demonstration of an Energy Consumption Forecasting System for Energy Management in Buildings. | Aria Jozi, Daniel Ramos, Luis Gomes, Pedro Faria, Tiago Pinto, Zita A. Vale |
| 2019 | EPIA | Distributed Constrained Optimization Towards Effective Agent-Based Microgrid Energy Resource Management. | Fernando Lezama, Enrique Munoz de Cote, Alessandro Farinelli, Joo P. Soares, Tiago Pinto, Zita A. Vale |
| 2019 | EPIA | Contextual Simulated Annealing Q-Learning for Pre-negotiation of Agent-Based Bilateral Negotiations. | Tiago Pinto, Zita A. Vale |
| 2019 | IJCAI | AiD-EM: Adaptive Decision Support for Electricity Markets Negotiations. | Tiago Pinto, Zita A. Vale |
| 2019 | PAAMS | Collaborative Reinforcement Learning of Energy Contracts Negotiation Strategies. | Tiago Pinto, Isabel Praa, Zita A. Vale, Carlos Santos |
| 2019 | WorldCIST | Identifying Most Probable Negotiation Scenario in Bilateral Contracts with Reinforcement Learning. | Francisco Silva, Tiago Pinto, Isabel Praa, Zita A. Vale |
| 2018 | CEC | A New Hybrid-Adaptive Differential Evolution for a Smart Grid Application Under Uncertainty. | Fernando Lezama, Joo P. Soares, Ricardo Faia, Tiago Pinto, Zita A. Vale |
| 2018 | DCAI | UCB1 Based Reinforcement Learning Model for Adaptive Energy Management in Buildings. | Rui Andrade, Tiago Pinto, Isabel Praa, Zita A. Vale |
| 2018 | DCAI | Electricity Price Forecast for Futures Contracts with Artificial Neural Network and Spearman Data Correlation. | Joo Nascimento, Tiago Pinto, Zita A. Vale |
| 2018 | IJCNN | Differential Evolution Aplication in Portfolio optimization for Electricity Markets. | Ricardo Faia, Fernando Lezama, Joo P. Soares, Zita A. Vale, Tiago Pinto, Juan Manuel Corchado |
| 2018 | IJCNN | Day ahead electricity consumption forecasting with MOGUL learning model. | Aria Jozi, Tiago Pinto, Isabel Praa, Zita A. Vale, Joo P. Soares |
| 2018 | INDIN | Bridging Automation and Robotics: an Interprocess Communication between IEC 61131-3 and ROS. | Tiago Pinto, Rafael Arrais, Germano Veiga |
| 2018 | MABS | Multi-agent Systems Society for Power and Energy Systems Simulation. | Gabriel Santos, Tiago Pinto, Zita A. Vale |
| 2018 | PAAMS | Reputation Computational Model to Support Electricity Market Players Energy Contracts Negotiation. | Jaime Rodriguez-Fernandez, Tiago Pinto, Francisco Silva, Isabel Praa, Zita A. Vale, Juan Manuel Corchado |
| 2018 | PAAMS | Optimizing Opponents Selection in Bilateral Contracts Negotiation with Particle Swarm. | Francisco Silva, Ricardo Faia, Tiago Pinto, Isabel Praa, Zita A. Vale |
| 2018 | PAAMS | Demonstration of Tools Control Center for Multi-agent Energy Systems Simulation. | Brigida Teixeira, Francisco Silva, Tiago Pinto, Gabriel Santos, Isabel Praa, Zita A. Vale |
| 2017 | CEC | Organization-based Multi-Agent structure of the Smart Home Electricity System. | Amin Shokri Gazafroudi, Tiago Pinto, Francisco Prieto Castrillo, Javier Prieto, Juan Manuel Corchado, Aria Jozi, Zita A. Vale, Ganesh Kumar Venayagamoorthy |
| 2017 | DCAI | Data Mining for Prosumers Aggregation considering the Self-Generation. | Catarina Ribeiro, Tiago Pinto, Zita A. Vale, Jos Baptista |
| 2017 | EPIA | Nord Pool Ontology to Enhance Electricity Markets Simulation in MASCEM. | Gabriel Santos, Tiago Pinto, Isabel Praa, Zita A. Vale |
| 2017 | ICCBR | Automatic Selection of Optimization Algorithms for Energy Resource Scheduling using a Case-Based Reasoning System. | Ricardo Faia, Tiago Pinto, Tiago Sousa, Zita A. Vale, Juan Manuel Corchado |
| 2017 | PAAMS | Smart City: A GECAD-BISITE Energy Management Case Study. | Bruno Canizes, Tiago Pinto, Joo P. Soares, Zita A. Vale, Pablo Chamoso, Daniel Santos |
| 2017 | PAAMS | Initial Solution Heuristic for Portfolio Optimization of Electricity Markets Participation. | Ricardo Faia, Tiago Pinto, Zita A. Vale |
| 2017 | PAAMS | Decision Support for Agents' Participation in Electricity Markets. | Ricardo Faia, Tiago Pinto, Zita A. Vale |
| 2017 | PAAMS | Organization-Based Multi-agent System of Local Electricity Market: Bottom-Up Approach. | Amin Shokri Gazafroudi, Francisco Prieto Castrillo, Tiago Pinto, Juan Manuel Corchado |
| 2017 | PAAMS | Economic Evaluation of Predictive Dispatch Model in MAS-Based Smart Home. | Amin Shokri Gazafroudi, Francisco Prieto Castrillo, Tiago Pinto, Aria Jozi, Zita A. Vale |
| 2017 | PAAMS | Remuneration and Tariffs in the Context of Virtual Power Players. | Catarina Ribeiro, Tiago Pinto, Zita A. Vale, Jos Baptista |
| 2017 | PAAMS | Ontologies for the Interoperability of Heterogeneous Multi-agent Systems in the Scope of Power and Energy Systems. | Gabriel Santos, Tiago Pinto, Zita A. Vale |
| 2017 | PAAMS | Decision Support System for the Negotiation of Bilateral Contracts in Electricity Markets. | Francisco Silva, Tiago Pinto, Isabel Praa, Zita A. Vale |
| 2017 | PAAMS | Tools Control Center to Enable the Joint Simulation of Multi-agent Systems. | Brigida Teixeira, Tiago Pinto, Gabriel Santos, Isabel Praa, Zita A. Vale |
| 2017 | PAAMS | Big Data in Efficient Smart Grids Management. | Eugnia Vinagre, Tiago Pinto, Zita A. Vale, Carlos Ramos |
| 2016 | PAAMS | Optimization of Electricity Markets Participation with Simulated Annealing. | Ricardo Faia, Tiago Pinto, Zita A. Vale |
| 2016 | PAAMS | Network Operator Agent: Endowing MASCEM Simulator with Technical Validation. | Ana Freitas, Isabel Praa, Tiago Pinto, Tiago Sousa, Zita A. Vale |
| 2016 | PAAMS | Demonstration of ALBidS: Adaptive Learning Strategic Bidding System. | Tiago Pinto, Zita A. Vale, Isabel Praa, Gabriel Santos |
| 2016 | PAAMS | Electricity Markets Ontology to Support MASCEM's Simulations. | Gabriel Santos, Tiago Pinto, Zita A. Vale, Isabel Praa, Hugo Morais |
| 2015 | DCAI | Solar Intensity Characterization Using Data-Mining to Support Solar Forecasting. | Tiago Pinto, Gabriel Santos, Luis Marques, Tiago M. Sousa, Isabel Praa, Zita A. Vale, Samuel L. Abreu |
| 2015 | PAAMS | Dynamic Fuzzy Estimation of Contracts Historic Information Using an Automatic Clustering Methodology. | Ricardo Faia, Tiago Pinto, Zita A. Vale |
| 2015 | PAAMS | Agent-Based Smart Grid Market Simulation with Connection to Real Infrastructures. | Gabriel Santos, Tiago Pinto, Luis Gomes, Marco R. Silva, Hugo Morais, Zita A. Vale, Isabel Praa |
| 2015 | PAAMS | Demonstration of Realistic Multi-agent Scenario Generator for Electricity Markets Simulation. | Francisco Silva, Brigida Teixeira, Tiago Pinto, Gabriel Santos, Isabel Praa, Zita A. Vale |
| 2014 | DCAI | Data Extraction Tool to Analyse, Transform and Store Real Data from Electricity Markets. | Ivo F. Pereira, Tiago M. Sousa, Isabel Praa, Ana Freitas, Tiago Pinto, Zita A. Vale, Hugo Morais |
| 2014 | DCAI | Reinforcement Learning Based on the Bayesian Theorem for Electricity Markets Decision Support. | Tiago M. Sousa, Tiago Pinto, Isabel Praa, Zita A. Vale, Hugo Morais |
| 2014 | PAAMS | Elspot: Nord Pool Spot Integration in MASCEM Electricity Market Simulator. | Ricardo Fernandes, Gabriel Santos, Isabel Praa, Tiago Pinto, Hugo Morais, Ivo F. Pereira, Zita A. Vale |
| 2014 | PAAMS | Automatic Electricity Markets Data Extraction for Realistic Multi-agent Simulations. | Ivo F. Pereira, Tiago M. Sousa, Isabel Praa, Ana Freitas, Tiago Pinto, Zita A. Vale, Hugo Morais |
| 2014 | PAAMS | Strategic Bidding for Electricity Markets Negotiation Using Support Vector Machines. | Rafael Pereira, Tiago M. Sousa, Tiago Pinto, Isabel Praa, Zita A. Vale, Hugo Morais |
| 2014 | PAAMS | Particle Swarm Optimization of Electricity Market Negotiating Players Portfolio. | Tiago Pinto, Zita A. Vale, Tiago M. Sousa, Tiago Sousa, Hugo Morais, Isabel Praa |
| 2013 | DCAI | Adaptive Learning in Games: Defining Profiles of Competitor Players. | Tiago Pinto, Zita A. Vale |
| 2013 | DCAI | Upper Ontology for Multi-Agent Energy Systems' Applications. | Gabriel Santos, Tiago Pinto, Zita A. Vale, Hugo Morais, Isabel Praa |
| 2013 | PAAMS | Demonstration of the Multi-Agent Simulator of Competitive Electricity Markets. | Tiago Pinto, Isabel Praa, Gabriel Santos, Zita A. Vale |
| 2012 | PAAMS | Metalearning in ALBidS: A Strategic Bidding System for Electricity Markets. | Tiago Pinto, Tiago M. Sousa, Zita A. Vale, Isabel Praa, Hugo Morais |
| 2012 | PAAMS | Adaptive Learning in Multiagent Systems: A Forecasting Methodology Based on Error Analysis. | Tiago M. Sousa, Tiago Pinto, Zita A. Vale, Isabel Praa, Hugo Morais |
| 2011 | PAAMS | Bid Definition Method for Electricity Markets Based on an Adaptive Multiagent System. | Tiago Pinto, Zita A. Vale, Ftima Rodrigues, Hugo Morais, Isabel Praa |