| 2026 | REFSQ | Extending iStar for Synthetic Data Generation and Simulation Modeling for Industry 5.0. | Vnia Sousa, Ana Lavalle, Alejandro Mat, Antnio Vieira, Maribel Yasmina Santos |
| 2025 | AAAI | Extracting Interpretable Task-Specific Circuits from Large Language Models for Faster Inference. | Jorge Garca-Carrasco, Alejandro Mat, Juan Trujillo |
| 2024 | AISTATS | How does GPT-2 Predict Acronyms? Extracting and Understanding a Circuit via Mechanistic Interpretability. | Jorge Garca-Carrasco, Alejandro Mat, Juan C. Trujillo |
| 2024 | IJCAI | Detecting and Understanding Vulnerabilities in Language Models via Mechanistic Interpretability. | Jorge Garca-Carrasco, Alejandro Mat, Juan Trujillo |
| 2023 | CaiSE | A Data-Driven Methodology for Guiding the Selection of Preprocessing Techniques in a Machine Learning Pipeline. | Jorge Garca-Carrasco, Alejandro Mat, Juan Trujillo |
| 2023 | ER | A smart data holistic approach for context-aware data analytics (AETHER-UA) (short paper). | Ana Lavalle, Alejandro Mat, Juan Trujillo, Miguel A. Teruel, Alexander Snchez Daz |
| 2023 | ER | A modeling approach for designing explainable Artificial Intelligence. | lvaro Navarro, Ana Lavalle, Alejandro Mat, Juan C. Trujillo |
| 2023 | ER | An Approach Aligned with Model Driven Development to Evaluate the Quality of Explainable Artificial Intelligence. | lvaro Navarro, Javier Sanchis, Alejandro Mat, Juan Trujillo |
| 2022 | ER | Law Modeling for Fairness Requirements Elicitation in Artificial Intelligence Systems. | Ana Lavalle, Alejandro Mat, Juan Trujillo, Jorge Garca-Carrasco |
| 2020 | DOLAP | An Approach to Automatically Detect and Visualize Bias in Data Analytics. | Ana Lavalle, Alejandro Mat, Juan Trujillo |
| 2019 | ER | Requirements-Driven Visualizations for Big Data Analytics: A Model-Driven Approach. | Ana Lavalle, Alejandro Mat, Juan Trujillo |
| 2019 | RE | Visualization Requirements for Business Intelligence Analytics: A Goal-Based, Iterative Framework. | Ana Lavalle, Alejandro Mat, Juan Trujillo, Stefano Rizzi |
| 2018 | ER | How the Conceptual Modelling Improves the Security on Document Databases. | Carlos Blanco, Diego Garca-Saiz, Jess Peral, Alejandro Mat, Alejandro Oliver, Eduardo Fernndez-Medina |
| 2017 | ER | Using Multidimensional Concepts for Detecting Problematic Sub-KPIs in Analysis Systems. | Alberto Esteban, Alejandro Mat, Juan Trujillo |
| 2016 | ER | Key Performance Indicator Elicitation and Selection Through Conceptual Modelling. | Alejandro Mat, Juan Trujillo, John Mylopoulos |
| 2016 | ER | Can Goal Reasoning Techniques Be Used for Strategic Decision-Making? | Elda Paja, Alejandro Mat, Carson C. Woo, John Mylopoulos |
| 2016 | RE | Goal-Oriented Requirements Engineering: A Systematic Literature Map. | Jennifer Horkoff, Fatma Basak Aydemir, Evellin Cardoso, Tong Li, Alejandro Mat, Elda Paja, Mattia Salnitri, John Mylopoulos, Paolo Giorgini |
| 2015 | ER | Stress Testing Strategic Goals with SWOT Analysis. | Alejandro Mat, Juan Trujillo, John Mylopoulos |
| 2014 | ER | Energy Consumption Prediction by Using an Integrated Multidimensional Modeling Approach and Data Mining Techniques with Big Data. | Jess Peral, Antonio Ferrndez, Roberto Tardo, Alejandro Mat, Elisa de Gregorio |
| 2014 | ER | CSRML4BI: A Goal-Oriented Requirements Approach for Collaborative Business Intelligence. | Miguel A. Teruel, Roberto Tardo, Elena Navarro, Alejandro Mat, Pascual Gonzlez, Juan Trujillo, Rafael Muoz-Terol |
| 2013 | ER | Improving Massive Open Online Courses Analysis by Applying Modeling and Text Mining: A Case Study. | Alejandro Mat, Elisa de Gregorio, Jos Cmara, Juan Trujillo |
| 2012 | DOLAP | Improving the maintainability of data warehouse designs: modeling relationships between sources and user concepts. | Alejandro Mat, Juan Trujillo, Elisa de Gregorio, Il-Yeol Song |
| 2012 | ER | An Integrated Multidimensional Modeling Approach to Access Big Data in Business Intelligence Platforms. | Alejandro Mat, Hector Llorens, Elisa de Gregorio |
| 2012 | ER | Conceptualizing and Specifying Key Performance Indicators in Business Strategy Models. | Alejandro Mat, Juan Trujillo, John Mylopoulos |
| 2011 | RE | On the joint use of i | Xavier Franch, Alejandro Mat, Juan Trujillo, Carlos Cares |