Alejandro Maté

80 papers A* 2A 12B 2C 4Journal 40Unranked 18

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	An integrated requirements framework for analytical and AI projects. Data Knowl. Eng. Juan Trujillo, Ana Lavalle, Alejandro Reina-Reina, Jorge García-Carrasco, Alejandro Maté, Wolfgang Maaß
2026	B	`conf`	Extending iStar for Synthetic Data Generation and Simulation Modeling for Industry 5.0. REFSQ Vânia Sousa, Ana Lavalle, Alejandro Maté, António Vieira, Maribel Yasmina Santos
2026	C	`ed.`	Proceedings of the 28th International Workshop on Design, Optimization, Languages and Analytical Processing of Big Data (DOLAP 2026) co-located with the 29th International Conference on Extending Database Technology and the 28th International Conference on Database Theory (EDBT/ICDT 2026), Tampere, Finland, March 24, 2026 DOLAP Eleni Tzirita Zacharatou, Alejandro Maté
2025	B	`conf`	A Clinical Data Lake for ADHD Research: Architecture, Integration, and Early Outcomes. IEEE Big Data Sandra García-Ponsoda, Javier Sanchis, Juan Trujillo, Alejandro Maté, Miguel A. Teruel
2025	J	`jnl`	A methodology for the systematic design of storytelling dashboards applied to Industry 4.0. Data Knowl. Eng. Ana Lavalle, Alejandro Maté, Maribel Yasmina Santos, Pedro Guimarães, Juan Trujillo, Antonina Santos
2025	J	`jnl`	Enabling the Application of Graph Neural Networks on Graphs With Unknown Connectivity. Expert Syst. J. Knowl. Eng. Jorge García-Carrasco, Alejandro Maté, Juan Trujillo
2025	A*	`conf`	Extracting Interpretable Task-Specific Circuits from Large Language Models for Faster Inference. AAAI Jorge García-Carrasco, Alejandro Maté, Juan Trujillo
2025	C	`ed.`	Proceedings of the 27th International Workshop on Design, Optimization, Languages and Analytical Processing of Big Data (DOLAP 2025) co-located with the 28th International Conference on Extending Database Technology and the 28th International Conference on Database Theory (EDBT/ICDT 2025), Barcelona, Spain, March 25, 2025. DOLAP Alejandro Maté, Matteo Lissandrini
2025	J	`jnl`	Study of gender perspective in STEM degrees and its relationship with video games. Entertain. Comput. Ana Lavalle, Miguel A. Teruel, Alejandro Maté, Juan Trujillo
2024	J	`jnl`	An extension of iStar for Machine Learning requirements by following the PRISE methodology. Comput. Stand. Interfaces Jose M. Barrera, Alejandro Reina-Reina, Ana Lavalle, Alejandro Maté, Juan Trujillo
2024	J	`jnl`	An ontology-based secure design framework for graph-based databases. Comput. Stand. Interfaces Manuel Paneque, María del Mar Roldán-García, Carlos Blanco, Alejandro Maté, David Garcia Rosado, Juan Trujillo
2024	—	`conf`	Data Analytics from a Social Perspective. Social Modeling Using the i* Framework Ana Lavalle, Alejandro Reina-Reina, Alejandro Maté, Juan Trujillo
2024	A*	`conf`	Detecting and Understanding Vulnerabilities in Language Models via Mechanistic Interpretability. IJCAI Jorge García-Carrasco, Alejandro Maté, Juan Trujillo
2024	J	`jnl`	Detecting and Understanding Vulnerabilities in Language Models via Mechanistic Interpretability. CoRR Jorge García-Carrasco, Alejandro Maté, Juan Trujillo
2024	J	`jnl`	Enhancing ADHD Diagnosis with EEG: The Critical Role of Preprocessing and Key Features. CoRR Sandra García-Ponsoda, Alejandro Maté, Juan Trujillo
2024	J	`jnl`	Extracting Interpretable Task-Specific Circuits from Large Language Models for Faster Inference. CoRR Jorge García-Carrasco, Alejandro Maté, Juan Trujillo
2024	A	`conf`	How does GPT-2 Predict Acronyms? Extracting and Understanding a Circuit via Mechanistic Interpretability. AISTATS Jorge García-Carrasco, Alejandro Maté, Juan C. Trujillo
2024	J	`jnl`	How does GPT-2 Predict Acronyms? Extracting and Understanding a Circuit via Mechanistic Interpretability. CoRR Jorge García-Carrasco, Alejandro Maté, Juan Trujillo
2024	J	`jnl`	Refining ADHD diagnosis with EEG: The impact of preprocessing and temporal segmentation on classification accuracy. Comput. Biol. Medicine Sandra García-Ponsoda, Alejandro Maté, Juan Trujillo
2024	—	`conf`	Requirements Modeling and Elicitation for Explainable Artificial Intelligence Based on i. iStar@ER Álvaro Navarro, Ana Lavalle, Alejandro Maté, Juan Trujillo
2024	J	`jnl`	Requirements-Driven Visualizations for Big Data Analytics: a Model-Driven approach. CoRR Ana Lavalle, Alejandro Maté, Juan Trujillo
2024	J	`jnl`	Visualization Requirements for Business Intelligence Analytics: A Goal-Based, Iterative Framework. CoRR Ana Lavalle, Alejandro Maté, Juan Trujillo, Stefano Rizzi
2023	—	`conf`	A Data-Driven Methodology for Guiding the Selection of Preprocessing Techniques in a Machine Learning Pipeline. CAiSE Forum Jorge García-Carrasco, Alejandro Maté, Juan Trujillo
2023	—	`conf`	A modeling approach for designing explainable Artificial Intelligence. ER (Companion) Álvaro Navarro, Ana Lavalle, Alejandro Maté, Juan C. Trujillo
2023	—	`conf`	A smart data holistic approach for context-aware data analytics (AETHER-UA) (short paper). ER (Companion) Ana Lavalle, Alejandro Maté, Juan Trujillo, Miguel A. Teruel, Alexander Sánchez Díaz
2023	—	`conf`	An Approach Aligned with Model Driven Development to Evaluate the Quality of Explainable Artificial Intelligence. ER (Workshops) Álvaro Navarro, Javier Sanchis, Alejandro Maté, Juan Trujillo
2023	J	`jnl`	Feature engineering of EEG applied to mental disorders: a systematic mapping study. Appl. Intell. Sandra García-Ponsoda, Jorge García-Carrasco, Miguel A. Teruel, Alejandro Maté, Juan Trujillo
2023	—	`ed.`	Proceedings of the 16th International iStar Workshop (iStar 2023) co-located with 31st IEEE International Requirements Engineering 2023 Conference (RE 2023), Hannover, Germany, September 03-04, 2023. iStar Sotirios Liaskos, Roxana L. Q. Portugal, Alejandro Maté
2022	J	`jnl`	Beyond TPC-DS, a benchmark for Big Data OLAP systems (BDOLAP-Bench). Future Gener. Comput. Syst. Roberto Tardío, Alejandro Maté, Juan Trujillo
2022	J	`jnl`	Diagnosis and prognosis of mental disorders by means of EEG and deep learning: a systematic mapping study. Artif. Intell. Rev. Manuel J. Rivera, Miguel A. Teruel, Alejandro Maté, Juan Trujillo
2022	A	`conf`	Law Modeling for Fairness Requirements Elicitation in Artificial Intelligence Systems. ER Ana Lavalle, Alejandro Maté, Juan Trujillo, Jorge García-Carrasco
2022	—	`ed.`	Proceedings of the 15th International iStar Workshop (iStar 2022) co-located with 41th International Conference on Conceptual Modeling (ER 2022), Virtual Event, Hyderabad, India, October 17, 2022. iStar Alejandro Maté, Tong Li, Enyo J. T. Gonçalves
2022	J	`jnl`	Security policies by design in NoSQL document databases. J. Inf. Secur. Appl. Carlos Blanco, Diego García-Saiz, David Garcia Rosado, Antonio Santos-Olmo, Jesús Peral, Alejandro Maté, Juan Trujillo, Eduardo Fernández-Medina
2021	J	`jnl`	A methodology to automatically translate user requirements into visualizations: Experimental validation. Inf. Softw. Technol. Ana Lavalle, Alejandro Maté, Juan Trujillo, Miguel A. Teruel, Stefano Rizzi
2021	—	`conf`	Applying i* in Conceptual Modelling in Machine Learning. iStar Jose M. Barrera, Alejandro Reina, Alejandro Maté, Juan C. Trujillo
2021	J	`jnl`	Improving security in NoSQL document databases through model-driven modernization. Knowl. Inf. Syst. Alejandro Maté, Jesús Peral, Juan Trujillo, Carlos Blanco, Diego García-Saiz, Eduardo Fernández-Medina
2021	J	`jnl`	Ontology-driven approach for KPI meta-modelling, selection and reasoning. Int. J. Inf. Manag. María del Mar Roldán-García, José García-Nieto, Alejandro Maté, Juan Trujillo, José Francisco Aldana-Montes
2020	C	`conf`	An Approach to Automatically Detect and Visualize Bias in Data Analytics. DOLAP Ana Lavalle, Alejandro Maté, Juan Trujillo
2020	J	`jnl`	An Iterative Methodology for Defining Big Data Analytics Architectures. IEEE Access Roberto Tardío, Alejandro Maté, Juan Trujillo
2020	J	`jnl`	Fostering Sustainability through Visualization Techniques for Real-Time IoT Data: A Case Study Based on Gas Turbines for Electricity Production. Sensors Ana Lavalle, Miguel A. Teruel, Alejandro Maté, Juan Trujillo
2019	J	`jnl`	Goal-oriented requirements engineering: an extended systematic mapping study. Requir. Eng. Jennifer Horkoff, Fatma Basak Aydemir, Evellin Cardoso, Tong Li, Alejandro Maté, Elda Paja, Mattia Salnitri, Luca Piras, John Mylopoulos, Paolo Giorgini
2019	A	`conf`	Requirements-Driven Visualizations for Big Data Analytics: A Model-Driven Approach. ER Ana Lavalle, Alejandro Maté, Juan Trujillo
2019	J	`jnl`	The New Era of Business Intelligence Applications: Building from a Collaborative Point of View. Bus. Inf. Syst. Eng. Miguel A. Teruel, Alejandro Maté, Elena Navarro, Pascual González, Juan Carlos Trujillo Mondéjar
2019	A	`conf`	Visualization Requirements for Business Intelligence Analytics: A Goal-Based, Iterative Framework. RE Ana Lavalle, Alejandro Maté, Juan Trujillo, Stefano Rizzi
2018	A	`conf`	How the Conceptual Modelling Improves the Security on Document Databases. ER Carlos Blanco, Diego García-Saiz, Jesús Peral, Alejandro Maté, Alejandro Oliver, Eduardo Fernández-Medina
2018	J	`jnl`	Tactical Business-Process-Decision Support based on KPIs Monitoring and Validation. Comput. Ind. José Miguel Pérez-Álvarez, Alejandro Maté, María Teresa Gómez-López, Juan Trujillo
2017	J	`jnl`	Application of Data Mining techniques to identify relevant Key Performance Indicators. Comput. Stand. Interfaces Jesús Peral, Alejandro Maté, Manuel Marco Such
2017	J	`jnl`	Application of Data Mining techniques to identify relevant Key Performance Indicators. Comput. Stand. Interfaces Jesús Peral, Alejandro Maté, Manuel Marco Such
2017	—	`conf`	Conceptual Modeling for Indicator Selection. Conceptual Modeling Perspectives Alejandro Maté, Juan Trujillo, John Mylopoulos
2017	J	`jnl`	Evaluating open access journals using Semantic Web technologies and scorecards. J. Inf. Sci. María Hallo Carrasco, Sergio Luján-Mora, Alejandro Maté
2017	J	`jnl`	Specification and derivation of key performance indicators for business analytics: A semantic approach. Data Knowl. Eng. Alejandro Maté, Juan Trujillo, John Mylopoulos
2017	—	`conf`	Using Multidimensional Concepts for Detecting Problematic Sub-KPIs in Analysis Systems. ER Workshops Alberto Esteban, Alejandro Maté, Juan Trujillo
2016	J	`jnl`	A framework for enriching Data Warehouse analysis with Question Answering systems. J. Intell. Inf. Syst. Antonio Ferrández, Alejandro Maté, Jesús Peral, Juan Trujillo, Elisa de Gregorio, Marie-Aude Aufaure
2016	J	`jnl`	A hybrid integrated architecture for energy consumption prediction. Future Gener. Comput. Syst. Alejandro Maté, Jesús Peral, Antonio Ferrández, David Gil, Juan Trujillo
2016	A	`conf`	Can Goal Reasoning Techniques Be Used for Strategic Decision-Making? ER Elda Paja, Alejandro Maté, Carson C. Woo, John Mylopoulos
2016	J	`jnl`	Current state of Linked Data in digital libraries. J. Inf. Sci. María Hallo Carrasco, Sergio Luján-Mora, Alejandro Maté, Juan Trujillo
2016	J	`jnl`	Empowering global software development with business intelligence. Inf. Softw. Technol. Alejandro Maté, Juan Trujillo, Félix García, Manuel A. Serrano, Mario Piattini
2016	A	`conf`	Goal-Oriented Requirements Engineering: A Systematic Literature Map. RE Jennifer Horkoff, Fatma Basak Aydemir, Evellin Cardoso, Tong Li, Alejandro Maté, Elda Paja, Mattia Salnitri, John Mylopoulos, Paolo Giorgini
2016	A	`conf`	Key Performance Indicator Elicitation and Selection Through Conceptual Modelling. ER Alejandro Maté, Juan Trujillo, John Mylopoulos
2016	J	`jnl`	The improvement of analytics in massive open online courses by applying data mining techniques. Expert Syst. J. Knowl. Eng. Alejandro Maté, Elisa de Gregorio, José Cámara, Juan Trujillo, Sergio Luján-Mora
2015	J	`jnl`	A Novel Multidimensional Approach to Integrate Big Data in Business Intelligence. J. Database Manag. Alejandro Maté, Hector Llorens, Elisa de Gregorio, Roberto Tardío, David Gil, Rafael Muñoz-Terol, Juan Trujillo
2015	J	`jnl`	An authoring tool for decision support systems in context questions of ecological knowledge. Ecol. Informatics Antonio Ferrández, Jesús Peral, Elisa de Gregorio, Juan Trujillo, Alejandro Maté, Luis José Ferrández, Yenory Rojas Hernandez
2015	—	`conf`	An iterative methodology for big data management, analysis and visualization. IEEE BigData Roberto Tardío, Alejandro Maté, Juan Trujillo
2015	J	`jnl`	Enrichment of the phenotypic and genotypic Data Warehouse analysis using Question Answering systems to facilitate the decision making process in cereal breeding programs. Ecol. Informatics Jesús Peral, Antonio Ferrández Rodríguez, Elisa de Gregorio, Juan Trujillo, Alejandro Maté, Luis José Ferrández
2015	A	`conf`	Stress Testing Strategic Goals with SWOT Analysis. ER Alejandro Maté, Juan Trujillo, John Mylopoulos
2014	—	`conf`	A systematic approach for dynamic targeted monitoring of KPIs. CASCON Alejandro Maté, Kostas Zoumpatianos, Themis Palpanas, Juan Trujillo, John Mylopoulos, Elvis Koci
2014	J	`jnl`	Adding semantic modules to improve goal-oriented analysis of data warehouses using I-star. J. Syst. Softw. Alejandro Maté, Juan Trujillo, Xavier Franch
2014	A	`conf`	CSRML4BI: A Goal-Oriented Requirements Approach for Collaborative Business Intelligence. ER Miguel A. Teruel, Roberto Tardío, Elena Navarro, Alejandro Maté, Pascual González, Juan Trujillo, Rafael Muñoz-Terol
2014	—	`conf`	Energy Consumption Prediction by Using an Integrated Multidimensional Modeling Approach and Data Mining Techniques with Big Data. ER Workshops Jesús Peral, Antonio Ferrández, Roberto Tardío, Alejandro Maté, Elisa de Gregorio
2014	J	`jnl`	Tracing conceptual models' evolution in data warehouses by using the model driven architecture. Comput. Stand. Interfaces Alejandro Maté, Juan Trujillo
2013	—	`conf`	Aligning Data Warehouse Requirements with Business Goals. iStar Alejandro Maté, Juan Trujillo, Eric S. K. Yu
2013	—	`conf`	Improving Massive Open Online Courses Analysis by Applying Modeling and Text Mining: A Case Study. ER Workshops Alejandro Maté, Elisa de Gregorio, José Cámara, Juan Trujillo
2013	—	`conf`	Monitoring and diagnosing indicators for business analytics. CASCON Konstantinos Zoumpatianos, Themis Palpanas, John Mylopoulos, Alejandro Maté, Juan Trujillo
2012	J	`jnl`	A trace metamodel proposal based on the model driven architecture framework for the traceability of user requirements in data warehouses. Inf. Syst. Alejandro Maté, Juan Trujillo
2012	—	`conf`	An Integrated Multidimensional Modeling Approach to Access Big Data in Business Intelligence Platforms. ER Workshops Alejandro Maté, Hector Llorens, Elisa de Gregorio
2012	A	`conf`	Conceptualizing and Specifying Key Performance Indicators in Business Strategy Models. ER Alejandro Maté, Juan Trujillo, John Mylopoulos
2012	—	`conf`	Conceptualizing and specifying key performance indicators in business strategy models. CASCON Alejandro Maté, Juan Trujillo, John Mylopoulos
2012	C	`conf`	Improving the maintainability of data warehouse designs: modeling relationships between sources and user concepts. DOLAP Alejandro Maté, Juan Trujillo, Elisa de Gregorio, Il-Yeol Song
2011	—	`conf`	Business Intelligence 2.0: A General Overview. eBISS Juan Trujillo, Alejandro Maté
2011	A	`conf`	On the joint use of i RE Xavier Franch, Alejandro Maté, Juan Trujillo, Carlos Cares