Juan Trujillo

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 44

Top Venues

CoRR

Comput. Stand. Interfaces

Inf. Softw. Technol.

Publications

Manuel J. Rivera, Javier Sanchis, Óscar Corcho, Miguel A. Teruel, Juan Trujillo
Evaluating CNN Methods for Epileptic Seizure Type Classification Using EEG Data. IEEE Access 12 (2024)
Jose M. Barrera, Alejandro Reina-Reina, Ana Lavalle, Alejandro Maté, Juan Trujillo
An extension of iStar for Machine Learning requirements by following the PRISE methodology. Comput. Stand. Interfaces 88 (2024)
Ana Lavalle, Alejandro Maté, Juan Trujillo, Stefano Rizzi
Visualization Requirements for Business Intelligence Analytics: A Goal-Based, Iterative Framework. CoRR (2024)
Manuel Paneque, María del Mar Roldán García, Carlos Blanco, Alejandro Maté, David Garcia Rosado, Juan Trujillo
An ontology-based secure design framework for graph-based databases. Comput. Stand. Interfaces 88 (2024)
Jorge García-Carrasco, Alejandro Maté, Juan Trujillo
How does GPT-2 Predict Acronyms? Extracting and Understanding a Circuit via Mechanistic Interpretability. CoRR (2024)
Jorge García-Carrasco, Alejandro Maté, Juan Trujillo
Detecting and Understanding Vulnerabilities in Language Models via Mechanistic Interpretability. CoRR (2024)
Sandra García-Ponsoda, Alejandro Maté, Juan Trujillo
Enhancing ADHD Diagnosis with EEG: The Critical Role of Preprocessing and Key Features. CoRR (2024)
Ana Lavalle, Alejandro Maté, Juan Trujillo
Requirements-Driven Visualizations for Big Data Analytics: a Model-Driven approach. CoRR (2024)
Javier Sanchis, Miguel A. Teruel, Juan Trujillo
Hyperparameter Tuning of a Deep Learning EEG-based Neural Network for the Diagnosis of ADHD. BigData (2023)
Sandra García-Ponsoda, Jorge García-Carrasco, Miguel A. Teruel, Alejandro Maté, Juan Trujillo
Feature engineering of EEG applied to mental disorders: a systematic mapping study. Appl. Intell. 53 (20) (2023)
Jorge García-Carrasco, Alejandro Maté, Juan Trujillo
A Data-Driven Methodology for Guiding the Selection of Preprocessing Techniques in a Machine Learning Pipeline. CAiSE Forum (2023)
Álvaro Navarro, Javier Sanchis, Alejandro Maté, Juan Trujillo
An Approach Aligned with Model Driven Development to Evaluate the Quality of Explainable Artificial Intelligence. ER (Workshops) (2023)
Ana Lavalle, Alejandro Mate, Juan Trujillo, Miguel A. Teruel
A Data Analytics Methodology to Visually Analyze the Impact of Bias and Rebalancing. IEEE Access 11 (2023)
Sallam Abualhaija, Mehrdad Sabetzadeh, Juan Trujillo
AIRE 2023: 10th International Workshop on Artificial Intelligence and Requirements Engineering. REW (2023)
Ana Lavalle, Alejandro Maté, Juan Trujillo, Miguel A. Teruel, Alexander Sánchez Díaz
A smart data holistic approach for context-aware data analytics (AETHER-UA) (short paper). ER (Companion) (2023)
Carlos Blanco, Diego García-Saiz, David G. Rosado, Antonio Santos-Olmo Parra, Jesús Peral, Alejandro Maté, Juan Trujillo, Eduardo Fernández-Medina
Security policies by design in NoSQL document databases. J. Inf. Secur. Appl. 65 (2022)
Roberto Tardío, Alejandro Maté, Juan Trujillo
Beyond TPC-DS, a benchmark for Big Data OLAP systems (BDOLAP-Bench). Future Gener. Comput. Syst. 132 (2022)
Ana Lavalle, Alejandro Maté, Juan Trujillo, Jorge García-Carrasco
Law Modeling for Fairness Requirements Elicitation in Artificial Intelligence Systems. ER (2022)
Ana Lavalle, Alejandro Mate, Juan Trujillo, Jorge García
A Methodology based on Rebalancing Techniques to Measure and Improve Fairness in Artificial Intelligence algorithms. DOLAP (2022)
Manuel J. Rivera, Miguel A. Teruel, Alejandro Maté, Juan Trujillo
Diagnosis and prognosis of mental disorders by means of EEG and deep learning: a systematic mapping study. Artif. Intell. Rev. 55 (2) (2022)
Jose M. Barrera, A. Reina-Reina, Sandra García-Ponsoda, Juan Trujillo
Use of a i* Extension for Machine Learning: a Real Case Study. iStar (2022)
Juan Trujillo, Karen C. Davis, Xiaoyong Du, Ernesto Damiani, Veda C. Storey
Conceptual modeling in the era of Big Data and Artificial Intelligence: Research topics and introduction to the special issue. Data Knowl. Eng. 135 (2021)
Ana Lavalle, Alejandro Maté, Juan Trujillo, Miguel A. Teruel, Stefano Rizzi
A methodology to automatically translate user requirements into visualizations: Experimental validation. Inf. Softw. Technol. 136 (2021)
María del Mar Roldán García, José García-Nieto, Alejandro Maté, Juan Trujillo, José Francisco Aldana Montes
Ontology-driven approach for KPI meta-modelling, selection and reasoning. Int. J. Inf. Manag. 58 (2021)
Alejandro Maté, Jesús Peral, Juan Trujillo, Carlos Blanco, Diego García-Saiz, Eduardo Fernández-Medina
Improving security in NoSQL document databases through model-driven modernization. Knowl. Inf. Syst. 63 (8) (2021)
Roberto Tardío, Alejandro Maté, Juan Trujillo
An Iterative Methodology for Defining Big Data Analytics Architectures. IEEE Access 8 (2020)
Ana Lavalle, Miguel A. Teruel, Alejandro Maté, Juan Trujillo
Fostering Sustainability through Visualization Techniques for Real-Time IoT Data: A Case Study Based on Gas Turbines for Electricity Production. Sensors 20 (16) (2020)
Maria Pilar Escobar Esteban, Gustavo Candela Romero, Juan Trujillo, Manuel Marco Such, Jesús Peral
Adding value to Linked Open Data using a multidimensional model approach based on the RDF Data Cube vocabulary. Comput. Stand. Interfaces 68 (2020)
Ana Lavalle, Alejandro Maté, Juan Trujillo
An Approach to Automatically Detect and Visualize Bias in Data Analytics. DOLAP (2020)
Ana Lavalle, Alejandro Maté, Juan Trujillo, Stefano Rizzi
Visualization Requirements for Business Intelligence Analytics: A Goal-Based, Iterative Framework. RE (2019)
Ana Lavalle, Alejandro Maté, Juan Trujillo
Requirements-Driven Visualizations for Big Data Analytics: A Model-Driven Approach. ER (2019)
José Miguel Pérez-Álvarez, Alejandro Maté, María Teresa Gómez López, Juan Trujillo
Tactical Business-Process-Decision Support based on KPIs Monitoring and Validation. Comput. Ind. 102 (2018)
Alejandro Maté, Juan Trujillo, John Mylopoulos
Conceptual Modeling for Indicator Selection. Conceptual Modeling Perspectives (2017)
Alberto Esteban, Alejandro Maté, Juan Trujillo
Using Multidimensional Concepts for Detecting Problematic Sub-KPIs in Analysis Systems. ER Workshops (2017)
David Gil, Il-Yeol Song, José Francisco Aldana Montes, Juan Trujillo
Big Data. New approaches of modelling and management. Comput. Stand. Interfaces 54 (2017)
Alejandro Maté, Juan Trujillo, John Mylopoulos
Specification and derivation of key performance indicators for business analytics: A semantic approach. Data Knowl. Eng. 108 (2017)
David Gil, Juan Trujillo, Il-Yeol Song
Big Data trends: Modelling, Management and Visualization. Expert Syst. J. Knowl. Eng. 33 (4) (2016)
Alejandro Maté, Juan Trujillo, Félix García, Manuel A. Serrano, Mario Piattini
Empowering global software development with business intelligence. Inf. Softw. Technol. 76 (2016)
Evellin Cardoso, John Mylopoulos, Alejandro Mate, Juan Trujillo
Strategic Enterprise Architectures. PoEM (2016)
María Hallo Carrasco, Sergio Luján-Mora, Alejandro Maté, Juan Trujillo
Current state of Linked Data in digital libraries. J. Inf. Sci. 42 (2) (2016)
Alejandro Maté, Elisa de Gregorio, José Cámara, Juan Trujillo, Sergio Luján-Mora
The improvement of analytics in massive open online courses by applying data mining techniques. Expert Syst. J. Knowl. Eng. 33 (4) (2016)
Antonio Ferrández, Alejandro Maté, Jesús Peral, Juan Trujillo, Elisa de Gregorio, Marie-Aude Aufaure
A framework for enriching Data Warehouse analysis with Question Answering systems. J. Intell. Inf. Syst. 46 (1) (2016)
Alejandro Maté, Jesús Peral, Antonio Ferrández, David Gil, Juan Trujillo
A hybrid integrated architecture for energy consumption prediction. Future Gener. Comput. Syst. 63 (2016)
Alejandro Maté, Juan Trujillo, John Mylopoulos
Key Performance Indicator Elicitation and Selection Through Conceptual Modelling. ER (2016)
Roberto Tardío, Alejandro Maté, Juan Trujillo
An iterative methodology for big data management, analysis and visualization. IEEE BigData (2015)
Carlos Blanco, Ignacio García Rodríguez de Guzmán, Eduardo Fernández-Medina, Juan Trujillo
An MDA approach for developing secure OLAP applications: Metamodels and transformations. Comput. Sci. Inf. Syst. 12 (2) (2015)
Carlos Blanco, Eduardo Fernández-Medina, Juan Trujillo
Modernizing Secure OLAP Applications with a Model-Driven Approach. Comput. J. 58 (10) (2015)
Alejandro Mate, Juan Trujillo, Elvis Koci, Kostas Zoumpatianos, John Mylopoulos
Monitoring Strategic Business Goals with Argus. EDOC (2015)
Alejandro Maté, Juan Trujillo, John Mylopoulos
Stress Testing Strategic Goals with SWOT Analysis. ER (2015)
Veda C. Storey, Juan Trujillo, Stephen W. Liddle
Research on conceptual modeling: Themes, topics, and introduction to the special issue. Data Knowl. Eng. 98 (2015)
Alejandro Maté, Hector Llorens, Elisa de Gregorio, Roberto Tardío, David Gil, Rafael Muñoz-Terol, Juan Trujillo
A Novel Multidimensional Approach to Integrate Big Data in Business Intelligence. J. Database Manag. 26 (2) (2015)
Carlos Blanco, Ignacio García Rodríguez de Guzmán, Eduardo Fernández-Medina, Juan Trujillo
An architecture for automatically developing secure OLAP applications from models. Inf. Softw. Technol. 59 (2015)
Jesús Peral, Antonio Ferrández Rodríguez, Elisa de Gregorio, Juan Trujillo, Alejandro Maté, Luis José Ferrández
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 26 (2) (2015)
Antonio Ferrández, Jesús Peral, Elisa de Gregorio, Juan Trujillo, Alejandro Maté, Luis José Ferrández, Yenory Rojas Hernandez
An authoring tool for decision support systems in context questions of ecological knowledge. Ecol. Informatics 30 (2015)
Alejandro Maté, Juan Trujillo
Tracing conceptual models' evolution in data warehouses by using the model driven architecture. Comput. Stand. Interfaces 36 (5) (2014)
Miguel A. Teruel, Roberto Tardío, Elena Navarro, Alejandro Maté, Pascual González, Juan Trujillo, Rafael Muñoz-Terol
CSRML4BI: A Goal-Oriented Requirements Approach for Collaborative Business Intelligence. ER (2014)
Alejandro Maté, Juan Trujillo, Xavier Franch
Adding semantic modules to improve goal-oriented analysis of data warehouses using I-star. J. Syst. Softw. 88 (2014)
Alejandro Maté, Kostas Zoumpatianos, Themis Palpanas, Juan Trujillo, John Mylopoulos, Elvis Koci
A systematic approach for dynamic targeted monitoring of KPIs. CASCON (2014)
Carlos Blanco, Ignacio García Rodríguez de Guzmán, Eduardo Fernández-Medina, Juan Trujillo
Showing the Benefits of Applying a Model Driven Architecture for Developing Secure OLAP Applications. J. Univers. Comput. Sci. 20 (2) (2014)
Alejandro Maté, Elisa de Gregorio, José Cámara, Juan Trujillo
Improving Massive Open Online Courses Analysis by Applying Modeling and Text Mining: A Case Study. ER Workshops (2013)
Zineb El Akkaoui, Esteban Zimányi, Jose-Norberto Mazón, Juan Trujillo
A BPMN-Based Design and Maintenance Framework for ETL Processes. Int. J. Data Warehous. Min. 9 (3) (2013)
Konstantinos Zoumpatianos, Themis Palpanas, John Mylopoulos, Alejandro Maté, Juan Trujillo
Monitoring and diagnosing indicators for business analytics. CASCON (2013)
Alberto Abelló, Jérôme Darmont, Lorena Etcheverry, Matteo Golfarelli, Jose-Norberto Mazón, Felix Naumann, Torben Bach Pedersen, Stefano Rizzi, Juan Trujillo, Panos Vassiliadis, Gottfried Vossen
Fusion Cubes: Towards Self-Service Business Intelligence. Int. J. Data Warehous. Min. 9 (2) (2013)
Sandro Bimonte, Myoung-Ah Kang, Juan Trujillo
Integration of Spatial Networks in Data Warehouses: A UML Profile. ICCSA (4) (2013)
Belén Vela, Jose-Norberto Mazón, Carlos Blanco, Eduardo Fernández-Medina, Juan Trujillo, Esperanza Marcos
Development of Secure XML Data Warehouses with QVT. Inf. Softw. Technol. 55 (9) (2013)
Alejandro Maté, Juan Trujillo, Eric S. K. Yu
Aligning Data Warehouse Requirements with Business Goals. iStar (2013)
Vítor Estêvão Silva Souza, Jose-Norberto Mazón, Irene Garrigós, Juan Trujillo, John Mylopoulos
Monitoring strategic goals in data warehouses with awareness requirements. SAC (2012)
Sandro Bimonte, Myoung-Ah Kang, Mouna Snoussi, Octavio Glorio, Juan Trujillo
Un profil UML pour les entrepôts de données intégrant les réseaux spatiaux. Ingénierie des Systèmes d Inf. 17 (1) (2012)
Alejandro Maté, Juan Trujillo
A trace metamodel proposal based on the model driven architecture framework for the traceability of user requirements in data warehouses. Inf. Syst. 37 (8) (2012)
David Gil, Juan Trujillo, Il-Yeol Song
First International Workshop on Modeling for Data-Intensive Computing. ER Workshops (2012)
Alejandro Maté, Juan Trujillo, Elisa de Gregorio, Il-Yeol Song
Improving the maintainability of data warehouse designs: modeling relationships between sources and user concepts. DOLAP (2012)
Octavio Glorio, Jose-Norberto Mazón, Irene Garrigós, Juan Trujillo
A personalization process for spatial data warehouse development. Decis. Support Syst. 52 (4) (2012)
Jose-Norberto Mazón, Irene Garrigós, Florian Daniel, Juan Trujillo
Introduction to the special issue of Business Intelligence and the Web. Decis. Support Syst. 52 (4) (2012)
Alejandro Maté, Juan Trujillo, John Mylopoulos
Conceptualizing and specifying key performance indicators in business strategy models. CASCON (2012)
Alejandro Maté, Juan Trujillo, John Mylopoulos
Conceptualizing and Specifying Key Performance Indicators in Business Strategy Models. ER (2012)
Irene Garrigós, Jesús Pardillo, Jose-Norberto Mazón, José Jacobo Zubcoff, Juan Trujillo, Rafael Romero
A Conceptual Modeling Personalization Framework for OLAP. J. Database Manag. 23 (4) (2012)
Xavier Franch, Alejandro Maté, Juan Trujillo, Carlos Cares
with other modelling frameworks: A vision paper. RE (2011)
Jesús Pardillo, Jose-Norberto Mazón, Juan Trujillo
An MDA Approach and QVT Transformations for the Integrated Development of Goal-Oriented Data Warehouses and Data Marts. J. Database Manag. 22 (1) (2011)
Zineb El Akkaoui, Esteban Zimányi, Jose-Norberto Mazón, Juan Trujillo
A model-driven framework for ETL process development. DOLAP (2011)
Alejandro Mate, Juan Trujillo
Incorporating Traceability in Conceptual Models for Data Warehouses by Using MDA. ER (2011)
Alfonso Rodríguez, Eduardo Fernández-Medina, Juan Trujillo, Mario Piattini
Secure business process model specification through a UML 2.0 activity diagram profile. Decis. Support Syst. 51 (3) (2011)
Jose-Norberto Mazón, Jens Lechtenbörger, Juan Trujillo
A Model-Driven Approach for Enforcing Summarizability in Multidimensional Modeling. ER Workshops (2011)
Alejandro Mate, Juan Trujillo, Xavier Franch
A Modularization Proposal for Goal-Oriented Analysis of Data Warehouses Using I-Star. ER (2011)
Alfredo Cuzzocrea, Jose-Norberto Mazón, Juan Trujillo, José Jacobo Zubcoff
Model-driven data mining engineering: from solution-driven implementations to 'composable' conceptual data mining models. Int. J. Data Min. Model. Manag. 3 (3) (2011)
Juan Trujillo, Alejandro Maté
Business Intelligence 2.0: A General Overview. eBISS (2011)
Alejandro Mate, Juan Trujillo
A Trace Metamodel Proposal Based on the Model Driven Architecture Framework for the Traceability of User Requirements in Data Warehouses. CAiSE (2011)
Octavio Glorio, Jose-Norberto Mazón, Irene Garrigós, Juan Trujillo
Using web-based personalization on spatial data warehouses. EDBT/ICDT Workshops (2010)
Jose-Norberto Mazón, Jens Lechtenbörger, Juan Trujillo
A survey on summarizability issues in multidimensional modeling. JISBD (2010)
Dae-Kyoo Kim, Juan Trujillo
Foundations and Practices of Unified Modeling Language. J. Univers. Comput. Sci. 16 (17) (2010)
Carlos Blanco, Ignacio García Rodríguez de Guzmán, Eduardo Fernández-Medina, Juan Trujillo, Mario Piattini
Defining and transforming security rules in an MDA approach for DWs. Int. J. Bus. Intell. Data Min. 5 (2) (2010)
Octavio Glorio, Jose-Norberto Mazón, Juan Trujillo
A Model Driven Process for Spatial Data Sources and Spatial Data Warehouses Reconcilation. ICCSA (1) (2010)
Ania Cravero, Juan Trujillo, Jose-Norberto Mazón
Guía de diseño basada en el Modelo de Motivación del Negocio BMM* para la mejora del alineamiento entre el Almacén de Datos y la Estrategia del Negocio. JISBD (2010)
Jordi Cabot, Jose-Norberto Mazón, Jesús Pardillo, Juan Trujillo
Specifying Aggregation Functions in Multidimensional Models with OCL. ER (2010)
Lilia Muñoz, Jose-Norberto Mazón, Juan Trujillo
A family of experiments to validate measures for UML activity diagrams of ETL processes in data warehouses. Inf. Softw. Technol. 52 (11) (2010)
Jesús Pardillo, Jose-Norberto Mazón, Juan Trujillo
Extending OCL for OLAP querying on conceptual multidimensional models of data warehouses. Inf. Sci. 180 (5) (2010)
Carlos Blanco, Eduardo Fernández-Medina, Juan Trujillo, Jan Jürjens
Towards the Secure Modelling of OLAP Users' Behaviour. Secure Data Management (2010)
José Alfonso Aguilar, Irene Garrigós, Jose-Norberto Mazón, Juan Trujillo
An MDA Approach for Goal-oriented Requirement Analysis in Web Engineering. J. Univers. Comput. Sci. 16 (17) (2010)
Esteban Robles Luna, Irene Garrigós, Jose-Norberto Mazón, Juan Trujillo, Gustavo Rossi
An i*-based Approach for Modeling and Testing Web Requirements. J. Web Eng. 9 (4) (2010)
José Alfonso Aguilar, Irene Garrigós, Jose-Norberto Mazón, Juan Trujillo
Web Engineering Approaches for Requirement Analysis - A Systematic Literature Review. WEBIST (1) (2010)
Emilio Soler, Juan Trujillo, Carlos Blanco, Eduardo Fernández-Medina
Designing Secure Data Warehouses by Using MDA and QVT. J. Univers. Comput. Sci. 15 (8) (2009)

Juan Trujillo.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Juan Trujillo