Marta E. Zorrilla

65 papers B 9C 5Misc 2Journal 22Unranked 27

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Building of transformer-based RUL predictors supported by explainability techniques: Application on real industrial datasets. Inf. Fusion Ricardo Dintén, Marta E. Zorrilla, Bruno Veloso, João Gama
2025	J	`jnl`	Architecture Building Blocks for Data Governance in Data Spaces. Inf. Marta E. Zorrilla, Juan Yebenes
2025	J	`jnl`	On Building a Data-Driven Culture in SMEs. IEEE Access Marta E. Zorrilla, Francisco M. Somohano-Rodriguez, Juan Yebenes
2025	J	`jnl`	RAGBOT CLI: a Python library for running and evaluating retrieval-augmented generation chatbots. SoftwareX Rubén Martínez Amodia, Cristina Tîrnauca, Marta E. Zorrilla
2024	J	`jnl`	Design, Building and Deployment of Smart Applications for Anomaly Detection and Failure Prediction in Industrial Use Cases. Inf. Ricardo Dintén, Marta E. Zorrilla
2024	J	`jnl`	Model-based tool for the design, configuration and deployment of data-intensive applications in hybrid environments: An Industry 4.0 case study. J. Ind. Inf. Integr. Ricardo Dintén, Patricia López Martínez, Marta E. Zorrilla
2022	J	`jnl`	A reference framework for the implementation of data governance systems for industry 4.0. Comput. Stand. Interfaces Marta E. Zorrilla, Juan Yebenes
2022	C	`conf`	Fleet management systems in Logistics 4.0 era: a real time distributed and scalable architectural proposal. ISM Ricardo Dintén, Sebastián García, Marta E. Zorrilla
2021	J	`jnl`	A big data-centric architecture metamodel for Industry 4.0. Future Gener. Comput. Syst. Patricia López Martínez, Ricardo Dintén, José María Drake, Marta E. Zorrilla
2021	C	`conf`	An I4.0 data intensive platform suitable for the deployment of machine learning models: a predictive maintenance service case study. ISM Ricardo Dintén Herrero, Marta E. Zorrilla
2020	J	`jnl`	Lavoisier: A DSL for increasing the level of abstraction of data selection and formatting in data mining. J. Comput. Lang. Alfonso de la Vega, Diego García-Saiz, Marta E. Zorrilla, Pablo Sánchez
2020	J	`jnl`	Mortadelo: Automatic generation of NoSQL stores from platform-independent data models. Future Gener. Comput. Syst. Alfonso de la Vega, Diego García-Saiz, Carlos Blanco, Marta E. Zorrilla, Pablo Sánchez
2019	J	`jnl`	Bernard, an energy intelligent system for raising residential users awareness. Comput. Ind. Eng. Marta E. Zorrilla, Álvaro Ibrain
2019	J	`jnl`	How Far are we from Data Mining Democratisation? A Systematic Review. CoRR Alfonso de la Vega, Diego García-Saiz, Marta E. Zorrilla, Pablo Sánchez
2019	C	`conf`	Lavoisier: High-Level Selection and Preparation of Data for Analysis. MEDI Alfonso de la Vega, Diego García-Saiz, Marta E. Zorrilla, Pablo Sánchez
2019	J	`jnl`	S3Mining: A model-driven engineering approach for supporting novice data miners in selecting suitable classifiers. Comput. Stand. Interfaces Roberto Espinosa, Diego García-Saiz, Marta E. Zorrilla, José Jacobo Zubcoff, Jose-Norberto Mazón
2019	J	`jnl`	Sociograms: An Effective Tool For Decision Making in Social Learning. Technol. Knowl. Learn. Marta E. Zorrilla, Mariana de Lima Silva
2019	—	`conf`	Towards a Data Governance Framework for Third Generation Platforms. ANT/EDI40 Juan Yebenes, Marta E. Zorrilla
2018	Misc	`conf`	A Run-Time Detector of Hardworking E-Learners with Underperformance. MIS4TEL Diego García-Saiz, Marta E. Zorrilla, Alfonso de la Vega, Pablo Sánchez
2018	J	`jnl`	FLANDM: a development framework of domain-specific languages for data mining democratisation. Comput. Lang. Syst. Struct. Alfonso de la Vega, Diego García-Saiz, Marta E. Zorrilla, Pablo Sánchez
2018	C	`conf`	Mortadelo: A Model-Driven Framework for NoSQL Database Design. MEDI Alfonso de la Vega, Diego García-Saiz, Carlos Blanco, Marta E. Zorrilla, Pablo Sánchez
2017	C	`conf`	A Model-Driven Ecosystem for the Definition of Data Mining Domain-Specific Languages. MEDI Alfonso de la Vega, Diego García-Saiz, Marta E. Zorrilla, Pablo Sánchez
2017	J	`jnl`	A clustering-based knowledge discovery process for data centre infrastructure management. J. Supercomput. Diego García-Saiz, Marta E. Zorrilla, José Luis Bosque
2017	J	`jnl`	A meta-learning based framework for building algorithm recommenders: An application for educational arena. J. Intell. Fuzzy Syst. Diego García-Saiz, Marta E. Zorrilla
2017	—	`conf`	On the Automated Transformation of Domain Models into Tabular Datasets. ER Forum/Demos Alfonso de la Vega, Diego García-Saiz, Marta E. Zorrilla, Pablo Sánchez
2017	B	`conf`	Toward a Network-Based Approach to Modeling Epistatic Interactions in Genome-Wide Association Studies. CBMS Camilo Palazuelos, Marta E. Zorrilla, Javier Llorca
2015	B	`conf`	Detection of Learners with a Performance Inconsistent with Their Effort. EDM Diego García-Saiz, Marta E. Zorrilla
2015	—	`conf`	Meta-Learning Based Framework for Helping Non-expert Miners to Choice a Suitable Classification Algorithm: An Application for the Educational Field. ICCCI (2) Marta E. Zorrilla, Diego García-Saiz
2015	—	`conf`	Towards a DSL for Educational Data Mining. SLATE Alfonso de la Vega, Diego García-Saiz, Marta E. Zorrilla, Pablo Sánchez
2014	—	`conf`	Meta-learning: Can It Be Suitable to Automatise the KDD Process for the Educational Domain? RSEISP Marta E. Zorrilla, Diego García-Saiz
2014	B	`conf`	The predictive power of the SNA metrics for education. EDM Diego García-Saiz, Camilo Palazuelos, Marta E. Zorrilla
2013	J	`jnl`	A service oriented architecture to provide data mining services for non-expert data miners. Decis. Support Syst. Marta E. Zorrilla, Diego García-Saiz
2013	—	`conf`	Development of a Knowledge Base for Enabling Non-expert Users to Apply Data Mining Algorithms. SIMPDA Roberto Espinosa, Diego García-Saiz, Marta E. Zorrilla, José Jacobo Zubcoff, Jose-Norberto Mazón
2013	—	`conf`	Enabling Non-expert Users to Apply Data Mining for Bridging the Big Data Divide. SIMPDA (Revised Selected Papers) Roberto Espinosa, Diego García-Saiz, Marta E. Zorrilla, José Jacobo Zubcoff, Jose-Norberto Mazón
2013	—	`conf`	Identifying Overlapping Communities and Their Leading Members in Social Networks. CAEPIA Camilo Palazuelos, Marta E. Zorrilla
2013	B	`conf`	Social Network Analysis and Data Mining: An Application to the E-Learning Context. ICCCI Camilo Palazuelos, Diego García-Saiz, Marta E. Zorrilla
2013	B	`conf`	Towards the development of a classification service for predicting students' performance. EDM Diego García-Saiz, Marta E. Zorrilla
2012	B	`conf`	A promising classification method for predicting distance students' performance. EDM Diego García-Saiz, Marta E. Zorrilla
2012	—	`conf`	Analysis of social metrics in dynamic networks: measuring the influence with FRINGE. EDBT/ICDT Workshops Camilo Palazuelos, Marta E. Zorrilla
2012	—	`conf`	Towards the Development of a Knowledge Base for Realizing User-Friendly Data Mining. MTSR Roberto Espinosa, Diego García-Saiz, José Jacobo Zubcoff, Jose-Norberto Mazón, Marta E. Zorrilla
2011	J	`jnl`	Are models easier to understand than code? An empirical study on comprehension of entity-relationship (ER) models vs. structured query language (SQL) code. Comput. Sci. Educ. Pablo Sánchez, Marta E. Zorrilla, Rafael Duque Medina, Alicia Nieto-Reyes
2011	—	`conf`	Comparing classification methods for predicting distance students' performance. WAPA Diego García-Saiz, Marta E. Zorrilla
2011	B	`conf`	E-learning Web Miner: A Data Mining Application to Help Instructors Involved in Virtual Courses. EDM Diego García-Saiz, Marta E. Zorrilla
2011	—	`conf`	FRINGE: A New Approach to the Detection of Overlapping Communities in Graphs. ICCSA (3) Camilo Palazuelos, Marta E. Zorrilla
2011	B	`conf`	Towards Parameter-free Data Mining: Mining Educational Data with Yacaree. EDM Marta E. Zorrilla, Diego García-Saiz, José L. Balcázar
2010	—	`conf`	A decision support system to improve e-learning environments. EDBT/ICDT Workshops Marta E. Zorrilla, Diego García-Saiz, Elena Álvarez
2010	—	`conf`	An Approach to Measure Student Activity in Learning Management Systems. CSEDU (2) Marta E. Zorrilla, Diego García-Saiz, Elena Álvarez
2010	—	`conf`	Apoyo a la Decisión en Ingeniería del Software (ADIS, 10ª ed.). JISBD Roberto Ruiz, Daniel Rodríguez, Marta E. Zorrilla, José Jacobo Zubcoff
2010	—	`conf`	Filtering Association Rules with Negations on the Basis of Their Confidence Boost. KDIR José L. Balcázar, Cristina Tîrnauca, Marta E. Zorrilla
2009	J	`jnl`	Moving objects forecast in image sequences using autoregressive algorithms. Vis. Comput. José Luis Crespo, Marta E. Zorrilla, Pilar Bernardos, Eduardo Mora
2008	B	`conf`	MATEP: Monitoring and Analysis Tool for E-Learning Platforms. ICALT Marta E. Zorrilla, Elena Álvarez
2007	J	`jnl`	A new image prediction model based on spatio-temporal techniques. Vis. Comput. José Luis Crespo, Marta E. Zorrilla, Pilar Bernardos, Eduardo Mora
2007	—	`conf`	Synoptic Maps Forecast Using Spatio-temporal Models. EUROCAST José Luis Crespo, Pilar Bernardos, Marta E. Zorrilla, Eduardo Mora
2007	—	`conf`	Towards Virtual Course Evaluation Using Web Intelligence. EUROCAST Marta E. Zorrilla, D. Marín, Elena Álvarez
2007	J	`jnl`	Una aproximación dirigida por modelos para diseñar y construir esquemas XML: Un caso de estudio. Rev. Avances en Sistemas Informática Marta E. Zorrilla, Belén Vela, Esperanza Marcos
2005	Misc	`conf`	Data Web house to support Web intelligence in e-learning environments. GrC Marta E. Zorrilla, Socorro Millán, Ernestina Menasalvas Ruiz
2005	—	`conf`	Meteorological Image Descriptors. EUROCAST José Luis Crespo, Pilar Bernardos, Marta E. Zorrilla, Eduardo Mora
2005	—	`conf`	Web Usage Mining Project for Improving Web-Based Learning Sites. EUROCAST Marta E. Zorrilla, Ernestina Menasalvas Ruiz, D. Marín, Eduardo Mora, Javier Segovia
2003	—	`conf`	Preprocessing Phase in the PIETSI Project (Prediction of Time Evolution Images Using Intelligent Systems). EUROCAST José Luis Crespo, Pilar Bernardos, Marta E. Zorrilla, Eduardo Mora
2001	—	`conf`	An Online Information Retrieval Systems by Means of Artificial Neural Networks. EUROCAST Marta E. Zorrilla, José Luis Crespo, Eduardo Mora
1999	—	`conf`	Distributed Simulation with Multimedia Interface. EUROCAST Pedro Corcuera, Mario Garcés, Eduardo Mora, Marta E. Zorrilla
1999	—	`conf`	Vertical Partitioning Algorithms in Distributed Databases. EUROCAST Marta E. Zorrilla, Eduardo Mora, Pedro Corcuera, J. Fernández
1997	—	`conf`	Desarrollo de un Libro Interactivo para la Enseñanza des Bases de Datos. JIDBD Eduardo Mora, Marta E. Zorrilla, Pedro Corcuera
1996	—	`conf`	Actualizatión del software Pc-IAST de diseño de bases de datos relacionales. JIDBD Eduardo Mora, Marta E. Zorrilla, Pedro Corcuera
1996	—	`conf`	Orientaciones para el diseño de un sistema corporativo de gestión documental. JIDBD Eduardo Mora, Marta E. Zorrilla, Pedro Corcuera