Marta E. Zorrilla

Orcid: 0000-0002-0475-8834

According to our database1, Marta E. Zorrilla authored at least 64 papers between 1996 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Design, Building and Deployment of Smart Applications for Anomaly Detection and Failure Prediction in Industrial Use Cases.
Inf., September, 2024

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., 2024

2023
Fleet management systems in Logistics 4.0 era: a real time distributed and scalable architectural proposal.
Proceedings of the 4th International Conference on Industry 4.0 and Smart Manufacturing (ISM 2023), 2023

2022
A reference framework for the implementation of data governance systems for industry 4.0.
Comput. Stand. Interfaces, 2022

2021
A big data-centric architecture metamodel for Industry 4.0.
Future Gener. Comput. Syst., 2021

Fostering study time outside class using gamification strategies: An experimental study at tertiary-level database courses.
Comput. Appl. Eng. Educ., 2021

An I4.0 data intensive platform suitable for the deployment of machine learning models: a predictive maintenance service case study.
Proceedings of the 3rd International Conference on Industry 4.0 and Smart Manufacturing (ISM 2022), Virtual Event / Upper Austria University of Applied Sciences - Hagenberg Campus, 2021

2020
Lavoisier: A DSL for increasing the level of abstraction of data selection and formatting in data mining.
J. Comput. Lang., 2020

Mortadelo: Automatic generation of NoSQL stores from platform-independent data models.
Future Gener. Comput. Syst., 2020

2019
Sociograms: An Effective Tool For Decision Making in Social Learning.
Technol. Knowl. Learn., 2019

S3Mining: A model-driven engineering approach for supporting novice data miners in selecting suitable classifiers.
Comput. Stand. Interfaces, 2019

How Far are we from Data Mining Democratisation? A Systematic Review.
CoRR, 2019

Bernard, an energy intelligent system for raising residential users awareness.
Comput. Ind. Eng., 2019

Lavoisier: High-Level Selection and Preparation of Data for Analysis.
Proceedings of the Model and Data Engineering - 9th International Conference, 2019

Towards a Data Governance Framework for Third Generation Platforms.
Proceedings of the 10th International Conference on Ambient Systems, Networks and Technologies (ANT 2019) / The 2nd International Conference on Emerging Data and Industry 4.0 (EDI40 2019) / Affiliated Workshops, April 29, 2019

2018
FLANDM: a development framework of domain-specific languages for data mining democratisation.
Comput. Lang. Syst. Struct., 2018

A Run-Time Detector of Hardworking E-Learners with Underperformance.
Proceedings of the Methodologies and Intelligent Systems for Technology Enhanced Learning, 2018

Mortadelo: A Model-Driven Framework for NoSQL Database Design.
Proceedings of the Model and Data Engineering - 8th International Conference, 2018

2017
A clustering-based knowledge discovery process for data centre infrastructure management.
J. Supercomput., 2017

A meta-learning based framework for building algorithm recommenders: An application for educational arena.
J. Intell. Fuzzy Syst., 2017

A Model-Driven Ecosystem for the Definition of Data Mining Domain-Specific Languages.
Proceedings of the Model and Data Engineering - 7th International Conference, 2017

On the Automated Transformation of Domain Models into Tabular Datasets.
Proceedings of the ER Forum 2017 and the ER 2017 Demo Track co-located with the 36th International Conference on Conceptual Modelling (ER 2017), Valencia, Spain,, 2017

Toward a Network-Based Approach to Modeling Epistatic Interactions in Genome-Wide Association Studies.
Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017

2015
Towards a DSL for Educational Data Mining.
Proceedings of the Languages, Applications and Technologies - 4th International Symposium, 2015

Meta-Learning Based Framework for Helping Non-expert Miners to Choice a Suitable Classification Algorithm: An Application for the Educational Field.
Proceedings of the Computational Collective Intelligence - 7th International Conference, 2015

Detection of Learners with a Performance Inconsistent with Their Effort.
Proceedings of the 8th International Conference on Educational Data Mining, 2015

2014
Building Families of Software Products for e-Learning Platforms: A Case Study.
Rev. Iberoam. de Tecnol. del Aprendiz., 2014

Meta-learning: Can It Be Suitable to Automatise the KDD Process for the Educational Domain?
Proceedings of the Rough Sets and Intelligent Systems Paradigms, 2014

The predictive power of the SNA metrics for education.
Proceedings of the 7th International Conference on Educational Data Mining, 2014

2013
A service oriented architecture to provide data mining services for non-expert data miners.
Decis. Support Syst., 2013

Enabling Non-expert Users to Apply Data Mining for Bridging the Big Data Divide.
Proceedings of the Data-Driven Process Discovery and Analysis, 2013

Development of a Knowledge Base for Enabling Non-expert Users to Apply Data Mining Algorithms.
Proceedings of the 3rd International Symposium on Data-driven Process Discovery and Analysis, 2013

Social Network Analysis and Data Mining: An Application to the E-Learning Context.
Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2013

Towards the development of a classification service for predicting students' performance.
Proceedings of the 6th International Conference on Educational Data Mining, 2013

Identifying Overlapping Communities and Their Leading Members in Social Networks.
Proceedings of the Advances in Artificial Intelligence, 2013

2012
Towards the Development of a Knowledge Base for Realizing User-Friendly Data Mining.
Proceedings of the Metadata and Semantics Research - 6th Research Conference, 2012

A promising classification method for predicting distance students' performance.
Proceedings of the 5th International Conference on Educational Data Mining, 2012

Analysis of social metrics in dynamic networks: measuring the influence with FRINGE.
Proceedings of the 2012 Joint EDBT/ICDT Workshops, Berlin, Germany, March 30, 2012, 2012

2011
Comparing classification methods for predicting distance students' performance.
Proceedings of the Second Workshop on Applications of Pattern Analysis, 2011

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., 2011

FRINGE: A New Approach to the Detection of Overlapping Communities in Graphs.
Proceedings of the Computational Science and Its Applications - ICCSA 2011, 2011

Towards Parameter-free Data Mining: Mining Educational Data with Yacaree.
Proceedings of the 4th International Conference on Educational Data Mining, 2011

E-learning Web Miner: A Data Mining Application to Help Instructors Involved in Virtual Courses.
Proceedings of the 4th International Conference on Educational Data Mining, 2011

2010
Apoyo a la Decisión en Ingeniería del Software (ADIS, 10ª ed.).
Proceedings of the XV Jornadas de Ingeniería del Software y Bases de Datos (JISBD 2010), 2010

Filtering Association Rules with Negations on the Basis of Their Confidence Boost.
Proceedings of the KDIR 2010, 2010

A decision support system to improve e-learning environments.
Proceedings of the 2010 EDBT/ICDT Workshops, Lausanne, Switzerland, March 22-26, 2010, 2010

An Approach to Measure Student Activity in Learning Management Systems.
Proceedings of the CSEDU 2010 - Proceedings of the Second International Conference on Computer Supported Education, Valencia, Spain, April 7-10, 2010, 2010

2009
Moving objects forecast in image sequences using autoregressive algorithms.
Vis. Comput., 2009

2008
Orientaciones en el diseño y evaluación de un curso virtual para la enseñanza de aplicaciones informáticas.
Rev. Iberoam. de Tecnol. del Aprendiz., 2008

MATEP: Monitoring and Analysis Tool for E-Learning Platforms.
Proceedings of the 8th IEEE International Conference on Advanced Learning Technologies, 2008

2007
A new image prediction model based on spatio-temporal techniques.
Vis. Comput., 2007

Una aproximación dirigida por modelos para diseñar y construir esquemas XML: Un caso de estudio.
Rev. Avances en Sistemas Informática, 2007

Towards Virtual Course Evaluation Using Web Intelligence.
Proceedings of the Computer Aided Systems Theory, 2007

Synoptic Maps Forecast Using Spatio-temporal Models.
Proceedings of the Computer Aided Systems Theory, 2007

2005
Data Web house to support Web intelligence in e-learning environments.
Proceedings of the 2005 IEEE International Conference on Granular Computing, 2005

Web Usage Mining Project for Improving Web-Based Learning Sites.
Proceedings of the Computer Aided Systems Theory, 2005

Meteorological Image Descriptors.
Proceedings of the Computer Aided Systems Theory, 2005

2003
Preprocessing Phase in the PIETSI Project (Prediction of Time Evolution Images Using Intelligent Systems).
Proceedings of the Computer Aided Systems Theory, 2003

2001
An Online Information Retrieval Systems by Means of Artificial Neural Networks.
Proceedings of the Computer Aided Systems Theory, 2001

1999
Vertical Partitioning Algorithms in Distributed Databases.
Proceedings of the Computer Aided Systems Theory - EUROCAST'99, Vienna, Austria, September 29, 1999

Distributed Simulation with Multimedia Interface.
Proceedings of the Computer Aided Systems Theory - EUROCAST'99, Vienna, Austria, September 29, 1999

1997
Desarrollo de un Libro Interactivo para la Enseñanza des Bases de Datos.
Proceedings of the II Jornadas de Investigación y Docencia en Bases de Datos, 1997

1996
Orientaciones para el diseño de un sistema corporativo de gestión documental.
Proceedings of the I Jornadas de Investigación y Docencia en Bases de Datos, 1996

Actualizatión del software Pc-IAST de diseño de bases de datos relacionales.
Proceedings of the I Jornadas de Investigación y Docencia en Bases de Datos, 1996


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