Diego García-Saiz

Orcid: 0000-0002-7182-7879

According to our database1, Diego García-Saiz authored at least 38 papers between 2010 and 2024.

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

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Domain-specific languages for the automated generation of datasets for industry 4.0 applications.
J. Ind. Inf. Integr., 2024

2023
Towards the Specification and Generation of Time Series Datasets from Data Lakes.
Proceedings of the 31st IEEE International Requirements Engineering Conference, RE 2023, 2023

2022
Security policies by design in NoSQL document databases.
J. Inf. Secur. Appl., 2022

2021
Improving security in NoSQL document databases through model-driven modernization.
Knowl. Inf. Syst., 2021

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

Automated Generation of Datasets from Fishbone Diagrams.
Proceedings of the Model and Data Engineering - 10th International Conference, 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
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

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

How the Conceptual Modelling Improves the Security on Document Databases.
Proceedings of the Conceptual Modeling - 37th 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

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

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

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

Frequency Domain Analysis as Risk Predictor of Sudden Cardiac Death from Long-time ECG Recordings.
Proceedings of the BIOSIGNALS 2010, 2010


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