Cristóbal Romero
Orcid: 0000-0003-4180-4948Affiliations:
- University of Córdoba, Spain
According to our database1,
Cristóbal Romero
authored at least 94 papers
between 2003 and 2024.
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Bibliography
2024
2023
A Case-Study Comparison of Machine Learning Approaches for Predicting Student's Dropout from Multiple Online Educational Entities.
Algorithms, 2023
Selecting the Best Approach for Predicting Student Dropout in Full Online Private Higher Education.
Proceedings of the Learning Analytics Summer Institute Spain 2023 (LASI Spain 2023), 2023
2022
A review on data fusion in multimodal learning analytics and educational data mining.
WIREs Data Mining Knowl. Discov., 2022
Knowl. Inf. Syst., 2022
Correction to: Improving the portability of predicting students' performance models by using ontologies.
J. Comput. High. Educ., 2022
Improving the portability of predicting students' performance models by using ontologies.
J. Comput. High. Educ., 2022
Subgroup discovery in MOOCs: a big data application for describing different types of learners.
Interact. Learn. Environ., 2022
Looking for the best data fusion model in Smart Learning Environments for detecting at risk university students.
Proceedings of the 15th International Conference on Educational Data Mining, 2022
Educational Data Mining and Learning Analytics.
Proceedings of the 14th International Conference on Computer Supported Education, 2022
2021
Improving prediction of students' performance in intelligent tutoring systems using attribute selection and ensembles of different multimodal data sources.
J. Comput. High. Educ., 2021
Multi-source and multimodal data fusion for predicting academic performance in blended learning university courses.
Comput. Electr. Eng., 2021
2020
WIREs Data Mining Knowl. Discov., 2020
Helping university students to choose elective courses by using a hybrid multi-criteria recommendation system with genetic optimization.
Knowl. Based Syst., 2020
J. Comput. High. Educ., 2020
Predicting students' performance using emotion detection from face-recording video when interacting with an ITS.
Proceedings of the 13th International Conference on Educational Data Mining, 2020
2019
Guest Editorial: Special Issue on Early Prediction and Supporting of Learning Performance.
IEEE Trans. Learn. Technol., 2019
Improving Multi-Label Classification for Learning Objects Categorization by Taking into Consideration Usage Information.
J. Univers. Comput. Sci., 2019
Improving essay peer grading accuracy in massive open online courses using personalized weights from student's engagement and performance.
J. Comput. Assist. Learn., 2019
A holographic mobile-based application for practicing pronunciation of basic English vocabulary for Spanish speaking children.
Int. J. Hum. Comput. Stud., 2019
Predicting academic performance of university students from multi-sources data in blended learning.
Proceedings of the Second International Conference on Data Science, 2019
2018
A Hybrid Multi-Criteria approach using a Genetic Algorithm for Recommending Courses to University Students.
Proceedings of the 11th International Conference on Educational Data Mining, 2018
2017
WIREs Data Mining Knowl. Discov., 2017
Comput. Appl. Eng. Educ., 2017
Towards Automatic Classification of Learning Objects: Reducing the Number of Used Features.
Proceedings of the 10th International Conference on Educational Data Mining, 2017
2016
Editorial: A Message from the Editorial Team and an Introduction to the January-March 2016 Issue.
IEEE Trans. Learn. Technol., 2016
Expert Syst. J. Knowl. Eng., 2016
Proceedings of the Third ACM Conference on Learning @ Scale, 2016
Meta-learning for predicting the best vote aggregation method: Case study in collaborative searching of LOs.
Proceedings of the 9th International Conference on Educational Data Mining, 2016
2015
Technol. Knowl. Learn., 2015
Evaluation and selection of group recommendation strategies for collaborative searching of learning objects.
Int. J. Hum. Comput. Stud., 2015
Improving Meta-learning for Algorithm Selection by Using Multi-label Classification: A Case of Study with Educational Data Sets.
Int. J. Comput. Intell. Syst., 2015
Expert Syst. J. Knowl. Eng., 2015
An evolutionary algorithm for the discovery of rare class association rules in learning management systems.
Appl. Intell., 2015
Proceedings of the Fifth International Conference on Learning Analytics And Knowledge, 2015
Proceedings of the 8th International Conference on Educational Data Mining, 2015
2014
On the Use of Genetic Programming for Mining Comprehensible Rules in Subgroup Discovery.
IEEE Trans. Cybern., 2014
Reducing gaps in quantitative association rules: A genetic programming free-parameter algorithm.
Integr. Comput. Aided Eng., 2014
Proceedings of the Learning Analytics and Knowledge Conference 2014, 2014
Accepting or Rejecting Students_ Self-grading in their Final Marks by using Data Mining.
Proceedings of the 7th International Conference on Educational Data Mining, 2014
2013
Knowl. Inf. Syst., 2013
Rev. Iberoam. de Tecnol. del Aprendiz., 2013
Association rule mining using genetic programming to provide feedback to instructors from multiple-choice quiz data.
Expert Syst. J. Knowl. Eng., 2013
Predicting students' final performance from participation in on-line discussion forums.
Comput. Educ., 2013
Comput. Appl. Eng. Educ., 2013
Predicting student failure at school using genetic programming and different data mining approaches with high dimensional and imbalanced data.
Appl. Intell., 2013
A framework for recommendation in learning object repositories: An example of application in civil engineering.
Adv. Eng. Softw., 2013
Proceedings of the Genetic Programming - 16th European Conference, 2013
A meta-learning approach for recommending a subset of white-box classification algorithms for Moodle datasets.
Proceedings of the 6th International Conference on Educational Data Mining, 2013
Proceedings of the 6th International Conference on Educational Data Mining, 2013
2012
Rev. Iberoam. de Tecnol. del Aprendiz., 2012
Proceedings of the 12th International Conference on Intelligent Systems Design and Applications, 2012
Meta-learning Approach for Automatic Parameter Tuning: A case of study with educational datasets.
Proceedings of the 5th International Conference on Educational Data Mining, 2012
Classification via clustering for predicting final marks starting from the student participation in Forums.
Proceedings of the 5th International Conference on Educational Data Mining, 2012
2011
User Model. User Adapt. Interact., 2011
Expert Syst. Appl., 2011
Adv. Eng. Softw., 2011
Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011
Proceedings of the 4th International Conference on Educational Data Mining, 2011
Proceedings of the 4th International Conference on Educational Data Mining, 2011
Using Data Mining in a Recommender System to Search for Learning Objects in Repositories.
Proceedings of the 4th International Conference on Educational Data Mining, 2011
2010
IEEE Trans. Syst. Man Cybern. Part C, 2010
Proceedings of the Educational Data Mining 2010, 2010
Proceedings of the Educational Data Mining 2010, 2010
2009
An architecture for making recommendations to courseware authors using association rule mining and collaborative filtering.
User Model. User Adapt. Interact., 2009
Soft Comput., 2009
Expert Syst. Appl., 2009
Evolutionary algorithms for subgroup discovery in e-learning: A practical application using Moodle data.
Expert Syst. Appl., 2009
Applying Web usage mining for personalizing hyperlinks in Web-based adaptive educational systems.
Comput. Educ., 2009
Comput. Appl. Eng. Educ., 2009
Proceedings of the User Modeling, 2009
Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009
Proceedings of the Educational Data Mining, 2009
2008
Sistema recomendador colaborativo usando minería de datos distribuida para la mejora continua de cursos e-learning.
Rev. Iberoam. de Tecnol. del Aprendiz., 2008
Comput. Educ., 2008
Analyzing Rule Evaluation Measures with Educational Datasets: A Framework to Help the Teacher.
Proceedings of the Educational Data Mining 2008, 2008
Proceedings of the Educational Data Mining 2008, 2008
Proceedings of the Educational Data Mining 2008, 2008
2007
Proceedings of the Bio-inspired Modeling of Cognitive Tasks, 2007
Proceedings of the Computational and Ambient Intelligence, 2007
Personalized Links Recommendation Based on Data Mining in Adaptive Educational Hypermedia Systems.
Proceedings of the Creating New Learning Experiences on a Global Scale, 2007
2006
Artif. Intell. Medicine, 2006
Inteligencia Artif., 2006
Proceedings of the Intelligent Data Engineering and Automated Learning, 2006
An Authoring Tool for Building Both Mobile Adaptable Tests and Web-Based Adaptive or Classic Tests.
Proceedings of the Adaptive Hypermedia and Adaptive Web-Based Systems, 2006
2004
Knowledge Discovery with Genetic Programming for Providing Feedback to Courseware Authors.
User Model. User Adapt. Interact., 2004
2003
Proceedings of the User Modeling 2003, 2003