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Sebastián Ventura (ORCID: 0000-0003-4216-6378)
Sebastián Ventura (ORCID: 0000-0003-4216-6378)
Professor of Computing and Artificial Intelligence, University of Cordoba
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Educational data mining: a review of the state of the art
C Romero, S Ventura
IEEE Transactions on Systems, Man, and Cybernetics, Part C (applications and …, 2010
26482010
Educational data mining: A survey from 1995 to 2005
C Romero, S Ventura
Expert Systems with Applications 33 (1), 135-146, 2007
22882007
Data mining in course management systems: Moodle case study and tutorial
C Romero, S Ventura, E García
Computers & Education 51 (1), 368-384, 2008
16242008
KEEL: a software tool to assess evolutionary algorithms for data mining problems
J Alcalá-Fdez, L Sánchez, S García, MJ Del Jesus, S Ventura, JM Garrell, ...
Soft Computing-A Fusion of Foundations, Methodologies and Applications 13 (3 …, 2009
15182009
Data mining in education
C Romero, S Ventura
Wiley Interdisciplinary Reviews: Data mining and knowledge discovery 3 (1 …, 2013
11722013
Predicting students' final performance from participation in on-line discussion forums
C Romero, MI López, JM Luna, S Ventura
Computers & Education 68, 458-472, 2013
6912013
A survey on the application of genetic programming to classification
PG Espejo, S Ventura, F Herrera
IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and …, 2009
6172009
Handbook of Educational Data Mining
C Romero, S Ventura, M Pechenizkiy, R Baker
CRC Press, 2011
6102011
Data Mining Algorithms to Classify Students
C Romero, S Ventura, PG Espejo, H César
1st International Conference on Educational Data Mining, 2008
5702008
A tutorial on multilabel learning
E Gibaja, S Ventura
ACM Computing Surveys (CSUR) 47 (3), 1-38, 2015
5102015
Educational data mining and learning analytics: An updated survey
C Romero, S Ventura
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 10 (3 …, 2020
4882020
Web Usage Mining for Predicting Final Marks of Students That Use Moodle Courses
C Romero, PG Espejo, A Zafra, JR Romero, S Ventura
Computer Applications in Engineering Education, 2010
3852010
Impact of HbA1c measurement on hospital readmission rates: analysis of 70,000 clinical database patient records
B Strack, JP DeShazo, C Gennings, JL Olmo, S Ventura, KJ Cios, ...
BioMed research international 2014, 2014
3682014
Early dropout prediction using data mining: a case study with high school students
C Márquez‐Vera, A Cano, C Romero, AYM Noaman, H Mousa Fardoun, ...
Expert Systems 33 (1), 107-124, 2016
3092016
Knowledge discovery with genetic programming for providing feedback to courseware authors
C Romero, S Ventura, PD Bra
User Modeling and User-Adapted Interaction 14 (5), 425-464, 2004
2562004
Predicting student failure at school using genetic programming and different data mining approaches with high dimensional and imbalanced data
C Márquez-Vera, A Cano, C Romero, S Ventura
Applied intelligence 38, 315-330, 2013
2502013
Applying Web usage mining for personalizing hyperlinks in Web-based adaptive educational systems
C Romero, S Ventura, A Zafra, P De Bra
Computers & Education 53 (3), 828-840, 2009
2402009
JCLEC: a Java framework for evolutionary computation
S Ventura, C Romero, A Zafra, JA Delgado, C Hervás
Soft Computing-A Fusion of Foundations, Methodologies and Applications 12 (4 …, 2008
2362008
Multi‐label learning: a review of the state of the art and ongoing research
E Gibaja, S Ventura
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 4 (6), 2014
2252014
An architecture for making recommendations to courseware authors using association rule mining and collaborative filtering
E García, C Romero, S Ventura, C Castro
User Modeling and User-Adapted Interaction 19 (1), 99-132, 2009
2202009
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