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 | 3098 | 2010 |
Educational data mining: A survey from 1995 to 2005 C Romero, S Ventura Expert systems with applications 33 (1), 135-146, 2007 | 2516 | 2007 |
Data mining in course management systems: Moodle case study and tutorial C Romero, S Ventura, E García Computers & education 51 (1), 368-384, 2008 | 1737 | 2008 |
KEEL: a software tool to assess evolutionary algorithms for data mining problems J Alcalá-Fdez, L Sanchez, S Garcia, MJ del Jesus, S Ventura, JM Garrell, ... Soft Computing 13, 307-318, 2009 | 1723 | 2009 |
Data mining in education C Romero, S Ventura Wiley Interdisciplinary Reviews: Data mining and knowledge discovery 3 (1 …, 2013 | 1482 | 2013 |
Educational data mining and learning analytics: An updated survey C Romero, S Ventura Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, e1355, 2020 | 1000 | 2020 |
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 | 792 | 2013 |
Handbook of educational data mining C Romero, S Ventura, M Pechenizkiy, RSJ Baker CRC press, 2010 | 704 | 2010 |
Data mining algorithms to classify students C Romero, S Ventura, PG Espejo, C Hervás Educational data mining 2008, 2008 | 633 | 2008 |
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 21 (1), 135-146, 2013 | 436 | 2013 |
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 | 405 | 2016 |
A survey on educational process mining A Bogarín, R Cerezo, C Romero Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 8 (1 …, 2018 | 344 | 2018 |
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 | 294 | 2013 |
Knowledge discovery with genetic programming for providing feedback to courseware authors C Romero, S Ventura, PD Bra User Modeling and User-Adapted Interaction 14, 425-464, 2004 | 267 | 2004 |
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 | 262 | 2009 |
Text mining in education R Ferreira‐Mello, M André, A Pinheiro, E Costa, C Romero Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 9 (6 …, 2019 | 249 | 2019 |
JCLEC: a Java framework for evolutionary computation S Ventura, C Romero, A Zafra, JA Delgado, C Hervás Soft computing 12, 381-392, 2008 | 247 | 2008 |
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, 99-132, 2009 | 236 | 2009 |
Classification via clustering for predicting final marks based on student participation in forums. MI Lopez, JM Luna, C Romero, S Ventura International Educational Data Mining Society, 2012 | 234 | 2012 |
Data mining in e-learning C Romero, S Ventura WIT press, 2006 | 231 | 2006 |