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 | 2070 | 2010 |
Educational data mining: A survey from 1995 to 2005 C Romero, S Ventura Expert systems with applications 33 (1), 135-146, 2007 | 1917 | 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 | 1384 | 2008 |
KEEL: a software tool to assess evolutionary algorithms for data mining problems J Alcalá-Fdez, L Sánchez, S Garcia, MJ del Jesus, S Ventura, JM Garrell, ... Soft Computing 13 (3), 307-318, 2009 | 1252 | 2009 |
Data mining in education C Romero, S Ventura Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 3 (1 …, 2013 | 794 | 2013 |
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 | 504 | 2013 |
Data mining algorithms to classify students C Romero, S Ventura, PG Espejo, C Hervás Educational data mining 2008, 2008 | 476 | 2008 |
Handbook of educational data mining C Romero, S Ventura, M Pechenizkiy, RSJ Baker CRC press, 2010 | 473 | 2010 |
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 | 300 | 2013 |
Knowledge discovery with genetic programming for providing feedback to courseware authors C Romero, S Ventura, P De Bra User Modeling and User-Adapted Interaction 14 (5), 425-464, 2004 | 227 | 2004 |
JCLEC: a Java framework for evolutionary computation S Ventura, C Romero, A Zafra, JA Delgado, C Hervás Soft computing 12 (4), 381-392, 2008 | 221 | 2008 |
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 | 214 | 2009 |
Data mining in e-learning C Romero, S Ventura WIT press, 2006 | 192 | 2006 |
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 (3), 315-330, 2013 | 186 | 2013 |
An architecture for making recommendations to courseware authors using association rule mining and collaborative filtering E García, C Romero, S Ventura, C De Castro User Modeling and User-Adapted Interaction 19 (1-2), 99-132, 2009 | 182 | 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 | 168 | 2012 |
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 | 167 | 2016 |
A collaborative educational association rule mining tool E García, C Romero, S Ventura, C De Castro The Internet and Higher Education 14 (2), 77-88, 2011 | 157 | 2011 |
Evolutionary algorithms for subgroup discovery in e-learning: A practical application using Moodle data C Romero, P González, S Ventura, MJ Del Jesús, F Herrera Expert Systems with Applications 36 (2), 1632-1644, 2009 | 154 | 2009 |
Predicting school failure and dropout by using data mining techniques C Márquez-Vera, CR Morales, SV Soto IEEE Revista Iberoamericana de Tecnologias del Aprendizaje 8 (1), 7-14, 2013 | 130 | 2013 |