Sebastián Ventura (ORCID: 0000-0003-4216-6378)

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Cristobal RomeroFull Professor in University of Cordoba and member of KDIS Research GroupVerified email at uco.es
José María Luna (ORCID: 0000-0003-...Associate Professor of Computing and Artificial Intelligence, University of CordobaVerified email at uco.es
Amelia ZafraAssociate Professor of Computer Science, University of CordobaVerified email at uco.es
Alberto CanoAssociate Professor of Computer Science, Virginia Commonwealth University, USAVerified email at vcu.edu
José Raúl RomeroUniversity of CórdobaVerified email at uco.es
Mykola PechenizkiyEindhoven University of TechnologyVerified email at tue.nl
Juan Luis OlmoPhD. in Computer Science. Teaching Assistant at University of Cordoba, SpainVerified email at uco.es
Francisco HerreraProfessor Computer Science and AI, Granada University, SpainVerified email at decsai.ugr.es
María José Del Jesus DíazAssociate professor of Computer Science, University of JaénVerified email at ujaen.es
Paul De BraProfessor of Computer Science, Eindhoven University of TechnologyVerified email at tue.nl
Krzysztof J Cios, Fellow: IEEE, AIMBEProfessor of Computer Science, VCUVerified email at vcu.edu
Jose M. MoyanoPostdoctoral researcher at Dpt. of Computer Science and AI, University of GranadaVerified email at uco.es
Aurora RamírezPhD in Advanced ComputingVerified email at uco.es
Carlos MorellProfessor of Computer Science, Universidad Central "Marta Abreu" de Las VillasVerified email at uclv.edu.cu
Habib M. FardounKing Abdulaziz UniversityVerified email at kau.edu.sa
Jesus Alcala-FdezAssociate Professor of Computer Science and Artificial Intelligence, University of GranadaVerified email at decsai.ugr.es
Luciano SanchezProfessor of Computer Science, Oviedo UniversityVerified email at uniovi.es
Salvador GarcíaFull Professor of Computer Science and Artificial Intelligence. University of Granada.Verified email at decsai.ugr.es
José Antonio Delgado OsunaCIO at University Hospital Reina SofiaVerified email at juntadeandalucia.es
Maria Luque-RodríguezProfessor of Computer Science, Cordoba UniversityVerified email at uco.es

Sebastián Ventura (ORCID: 0000-0003-4216-6378)

Professor of Computing and Artificial Intelligence, University of Cordoba

Verified email at uco.es - Homepage

Artificial Intelligence Machine Learning and Data Mining Big Data Computational Intelligence Applied Data Science


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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	2654	2010
Educational data mining: A survey from 1995 to 2005 C Romero, S Ventura Expert Systems with Applications 33 (1), 135-146, 2007	2289	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	1624	2008
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	1519	2009
Data mining in education C Romero, S Ventura Wiley Interdisciplinary Reviews: Data mining and knowledge discovery 3 (1 …, 2013	1174	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	692	2013
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	618	2009
Handbook of Educational Data Mining C Romero, S Ventura, M Pechenizkiy, R Baker CRC Press, 2011	611	2011
Data Mining Algorithms to Classify Students C Romero, S Ventura, PG Espejo, H César 1st International Conference on Educational Data Mining, 2008	570	2008
A tutorial on multilabel learning E Gibaja, S Ventura ACM Computing Surveys (CSUR) 47 (3), 1-38, 2015	510	2015
Educational data mining and learning analytics: An updated survey C Romero, S Ventura Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 10 (3 …, 2020	490	2020
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	385	2010
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	370	2014
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	310	2016
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	256	2004
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	250	2013
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	240	2009
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	236	2008
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	226	2014
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	220	2009

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