Sebastián Ventura

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Cristobal RomeroFull Professor in University of Cordoba and member of KDIS Research GroupVerified email at uco.es
José María LunaAssistant Professor at 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
Francisco HerreraProfessor Computer Science and AI, Granada Univ.; Senior Associate Researcher in DL&ML at Sherpa.aiVerified email at decsai.ugr.es
Juan Luis OlmoPhD. in Computer Science. Teaching Assistant at University of Cordoba, SpainVerified email at uco.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 and Chair of Computer Science, VCUVerified email at vcu.edu
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
Jose M. MoyanoDepartamento de Informática y Análisis Numérico. Universidad de CórdobaVerified email at uco.es
Habib M. FardounKing Abdulaziz UniversityVerified email at kau.edu.sa
José Antonio Delgado OsunaCIO at University Hospital Reina SofiaVerified email at juntadeandalucia.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
Jesus Alcala-FdezAssociate Professor of Computer Science and Artificial Intelligence, University of GranadaVerified email at decsai.ugr.es
Maria Luque-RodríguezProfessor of Computer Science, Cordoba UniversityVerified email at uco.es

Sebastián Ventura

Professor of Computing and Artificial Intelligence, University of Cordoba

Verified email at uco.es - Homepage

Machine Learning Data Mining Big Data Genetic Programming and Evolutionary Computation Computational Intelligence


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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	2214	2010
Educational data mining: A survey from 1995 to 2005 C Romero, S Ventura Expert Systems with Applications 33 (1), 135-146, 2007	2014	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	1445	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	1297	2009
Data mining in education C Romero, S Ventura Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 3 (1 …, 2013	894	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	551	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	541	2009
Handbook of Educational Data Mining C Romero, S Ventura, M Pechenizkiy, R Baker CRC Press, 2011	502	2011
Data Mining Algorithms to Classify Students C Romero, S Ventura, PG Espejo, H César 1st International Conference on Educational Data Mining, 2008	496	2008
A tutorial on multilabel learning E Gibaja, S Ventura ACM Computing Surveys (CSUR) 47 (3), 1-38, 2015	375	2015
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	329	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	255	2014
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	236	2004
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	225	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	220	2009
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	202	2013
Data mining in E-Learning C Romero, S Ventura WIT Press, 2006	200	2006
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	194	2016
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	192	2009
Classification via clustering for predicting final marks based on student participation in forums MI López, JM Luna, C Romero, S Ventura Educational Data Mining 2012, 2012	183	2012

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