Amelia Zafra
Amelia Zafra
Associate Professor of Computer Science, University of Cordoba
Verified email at uco.es
TitleCited byYear
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
2412013
JCLEC: a Java framework for evolutionary computation
S Ventura, C Romero, A Zafra, JA Delgado, C Hervás
Soft Computing 12 (4), 381-392, 2008
1932008
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
1842009
Weighted data gravitation classification for standard and imbalanced data
A Cano, A Zafra, S Ventura
IEEE transactions on cybernetics 43 (6), 1672-1687, 2013
702013
Predicting Student Grades in Learning Management Systems with Multiple Instance Genetic Programming.
A Zafra, S Ventura
International Working Group on Educational Data Mining, 2009
662009
Association rule mining using genetic programming to provide feedback to instructors from multiple‐choice quiz data
C Romero, A Zafra, JM Luna, S Ventura
Expert Systems 30 (2), 162-172, 2013
562013
Speeding up the evaluation phase of GP classification algorithms on GPUs
A Cano, A Zafra, S Ventura
Soft Computing 16 (2), 187-202, 2012
532012
Multiple instance learning for classifying students in learning management systems
A Zafra, C Romero, S Ventura
Expert Systems with Applications 38 (12), 15020-15031, 2011
522011
Multiple instance learning
F Herrera, S Ventura, R Bello, C Cornelis, A Zafra, D Sánchez-Tarragó, ...
Multiple instance learning, 17-33, 2016
432016
An interpretable classification rule mining algorithm
A Cano, A Zafra, SN Ventura
Information Sciences 240, 1-20, 2013
372013
Multiple instance learning with multiple objective genetic programming for web mining
A Zafra, EL Gibaja, S Ventura
Applied Soft Computing 11 (1), 93-102, 2011
352011
G3P-MI: A genetic programming algorithm for multiple instance learning
A Zafra, S Ventura
Information sciences 180 (23), 4496-4513, 2010
312010
ReliefF-MI: An extension of ReliefF to multiple instance learning
A Zafra, M Pechenizkiy, S Ventura
Neurocomputing 75 (1), 210-218, 2012
302012
Multi-instance genetic programming for web index recommendation
A Zafra, C Romero, S Ventura, E Herrera-Viedma
Expert Systems with Applications 36 (9), 11470-11479, 2009
302009
Speeding up multiple instance learning classification rules on GPUs
A Cano, A Zafra, S Ventura
Knowledge and information systems 44 (1), 127-145, 2015
292015
Multi-instance genetic programming for predicting student performance in web based educational environments
A Zafra, SN Ventura
Applied Soft Computing 12 (8), 2693-2706, 2012
292012
Using sequential pattern mining for links recommendation in adaptive hypermedia educational systems
CR Morales, ARP Pérez, SV Soto, CH Martınez, A Zafra
Current Developments in Technology-Assisted Education 2, 1016-1020, 2006
242006
A classification module for genetic programming algorithms in JCLEC
A Cano, JM Luna, A Zafra, S Ventura
The Journal of Machine Learning Research 16 (1), 491-494, 2015
232015
HyDR-MI: A hybrid algorithm to reduce dimensionality in multiple instance learning
A Zafra, M Pechenizkiy, S Ventura
Information sciences 222, 282-301, 2013
212013
Solving classification problems using genetic programming algorithms on GPUs
A Cano, A Zafra, S Ventura
International Conference on Hybrid Artificial Intelligence Systems, 17-26, 2010
212010
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Articles 1–20