MIML library: a Modular and Flexible Library for Multi-instance Multi-label Learning |
Á Belmonte, A Zafra, E Gibaja. |
2022 |
Data mining in predictive maintenance systems: A taxonomy and systematic review |
A Esteban, A Zafra, S Ventura. |
2022 |
Ying Bi, Bing Xue, Mengjie Zhang: Genetic programming for image classification—an automated approach to feature learning |
A Zafra. |
2022 |
Ying Bi, Bing Xue, Mengjie Zhang: Genetic programming for image classification—an automated approach to feature learning: Springer, Switzerland, 2021, 258 pp,(Hardcover), ISBN … |
A Zafra. |
2022 |
Assignments as Influential Factor to Improve the Prediction of Student Performance in Online Courses |
A Esteban, C Romero, A Zafra. |
2021 |
A Preliminary Study on Evolutionary Clustering for Multiple Instance Learning |
A Esteban, A Zafra, S Ventura. |
2020 |
LEAC: An efficient library for clustering with evolutionary algorithms |
H Robles-Berumen, A Zafra, HM Fardoun, S Ventura. |
2019 |
Aplicación de técnicas de aprendizaje activo a la enseñanza de la programación de ordenadores |
E Gibaja, M Luque, A Zafra. |
2019 |
Helping university students to choose elective courses by using a hybrid multi-criteria recommendation system with genetic optimization |
A Esteban, A Zafra, C Romero. |
2019 |
A Hybrid Multi-Criteria Approach Using a Genetic Algorithm for Recommending Courses to University Students. |
A Esteban, A Zafra, C Romero. |
2018 |
Propuesta metodológica para motivar a los estudiantes en el estudio de las Redes de Computadores |
A Zafra, E Gibaja, M Luque, L Toribio. |
2018 |
Aplicación móvil para la recomendación de asignaturas en los estudios de grado universitario |
A Zafra, E Gibaja, JC Gámez, JM Soto, A Arauzo, JM Moyano, A Ramírez, .... |
2018 |
Learning Programming by applied activities: an example with topics of Operating Systems |
E Gibaja, M Luque, A Zafra. |
2018 |
Un Sistema de Recomendación de Asignaturas Multi-Criterio con Optimización Genética |
A Esteban, A Zafra, C Romero. |
2018 |
Una librerıa para el aprendizaje Multi-instancia Multi-etiqueta |
A Belmonte, A Zafra, E Gibaja, S Ventura. |
2018 |
Whatsubject: recomendador de asignaturas en los grados universitarios |
A Zafra, E Gibaja, M Luque. |
2017 |
Multiple instance learning |
F Herrera, S Ventura, R Bello, C Cornelis, A Zafra, D Sánchez-Tarragó, .... |
2016 |
Multiple Instance Multiple Label Learning |
F Herrera, S Ventura, R Bello, C Cornelis, A Zafra, D Sánchez-Tarragó, .... |
2016 |
Multi-instance regression |
F Herrera, S Ventura, R Bello, C Cornelis, A Zafra, D Sánchez-Tarragó, .... |
2016 |
Data Reduction |
F Herrera, S Ventura, R Bello, C Cornelis, A Zafra, D Sánchez-Tarragó, .... |
2016 |
Bag-Based Classification Methods |
F Herrera, S Ventura, R Bello, C Cornelis, A Zafra, D Sánchez-Tarragó, .... |
2016 |
Multi-instance Classification |
F Herrera, S Ventura, R Bello, C Cornelis, A Zafra, D Sánchez-Tarragó, .... |
2016 |
Instance-Based Classification Methods |
F Herrera, S Ventura, R Bello, C Cornelis, A Zafra, D Sánchez-Tarragó, .... |
2016 |
Imbalanced Multi-instance Data |
F Herrera, S Ventura, R Bello, C Cornelis, A Zafra, D Sánchez-Tarragó, .... |
2016 |
Unsupervised Multiple Instance Learning |
F Herrera, S Ventura, R Bello, C Cornelis, A Zafra, D Sánchez-Tarragó, .... |
2016 |
Speeding up multiple instance learning classification rules on GPUs |
A Cano, A Zafra, S Ventura. |
2015 |
A classification module for genetic programming algorithms in JCLEC. |
A Cano, JM Luna, A Zafra, S Ventura. |
2015 |
A classification module for genetic programming algorithms in JCLEC |
A Cano, JM Luna, A Zafra, S Ventura Soto. |
2014 |
Parallel evaluation of Pittsburgh rule-based classifiers on GPUs |
A Cano, A Zafra, S Ventura. |
2014 |
Introducción a la Programación. Metodología y experiencia de evaluación tras la implantación del EEES |
E Gibaja, M Luque, A Zafra, S Ventura. |
2014 |
ExportQuiz: Módulo de Moodle para exportar cuestionarios a ficheros de texto |
A Zafra, E Gibaja, M Luque, S Ventura. |
2014 |
Proyecto de innovación docente para la autoevaluación y mejora de la metodología docente usando encuestas personalizadas en Moodle. |
MAL Lao, EG Galindo, AZ Gómez, SV Soto. |
2014 |
Web usage mining for predicting final marks of students that use Moodle courses |
C Romero, PG Espejo, A Zafra, JR Romero, S Ventura. |
2013 |
Weighted data gravitation classification for standard and imbalanced data |
A Cano, A Zafra, S Ventura. |
2013 |
Association rule mining using genetic programming to provide feedback to instructors from multiple‐choice quiz data |
C Romero, A Zafra, JM Luna, S Ventura. |
2013 |
An interpretable classification rule mining algorithm |
A Cano, A Zafra, SN Ventura. |
2013 |
HyDR-MI: A hybrid algorithm to reduce dimensionality in multiple instance learning |
A Zafra, M Pechenizkiy, S Ventura. |
2013 |
DRAL: a tool for discovering relevant e-activities for learners |
A Zafra, C Romero, S Ventura. |
2013 |
A grammar-guided genetic programming algorithm for multi-label classification |
A Cano, A Zafra, EL Gibaja, S Ventura. |
2013 |
Experiencia en el grado en ingeniería informática para reforzar conceptos algebraicos a través de la programación de ordenadores |
E Gibaja, A Zafra, M Luque, S Ventura. |
2013 |
Diseño de aplicaciones cliente/servidor para el aprendizaje de las tecnologías de comunicación |
A Zafra, E Gibaja, M Luque, S Ventura. |
2013 |
Número especial: II Jornadas Andaluzas de Informática |
C Molina, A Zafra, E Gibaja. |
2013 |
Speeding up the evaluation phase of GP classification algorithms on GPUs |
A Cano, A Zafra, S Ventura. |
2012 |
ReliefF-MI: An extension of ReliefF to multiple instance learning |
A Zafra, M Pechenizkiy, S Ventura. |
2012 |
Multi-instance genetic programming for predicting student performance in web based educational environments |
A Zafra, SN Ventura. |
2012 |
Multi-objective approach based on grammar-guided genetic programming for solving multiple instance problems |
A Zafra, S Ventura. |
2012 |
Predicción del rendimiento académico en las nuevas titulaciones de grado de la EPS de la Universidad de Córdoba |
C Romero, A Zafra, E Gibaja, M Luque, S Ventura. |
2012 |
ReliefF-MI: un método de selección de caracterısticas para aprendizaje con múltiples instancias |
A Zafra, S Ventura. |
2012 |
Estudio de la clasificación de textos usando aprendizaje con múltiples instancias |
R Moral, A Zafra, S Ventura. |
2012 |
Soft Computing Techniques in Data Mining. |
J Alcalá-Fdez, F Herrera, H Ishibuchi, Y Kaisho, Y Nojima, BC Chien, .... |
2011 |
Multiple instance learning for classifying students in learning management systems |
A Zafra, C Romero, S Ventura. |
2011 |
Multiple instance learning with multiple objective genetic programming for web mining |
A Zafra, EL Gibaja, S Ventura. |
2011 |
A parallel genetic programming algorithm for classification |
A Cano, A Zafra, S Ventura. |
2011 |
An EP algorithm for learning highly interpretable classifiers |
A Cano, A Zafra, S Ventura. |
2011 |
A Gene Expression Programming Algorithm for Multi-Label Classification. |
JL Ávila, EL Gibaja, A Zafra, S Ventura. |
2011 |
An Evaluation of the Effectiveness of e-learning system as Support for Traditional Classes |
A Zafra, E Gibaja, M Luque, S Ventura. |
2011 |
Self-evaluation first ECTS course in a programming subject |
E Gibaja, A Zafra, M Luque, S Ventura. |
2011 |
Consultas bipolares en bases de datos temporales: aplicación en bases de datos con datos históricos |
JE Pons, C Billiet, G De Tré, O Pons, E De Paermentier, J Deploige. |
2011 |
Modelo gravitacional para clasificación |
A Cano, JM Luna, A Zafra, S Ventura. |
2011 |
A gene expression programming algorithm for multi-label classification |
JL Ávila, EL Gibaja, A Zafra, S Ventura. |
2011 |
G3P-MI: A genetic programming algorithm for multiple instance learning |
A Zafra, S Ventura. |
2010 |
Solving classification problems using genetic programming algorithms on GPUs |
A Cano, A Zafra, S Ventura. |
2010 |
Reducing dimensionality in multiple instance learning with a filter method |
A Zafra, M Pechenizkiy, S Ventura. |
2010 |
Multi-instance learning versus singleinstance learning for predicting the student’s performance |
A Zafra, C Romero, S Ventura. |
2010 |
Feature selection is the ReliefF for multiple instance learning |
A Zafra, M Pechenizkiy, S Ventura. |
2010 |
Propuesta metodológica para la adaptación a las TICs de una asignatura dentro del marco del EEES |
E Gibaja, A Zafra, M Luque, S Ventura. |
2010 |
Web usage mining for improving students performance in learning management systems |
A Zafra, S Ventura. |
2010 |
Grammar guided genetic programming for multiple instance learning: an experimental study |
A Zafra, S Ventura. |
2010 |
Speeding Up Evolutionary Learning Algorithms using GPUs |
A Cano, A Zafra, S Ventura Soto. |
2010 |
Multi-Instance Learning versus Single-Instance Learning for Predicting the Student’s Performance |
A Zafra, C Romero, S Ventura. |
2010 |
Multi-instance genetic programming for web index recommendation |
A Zafra, C Romero, S Ventura, E Herrera-Viedma. |
2009 |
Applying Web usage mining for personalizing hyperlinks in Web-based adaptive educational systems |
C Romero, S Ventura, A Zafra, P De Bra. |
2009 |
Predicting Student Grades in Learning Management Systems with Multiple Instance Genetic Programming. |
A Zafra, S Ventura. |
2009 |
Predicting academic achievement using multiple instance genetic programming |
A Zafra, C Romero, S Ventura. |
2009 |
A niching algorithm to learn discriminant functions with multi-label patterns |
JL Ávila, EL Gibaja, A Zafra, S Ventura. |
2009 |
Modelos de programación genética gramatical para aprendizaje con múltiples instancias |
A Zafra. |
2009 |
A Comparison of Multi-objective Grammar-Guided Genetic Programming Methods to Multiple Instance Learning |
A Zafra, S Ventura. |
2009 |
Multi-Instance Learning with MultiObjective Genetic Programming |
A Zafra. |
2009 |
JCLEC: a Java framework for evolutionary computation |
S Ventura, C Romero, A Zafra, JA Delgado, C Hervás. |
2008 |
Modelling User Preferences with Multi-Instance Genetic Programming |
A Zafra, S Ventura. |
2008 |
Multiple instance learning with genetic programming for web mining |
A Zafra, S Ventura, E Herrera-Viedma, C Romero. |
2007 |
Multi-objective genetic programming for multiple instance learning |
A Zafra, S Ventura. |
2007 |
Aprendizaje Multi-instancia con Programación Genética para Web Mining |
A Zafra, S Ventura, E Herrera-Viedma. |
2007 |
Improving the user-system interaction in a web multi-agent system using fuzzy multi-granular linguistic information |
E Herrera-Viedma, C Porcel, AG Lopez-Herrera, S Alonso, A Zafra. |
2006 |
User Modelling and Personalization-Improving the User-System Interaction in a Web Multi-agent System Using Fuzzy Multi-granular Linguistic Information |
E Herrera-Viedma, C Porcel, AG Lopez-Herrera, S Alonso, A Zafra. |
2006 |
Using sequential pattern mining for links recommendation in adaptive hypermedia educational systems |
CR Morales, ARP Pérez, SV Soto, CH Martınez, A Zafra. |
2006 |
Caracterización Automática de Perfiles de Usuarios basados en Consultas Lingüısticas Multigranulares usando un Algoritmo Genético Multiobjetivo |
M Luque, E Herrera-Viedma, O Cordón, A Zafra, AG López. |
2006 |