Improving the User-System Interaction in a Web Multi-agent System Using Fuzzy Multi-granular Linguistic Information. - Enrique Herrera-Viedma; Carlos Porcel; Antonio Gabriel López-Herrera; Sergio Alonso; Amelia Zafra (FQAS, 2006)

Multi-objective Genetic Programming for Multiple Instance Learning. - Amelia Zafra; Sebastián Ventura (ECML, 2007)

Multiple Instance Learning with Genetic Programming for Web Mining. - Amelia Zafra; Sebastián Ventura; Enrique Herrera-Viedma; Cristóbal Romero 001 (IWANN, 2007)

Multiple Instance Learning with MultiObjective Genetic Programming for Web Mining. - Amelia Zafra; Eva Lucrecia Gibaja Galindo; Sebastián Ventura (HIS, 2008)

JCLEC: a Java framework for evolutionary computation. - Sebastián Ventura; Cristóbal Romero 001; Amelia Zafra; Jose Antonio Delgado; César Hervás (Soft Comput., 2008)

Predicting Student Grades in Learning Management Systems with Multiple Instance Learning Genetic Programming. - Amelia Zafra; Sebastián Ventura (EDM, 2009)

A Comparison of Multi-objective Grammar-Guided Genetic Programming Methods to Multiple Instance Learning. - Amelia Zafra; Sebastián Ventura (HAIS, 2009)

A Niching Algorithm to Learn Discriminant Functions with Multi-Label Patterns. - José Luis Ávila-Jiménez; Eva Lucrecia Gibaja Galindo; Amelia Zafra; Sebastián Ventura (IDEAL, 2009)

Predicting Academic Achievement Using Multiple Instance Genetic Programming. - Amelia Zafra; Cristóbal Romero 001; Sebastián Ventura (ISDA, 2009)

Applying Web usage mining for personalizing hyperlinks in Web-based adaptive educational systems. - Cristóbal Romero 001; Sebastián Ventura; Amelia Zafra; Paul De Bra (Comput. Educ., 2009)

Multi-instance genetic programming for web index recommendation. - Amelia Zafra; Cristóbal Romero 001; Sebastián Ventura; Enrique Herrera-Viedma (Expert Syst. Appl., 2009)

Multi-Instance Learning with MultiObjective Genetic Programming. - Amelia Zafra (Encyclopedia of Data Warehousing and Mining, 2009)

Grammar guided genetic programming for multiple instance learning: an experimental study. - Amelia Zafra; Sebastián Ventura (GECCO, 2010)

Solving Classification Problems Using Genetic Programming Algorithms on GPUs. - Alberto Cano 001; Amelia Zafra; Sebastián Ventura (HAIS (2), 2010)

Reducing Dimensionality in Multiple Instance Learning with a Filter Method. - Amelia Zafra; Mykola Pechenizkiy; Sebastián Ventura (HAIS (2), 2010)

Web Usage Mining for Improving Students Performance in Learning Management Systems. - Amelia Zafra; Sebastián Ventura (IEA/AIE (3), 2010)

Feature selection is the ReliefF for multiple instance learning. - Amelia Zafra; Mykola Pechenizkiy; Sebastián Ventura (ISDA, 2010)

G3P-MI: A genetic programming algorithm for multiple instance learning. - Amelia Zafra; Sebastián Ventura (Inf. Sci., 2010)

A Parallel Genetic Programming Algorithm for Classification. - Alberto Cano 001; Amelia Zafra; Sebastián Ventura (HAIS (1), 2011)

An EP algorithm for learning highly interpretable classifiers. - Alberto Cano 001; Amelia Zafra; Sebastián Ventura (ISDA, 2011)

Multiple Instance Learning with Multiple Objective Genetic Programming for Web Mining. - Amelia Zafra; Eva Lucrecia Gibaja Galindo; Sebastián Ventura (Appl. Soft Comput., 2011)

Multiple instance learning for classifying students in learning management systems. - Amelia Zafra; Cristóbal Romero 001; Sebastián Ventura (Expert Syst. Appl., 2011)

A Gene Expression Programming Algorithm for Multi-Label Classification. - José Luis Ávila-Jiménez; Eva Lucrecia Gibaja Galindo; Amelia Zafra; Sebastián Ventura (J. Multiple Valued Log. Soft Comput., 2011)

Multi-instance genetic programming for predicting student performance in web based educational environments. - Amelia Zafra; Sebastián Ventura (Appl. Soft Comput., 2012)

ReliefF-MI: An extension of ReliefF to multiple instance learning. - Amelia Zafra; Mykola Pechenizkiy; Sebastián Ventura (Neurocomputing, 2012)

Speeding up the evaluation phase of GP classification algorithms on GPUs. - Alberto Cano 001; Amelia Zafra; Sebastián Ventura (Soft Comput., 2012)

Multi-objective approach based on grammar-guided genetic programming for solving multiple instance problems. - Amelia Zafra; Sebastián Ventura (Soft Comput., 2012)

A Grammar-Guided Genetic Programming Algorithm for Multi-Label Classification. - Alberto Cano 001; Amelia Zafra; Eva Lucrecia Gibaja Galindo; Sebastián Ventura (EuroGP, 2013)

Web usage mining for predicting final marks of students that use Moodle courses. - Cristóbal Romero 001; Pedro G. Espejo; Amelia Zafra; José Raúl Romero; Sebastián Ventura (Comput. Appl. Eng. Educ., 2013)

Association rule mining using genetic programming to provide feedback to instructors from multiple-choice quiz data. - Cristóbal Romero 001; Amelia Zafra; José María Luna; Sebastián Ventura (Expert Syst. J. Knowl. Eng., 2013)

An interpretable classification rule mining algorithm. - Alberto Cano 001; Amelia Zafra; Sebastián Ventura (Inf. Sci., 2013)

HyDR-MI: A hybrid algorithm to reduce dimensionality in multiple instance learning. - Amelia Zafra; Mykola Pechenizkiy; Sebastián Ventura (Inf. Sci., 2013)

DRAL: a tool for discovering relevant e-activities for learners. - Amelia Zafra; Cristóbal Romero 001; Sebastián Ventura (Knowl. Inf. Syst., 2013)

Weighted Data Gravitation Classification for Standard and Imbalanced Data. - Alberto Cano 001; Amelia Zafra; Sebastián Ventura (IEEE Trans. Cybern., 2013)

Parallel evaluation of Pittsburgh rule-based classifiers on GPUs. - Alberto Cano 001; Amelia Zafra; Sebastián Ventura (Neurocomputing, 2014)

A classification module for genetic programming algorithms in JCLEC. - Alberto Cano 001; José María Luna; Amelia Zafra; Sebastián Ventura (J. Mach. Learn. Res., 2015)

Speeding up multiple instance learning classification rules on GPUs. - Alberto Cano 001; Amelia Zafra; Sebastián Ventura (Knowl. Inf. Syst., 2015)

Multiple Instance Learning - Foundations and Algorithms - Francisco Herrera; Sebastián Ventura; Rafael Bello 001; Chris Cornelis; Amelia Zafra; Dánel Sánchez Tarragó; Sarah Vluymans (Springer, 2016)

A Hybrid Multi-Criteria approach using a Genetic Algorithm for Recommending Courses to University Students. - Aurora Esteban; Amelia Zafra; Cristóbal Romero 001 (EDM, 2018)

LEAC: An efficient library for clustering with evolutionary algorithms. - Hermes Robles-Berumen; Amelia Zafra; Habib M. Fardoun; Sebastián Ventura (Knowl. Based Syst., 2019)

A Preliminary Study on Evolutionary Clustering for Multiple Instance Learning. - Aurora Esteban; Amelia Zafra; Sebastián Ventura (CEC, 2020)

Helping university students to choose elective courses by using a hybrid multi-criteria recommendation system with genetic optimization. - Aurora Esteban; Amelia Zafra; Cristóbal Romero 001 (Knowl. Based Syst., 2020)

Ying Bi, Bing Xue, Mengjie Zhang: Genetic programming for image classification - an automated approach to feature learning. - Amelia Zafra (Genet. Program. Evolvable Mach., 2022)

MIML library: A modular and flexible library for multi-instance multi-label learning. - Álvaro Belmonte; Amelia Zafra; Eva Gibaja (Neurocomputing, 2022)

Data mining in predictive maintenance systems: A taxonomy and systematic review. - Aurora Esteban; Amelia Zafra; Sebastián Ventura (WIREs Data Mining Knowl. Discov., 2022)

A Novel Genetic Algorithm with Specialized Genetic Operators for Clustering. - Hermes Robles-Berumen; Amelia Zafra; Sebastián Ventura (HAIS, 2023)

An algorithm based on fuzzy ordinal classification to predict students' academic performance. - Juan Carlos Gámez-Granados; Aurora Esteban; Francisco J. Rodríguez-Lozano; Amelia Zafra (Appl. Intell., 2023)

Nearest neighbor-based approaches for multi-instance multi-label classification. - Amelia Zafra; Eva Gibaja (Expert Syst. Appl., 2023)

Early Failure Detection for Air Production Unit in Metro Trains. - Amelia Zafra; Bruno Veloso; João Gama 001 (HAIS (1), 2024)

Hoeffding adaptive trees for multi-label classification on data streams. - Aurora Esteban; Alberto Cano 001; Amelia Zafra; Sebastián Ventura (Knowl. Based Syst., 2024)

A survey of genetic algorithms for clustering: Taxonomy and empirical analysis. - Hermes Robles-Berumen; Amelia Zafra; Sebastián Ventura (Swarm Evol. Comput., 2024)

Simultaneous fault prediction in evolving industrial environments with ensembles of Hoeffding adaptive trees. - Aurora Esteban; Alberto Cano 001; Sebastián Ventura; Amelia Zafra (Appl. Intell., 2025)