DaSCI
X-twitter Linkedin Instagram Tiktok Facebook Youtube
InicioPersonalDirectorioAmelia Zafra Gómez
Ampliar imagen
PLAN DE FORMACIÓN, INICIACIÓN A LA INVESTIGACIÓN Y CAPTACIÓN DE TALENTO

Amelia Zafra Gómez

Universidad de Córdoba

Publicaciones

A two-stage framework for early failure detection in predictive maintenance: A case study on metro trains

Neurocomputing

  • 2026
  • journal-article
Explainable Multi-fault Predictive Maintenance Through Analysis of Wrong Predictions
  • 2026
  • book-chapter
Deep Learning in Multiple Instance Learning: Methods, Applications, and Research Trends

IEEE Access

  • 2025
  • journal-article
Early Failure Detection for Air Production Unit in Metro Trains
  • 2025
  • book-chapter
Simultaneous fault prediction in evolving industrial environments with ensembles of Hoeffding adaptive trees

Applied Intelligence

  • 2025
  • journal-article
A survey of genetic algorithms for clustering: Taxonomy and empirical analysis

Swarm and Evolutionary Computation

  • 2024
  • journal-article
Hoeffding adaptive trees for multi-label classification on data streams

Knowledge-Based Systems

  • 2024
  • journal-article
A Novel Genetic Algorithm with Specialized Genetic Operators for Clustering
  • 2023
  • book-chapter
An algorithm based on fuzzy ordinal classification to predict students’ academic performance

Applied Intelligence

  • 2023
  • journal-article
Nearest neighbor-based approaches for multi-instance multi-label classification

Expert Systems with Applications

  • 2023
  • journal-article
Data mining in predictive maintenance systems: A taxonomy and systematic review

WIREs Data Mining and Knowledge Discovery

  • 2022
  • journal-article
Genetic programming for image classification-an automated approach to feature learning

Genetic Programming and Evolvable Machines

  • 2022
  • journal-article
MIML library: A modular and flexible library for multi-instance multi-label learning

Neurocomputing

  • 2022
  • journal-article
Assignments as Influential Factor to Improve the Prediction of Student Performance in Online Courses

Applied Sciences

  • 2021
  • journal-article
A Preliminary Study on Evolutionary Clustering for Multiple Instance Learning

IEEE Congress on Evolutionary Computation

  • 2020
  • conference-paper
Helping university students to choose elective courses by using a hybrid multi-criteria recommendation system with genetic optimization

Knowledge-Based Systems

  • 2020
  • journal-article
LEAC: An efficient library for clustering with evolutionary algorithms

Knowledge-Based Systems

  • 2019
  • journal-article
A classification module for genetic programming algorithms in JCLEC

Journal of Machine Learning Research

  • 2015
  • journal-article
Parallel evaluation of Pittsburgh rule-based classifiers on GPUs

Neurocomputing

  • 2014
  • journal-article
Speeding up multiple instance learning classification rules on GPUs

Knowledge and Information Systems

  • 2014
  • journal-article
A grammar-guided genetic programming algorithm for multi-label classification

European Conference on Genetic Programming

  • 2013
  • conference-paper
An interpretable classification rule mining algorithm

Information Sciences

  • 2013
  • journal-article
Association rule mining using genetic programming to provide feedback to instructors from multiple-choice quiz data

Expert Systems

  • 2013
  • journal-article
DRAL: A tool for discovering relevant e-activities for learners

Knowledge and Information Systems

  • 2013
  • journal-article
HyDR-MI: A hybrid algorithm to reduce dimensionality in multiple instance learning

Information Sciences

  • 2013
  • journal-article
Web usage mining for predicting final marks of students that use Moodle courses

Computer Applications in Engineering Education

  • 2013
  • journal-article
Weighted data gravitation classification for standard and imbalanced data

Ieee Transactions on Cybernetics

  • 2013
  • journal-article
Multi-instance genetic programming for predicting student performance in web based educational environments

Applied Soft Computing

  • 2012
  • journal-article
Multi-objective approach based on grammar-guided genetic programming for solving multiple instance problems

Soft Computing

  • 2012
  • journal-article
ReliefF-MI: An extension of ReliefF to multiple instance learning

Neurocomputing

  • 2012
  • journal-article
Speeding up the evaluation phase of GP classification algorithms on GPUs

Soft Computing

  • 2012
  • journal-article
A gene expression programming algorithm for multi-label classification

Journal of Multiple-Valued Logic and Soft Computing

  • 2011
  • journal-article
A Parallel Genetic Programming Algorithm for Classification

Lecture Notes in Computer Science

  • 2011
  • journal-article
An EP algorithm for learning highly interpretable classifiers

International Conference on Intelligent Systems Design and Applications, ISDA

  • 2011
  • conference-paper
An evaluation of the effectiveness of e-learning system as support for traditional classes

Proceedings of the 2011 7th International Conference on Next Generation Web Services Practices, NWeSP 2011

  • 2011
  • conference-paper
Multiple instance learning for classifying students in learning management systems

Expert Systems With Applications

  • 2011
  • journal-article
Multiple instance learning with multiple objective genetic programming for web mining

Applied Soft Computing

  • 2011
  • journal-article
Self-evaluation first ECTS course in a programming subject

Proceedings of the 2011 7th International Conference on Next Generation Web Services Practices, NWeSP 2011

  • 2011
  • conference-paper
Feature selection is the reliefF for multiple instance learning

Proceedings of the 2010 10th International Conference on Intelligent Systems Design and Applications, ISDA'10

  • 2010
  • conference-paper
G3P-MI: A genetic programming algorithm for multiple instance learning

Information Sciences

  • 2010
  • journal-article
Grammar guided genetic programming for multiple instance learning: An experimental study

Proceedings of the 12th Annual Genetic and Evolutionary Computation Conference, GECCO '10

  • 2010
  • conference-paper
Applying Web usage mining for personalizing hyperlinks in Web-based adaptive educational systems

COMPUTERS & EDUCATION

  • 2009
  • journal-article
Multi-instance genetic programming for web index recommendation

Expert Systems with Applications

  • 2009
  • journal-article
Predicting academic achievement using multiple instance genetic programming

ISDA 2009 - 9th International Conference on Intelligent Systems Design and Applications

  • 2009
  • conference-paper
Predicting student grades in learning management systems with multiple instance genetic programming

EDM'09 - Educational Data Mining 2009: 2nd International Conference on Educational Data Mining

  • 2009
  • conference-paper
JCLEC: A Java framework for evolutionary computation

Soft Computing

  • 2008
  • journal-article
Multiple instance learning with multiobjective genetic programming for web mining

Proceedings - 8th International Conference on Hybrid Intelligent Systems, HIS 2008

  • 2008
  • conference-paper
Multi-objective genetic programming for multiple instance learning

Lecture Notes in Computer Science

  • 2007
  • journal-article
Multiple instance learning with genetic programming for web mining

Lecture Notes in Computer Science

  • 2007
  • journal-article
Contacto
azafra@uco.es
Google Scholar
ORCID
R.ID