Amelia Zafra

Swarm Evol. Comput., 2024

Hoeffding adaptive trees for multi-label classification on data streams.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2024

Early Failure Detection for Air Production Unit in Metro Trains.

[BibT_eX]

[DOI]

Bruno Veloso

João Gama

Proceedings of the Hybrid Artificial Intelligent Systems - 19th International Conference, 2024

2023

Nearest neighbor-based approaches for multi-instance multi-label classification.

[BibT_eX]

[DOI]

Juan Carlos Gámez-Granados

Eva Gibaja

Expert Syst. Appl., December, 2023

An algorithm based on fuzzy ordinal classification to predict students' academic performance.

[BibT_eX]

[DOI]

Francisco J. Rodríguez-Lozano

Appl. Intell., November, 2023

A Novel Genetic Algorithm with Specialized Genetic Operators for Clustering.

[BibT_eX]

[DOI]

Hermes Robles-Berumen

Proceedings of the Hybrid Artificial Intelligent Systems - 18th International Conference, 2023

2022

Data mining in predictive maintenance systems: A taxonomy and systematic review.

[BibT_eX]

[DOI]

WIREs Data Mining Knowl. Discov., 2022

MIML library: A modular and flexible library for multi-instance multi-label learning.

[BibT_eX]

[DOI]

Álvaro Belmonte

Eva Gibaja

Neurocomputing, 2022

Ying Bi, Bing Xue, Mengjie Zhang: Genetic programming for image classification - an automated approach to feature learning.

[BibT_eX]

[DOI]

Genet. Program. Evolvable Mach., 2022

2020

Helping university students to choose elective courses by using a hybrid multi-criteria recommendation system with genetic optimization.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2020

A Preliminary Study on Evolutionary Clustering for Multiple Instance Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2020

2019

LEAC: An efficient library for clustering with evolutionary algorithms.

[BibT_eX]

[DOI]

Hermes Robles-Berumen

Habib M. Fardoun

Knowl. Based Syst., 2019

2018

A Hybrid Multi-Criteria approach using a Genetic Algorithm for Recommending Courses to University Students.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Educational Data Mining, 2018

2016

Multiple Instance Learning - Foundations and Algorithms

[BibT_eX]

[DOI]

Dánel Sánchez Tarragó

Sarah Vluymans

Springer, ISBN: 978-3-319-47759-6, 2016

2015

Speeding up multiple instance learning classification rules on GPUs.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2015

A classification module for genetic programming algorithms in JCLEC.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2015

2014

Parallel evaluation of Pittsburgh rule-based classifiers on GPUs.

[BibT_eX]

[DOI]

Neurocomputing, 2014

2013

Weighted Data Gravitation Classification for Standard and Imbalanced Data.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2013

DRAL: a tool for discovering relevant e-activities for learners.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2013

HyDR-MI: A hybrid algorithm to reduce dimensionality in multiple instance learning.

[BibT_eX]

[DOI]

Inf. Sci., 2013

An interpretable classification rule mining algorithm.

[BibT_eX]

[DOI]

Inf. Sci., 2013

Association rule mining using genetic programming to provide feedback to instructors from multiple-choice quiz data.

[BibT_eX]

[DOI]

Expert Syst. J. Knowl. Eng., 2013

Web usage mining for predicting final marks of students that use Moodle courses.

[BibT_eX]

[DOI]

Comput. Appl. Eng. Educ., 2013

A Grammar-Guided Genetic Programming Algorithm for Multi-Label Classification.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming - 16th European Conference, 2013

2012

Multi-objective approach based on grammar-guided genetic programming for solving multiple instance problems.

[BibT_eX]

[DOI]

Soft Comput., 2012

Speeding up the evaluation phase of GP classification algorithms on GPUs.

[BibT_eX]

[DOI]

Soft Comput., 2012

ReliefF-MI: An extension of ReliefF to multiple instance learning.

[BibT_eX]

[DOI]

Neurocomputing, 2012

Multi-instance genetic programming for predicting student performance in web based educational environments.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2012

2011

A Gene Expression Programming Algorithm for Multi-Label Classification.

[BibT_eX]

[DOI]

José Luis Ávila-Jiménez

J. Multiple Valued Log. Soft Comput., 2011

Multiple instance learning for classifying students in learning management systems.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2011

Multiple Instance Learning with Multiple Objective Genetic Programming for Web Mining.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2011

An EP algorithm for learning highly interpretable classifiers.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011

A Parallel Genetic Programming Algorithm for Classification.

[BibT_eX]

[DOI]

Proceedings of the Hybrid Artificial Intelligent Systems - 6th International Conference, 2011

2010

G3P-MI: A genetic programming algorithm for multiple instance learning.

[BibT_eX]

[DOI]

Inf. Sci., 2010

Feature selection is the ReliefF for multiple instance learning.

[BibT_eX]

[DOI]

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

Web Usage Mining for Improving Students Performance in Learning Management Systems.

[BibT_eX]

[DOI]

Proceedings of the Trends in Applied Intelligent Systems, 2010

Reducing Dimensionality in Multiple Instance Learning with a Filter Method.

[BibT_eX]

[DOI]

Proceedings of the Hybrid Artificial Intelligence Systems, 5th International Conference, 2010

Solving Classification Problems Using Genetic Programming Algorithms on GPUs.

[BibT_eX]

[DOI]

Proceedings of the Hybrid Artificial Intelligence Systems, 5th International Conference, 2010

Grammar guided genetic programming for multiple instance learning: an experimental study.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2010

2009

Multi-Instance Learning with MultiObjective Genetic Programming.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

Multi-instance genetic programming for web index recommendation.

[BibT_eX]

[DOI]

Enrique Herrera-Viedma

Expert Syst. Appl., 2009

Applying Web usage mining for personalizing hyperlinks in Web-based adaptive educational systems.

[BibT_eX]

[DOI]

Comput. Educ., 2009

Predicting Academic Achievement Using Multiple Instance Genetic Programming.

[BibT_eX]

[DOI]

Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009

A Niching Algorithm to Learn Discriminant Functions with Multi-Label Patterns.

[BibT_eX]

[DOI]

José Luis Ávila-Jiménez

Proceedings of the Intelligent Data Engineering and Automated Learning, 2009

A Comparison of Multi-objective Grammar-Guided Genetic Programming Methods to Multiple Instance Learning.

[BibT_eX]

[DOI]

Proceedings of the Hybrid Artificial Intelligence Systems, 4th International Conference, 2009

Predicting Student Grades in Learning Management Systems with Multiple Instance Learning Genetic Programming.

[BibT_eX]

[DOI]

Proceedings of the Educational Data Mining, 2009

2008

JCLEC: a Java framework for evolutionary computation.

[BibT_eX]

[DOI]

Soft Comput., 2008

Multiple Instance Learning with MultiObjective Genetic Programming for Web Mining.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Hybrid Intelligent Systems (HIS 2008), 2008

2007

Multiple Instance Learning with Genetic Programming for Web Mining.

[BibT_eX]

[DOI]

Enrique Herrera-Viedma

Proceedings of the Computational and Ambient Intelligence, 2007

Multi-objective Genetic Programming for Multiple Instance Learning.

[BibT_eX]

[DOI]

Antonio Gabriel López-Herrera

Proceedings of the Machine Learning: ECML 2007, 2007

2006

Improving the User-System Interaction in a Web Multi-agent System Using Fuzzy Multi-granular Linguistic Information.

[BibT_eX]

[DOI]

Enrique Herrera-Viedma

Carlos Porcel

Sergio Alonso