José María Luna

Antonio Manuel Trasierras

Inf. Sci., 2024

StaTDS library: Statistical tests for Data Science.

[BibT_eX]

[DOI]

Neurocomputing, 2024

Efficient Frequent Chronicle Mining Algorithms: Application to Sleep Disorder.

[BibT_eX]

[DOI]

IEEE Access, 2024

2023

A contrast set mining based approach for cancer subtype analysis.

[BibT_eX]

[DOI]

Artif. Intell. Medicine, September, 2023

Efficient mining of top-<i>k</i> high utility itemsets through genetic algorithms.

[BibT_eX]

[DOI]

Rage Uday Kiran

Inf. Sci., May, 2023

Discovering Fuzzy Partial Periodic Patterns in Quantitative Irregular Multiple Time Series.

[BibT_eX]

[DOI]

Koji Zettsu

Proceedings of the IEEE International Conference on Fuzzy Systems, 2023

Radiomics Software Tools: A comparative Analysis on Breast Cancer.

[BibT_eX]

[DOI]

Eduardo Almeda Luna

Antonio Manuel Trasierras

Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023

2022

Subgroup discovery in MOOCs: a big data application for describing different types of learners.

[BibT_eX]

[DOI]

Interact. Learn. Environ., 2022

Improving the understanding of cancer in a descriptive way: An emerging pattern mining-based approach.

[BibT_eX]

[DOI]

Mohammed Ibrahim Al-Twijri

Int. J. Intell. Syst., 2022

Course Recommendation based on Sequences: An Evolutionary Search of Emerging Sequential Patterns.

[BibT_eX]

[DOI]

Francisco Herrera

Cogn. Comput., 2022

Reducing the Label Space a Predefined Ratio for a More Efficient Multilabel Classification.

[BibT_eX]

[DOI]

Jose M. Moyano

IEEE Access, 2022

Facing Up Fare War: Generating Competitive Price Models With Gene Expression Programming.

[BibT_eX]

[DOI]

Marco Antonio Barron

IEEE Access, 2022

Improving the Performance of Multi-Label Classifiers via Label Space Reduction.

[BibT_eX]

[DOI]

Jose M. Moyano

Proceedings of the IEEE International Conference on Omni-layer Intelligent Systems, 2022

Dynamic Airline Discounts using an Evolutionary Subgroup Discovery Methodology.

[BibT_eX]

[DOI]

Marco Antonio Barron

Proceedings of the IEEE International Conference on Omni-layer Intelligent Systems, 2022

2021

Mining local periodic patterns in a discrete sequence.

[BibT_eX]

[DOI]

Inf. Sci., 2021

Discovering Relative High Utility Itemsets in Very Large Transactional Databases Using Null-Invariant Measure.

[BibT_eX]

[DOI]

R. Uday Kiran

Pradeep Pallikila

Masashi Toyoda

P. Krishna Reddy

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

LAC: Library for associative classification.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2020

Exceptional in so Many Ways - Discovering Descriptors That Display Exceptional Behavior on Contrasting Scenarios.

[BibT_eX]

[DOI]

IEEE Access, 2020

Extracting User-Centric Knowledge on Two Different Spaces: Concepts and Records.

[BibT_eX]

[DOI]

IEEE Access, 2020

Mining Cross-Level High Utility Itemsets.

[BibT_eX]

[DOI]

Proceedings of the Trends in Artificial Intelligence Theory and Applications. Artificial Intelligence Practices, 2020

2019

An advanced review on text mining in medicine.

[BibT_eX]

[DOI]

WIREs Data Mining Knowl. Discov., 2019

Frequent itemset mining: A 25 years review.

[BibT_eX]

[DOI]

WIREs Data Mining Knowl. Discov., 2019

Subgroup Discovery on Multiple Instance Data.

[BibT_eX]

[DOI]

Cristóbal J. Carmona

Ángel Miguel García-Vico

María José del Jesus

Int. J. Comput. Intell. Syst., 2019

A Grammar-Guided Genetic Programing Algorithm for Associative Classification in Big Data.

[BibT_eX]

[DOI]

Cogn. Comput., 2019

Associative Classification in Big Data through a G3P Approach.

[BibT_eX]

[DOI]

Proceedings of the 4th International Conference on Internet of Things, 2019

MiNerDoc: a Semantically Enriched Text Mining System to Transform Clinical Text into Knowledge.

[BibT_eX]

[DOI]

Carmen Luque

Jose María Moyano Murillo

Proceedings of the 32nd IEEE International Symposium on Computer-Based Medical Systems, 2019

2018

Apriori Versions Based on MapReduce for Mining Frequent Patterns on Big Data.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2018

Mining Context-Aware Association Rules Using Grammar-Based Genetic Programming.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2018

Optimization of quality measures in association rule mining: an empirical study.

[BibT_eX]

[DOI]

Int. J. Comput. Intell. Syst., 2018

Mining association rules on Big Data through MapReduce genetic programming.

[BibT_eX]

[DOI]

Integr. Comput. Aided Eng., 2018

A gene expression programming method for multi-target regression.

[BibT_eX]

[DOI]

Oscar Gabriel Reyes Pupo

Proceedings of the International Conference on Learning and Optimization Algorithms: Theory and Applications, 2018

Supervised Descriptive Pattern Mining

[BibT_eX]

[DOI]

Springer, ISBN: 978-3-319-98139-0, 2018

2017

Evaluation and comparison of open source software suites for data mining and knowledge discovery.

[BibT_eX]

[DOI]

Abdulrahman H. Altalhi

M. A. Vallejo

WIREs Data Mining Knowl. Discov., 2017

Exhaustive search algorithms to mine subgroups on Big Data using Apache Spark.

[BibT_eX]

[DOI]

Prog. Artif. Intell., 2017

MDM tool: A data mining framework integrated into Moodle.

[BibT_eX]

[DOI]

Cristobal Castro

Cristóbal Romero

Comput. Appl. Eng. Educ., 2017

An evolutionary algorithm for mining rare association rules: A Big Data approach.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

2016

Speeding-Up Association Rule Mining With Inverted Index Compression.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2016

Pattern mining: current status and emerging topics.

[BibT_eX]

[DOI]

Prog. Artif. Intell., 2016

Mining exceptional relationships with grammar-guided genetic programming.

[BibT_eX]

[DOI]

Mykola Pechenizkiy

Knowl. Inf. Syst., 2016

Discovering useful patterns from multiple instance data.

[BibT_eX]

[DOI]

Virgilijus Sakalauskas

Inf. Sci., 2016

LAIM discretization for multi-label data.

[BibT_eX]

[DOI]

Eva Lucrecia Gibaja Galindo

Inf. Sci., 2016

Recommending degree studies according to students' attitudes in high school by means of subgroup discovery.

[BibT_eX]

[DOI]

Int. J. Comput. Intell. Syst., 2016

Subgroup Discovery on Big Data: Exhaustive Methodologies Using Map-Reduce.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Trustcom/BigDataSE/ISPA, 2016

Mining Perfectly Rare Itemsets on Big Data: An Approach Based on Apriori-Inverse and MapReduce.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Systems Design and Applications, 2016

A Data Structure to Speed-Up Machine Learning Algorithms on Massive Datasets.

[BibT_eX]

[DOI]

Proceedings of the Hybrid Artificial Intelligent Systems - 11th International Conference, 2016

Subgroup discovery on big data: Pruning the search space on exhaustive search algorithms.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

Pattern Mining with Evolutionary Algorithms

[BibT_eX]

[DOI]

Springer, ISBN: 978-3-319-33858-3, 2016

2015

Genetic Programming for Mining Association Rules in Relational Database Environments.

[BibT_eX]

[DOI]

Manuel Ángel Jiménez-Gómez

Proceedings of the Handbook of Genetic Programming Applications, 2015

A classification module for genetic programming algorithms in JCLEC.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2015

An evolutionary algorithm for the discovery of rare class association rules in learning management systems.

[BibT_eX]

[DOI]

Appl. Intell., 2015

Discovering clues to avoid middle school failure at early stages.

[BibT_eX]

[DOI]

Cristóbal Romero

Proceedings of the Fifth International Conference on Learning Analytics And Knowledge, 2015

Exploring the Influence of ICT in online Education Through Data Mining Tools.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Educational Data Mining, 2015

2014

On the Use of Genetic Programming for Mining Comprehensible Rules in Subgroup Discovery.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2014

On the adaptability of G3PARM to the extraction of rare association rules.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2014

Reducing gaps in quantitative association rules: A genetic programming free-parameter algorithm.

[BibT_eX]

[DOI]

Integr. Comput. Aided Eng., 2014

2013

High performance evaluation of evolutionary-mined association rules on GPUs.

[BibT_eX]

[DOI]

J. Supercomput., 2013

Mining association rules with single and multi-objective grammar guided ant programming.

[BibT_eX]

[DOI]

Integr. Comput. Aided Eng., 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

Grammar-based multi-objective algorithms for mining association rules.

[BibT_eX]

[DOI]

Data Knowl. Eng., 2013

Predicting students' final performance from participation in on-line discussion forums.

[BibT_eX]

[DOI]

Comput. Educ., 2013

Discovering Subgroups by Means of Genetic Programming.

[BibT_eX]

[DOI]

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

2012

Design and behavior study of a grammar-guided genetic programming algorithm for mining association rules.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2012

A genetic programming free-parameter algorithm for mining association rules.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Intelligent Systems Design and Applications, 2012

Meta-learning Approach for Automatic Parameter Tuning: A case of study with educational datasets.

[BibT_eX]

[DOI]

Proceedings of the 5th International Conference on Educational Data Mining, 2012

Classification via clustering for predicting final marks starting from the student participation in Forums.

[BibT_eX]

[DOI]

Proceedings of the 5th International Conference on Educational Data Mining, 2012

2011

RM-Tool: A framework for discovering and evaluating association rules.

[BibT_eX]

[DOI]

Adv. Eng. Softw., 2011

Mining and representing rare association rules through the use of genetic programming.

[BibT_eX]

[DOI]

Proceedings of the Third World Congress on Nature & Biologically Inspired Computing, 2011

Association rule mining using a multi-objective grammar-based ant programming algorithm.

[BibT_eX]

[DOI]

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

JCLEC Meets WEKA!

[BibT_eX]

[DOI]

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

2010

An Automatic Programming ACO-Based Algorithm for Classification Rule Mining.

[BibT_eX]

[DOI]

Proceedings of the Trends in Practical Applications of Agents and Multiagent Systems, 2010

An intruder detection approach based on infrequent rating pattern mining.

[BibT_eX]

[DOI]

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

Analysis of the Effectiveness of G3PARM Algorithm.

[BibT_eX]

[DOI]

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

Mining Rare Association Rules from e-Learning Data.

[BibT_eX]

[DOI]

Proceedings of the Educational Data Mining 2010, 2010

G3PARM: A Grammar Guided Genetic Programming algorithm for mining association rules.

[BibT_eX]

[DOI]