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PLAN DE FORTALECIMIENTO DE LA INVESTIGACIÓN Y LA TRANSFERENCIA

Jose María Luna Ariza

Universidad de Córdoba

Publicaciones

Exploring free radiomics software tools: a multiparametric evaluation for cancer classification

BMC Medical Imaging

  • 2025
  • journal-article
ChronoEdgeMiner: A Novel Algorithm for Extracting Frequent Temporal Graphs from Data
AUTHORS: Hareth Zmezm; Christian Luna; José María Luna; Sebastián Ventura
  • 2024
  • book-chapter
Data heterogeneity’s impact on the performance of frequent itemset mining algorithms
AUTHORS: Antonio Manuel Trasierras; José María Luna; Philippe Fournier-Viger; Sebastián Ventura

Information Sciences

  • 2024
  • journal-article
Efficient Frequent Chronicle Mining Algorithms: Application to Sleep Disorder
AUTHORS: Hareth Zmezm; José María Luna; Eduardo Almeda; Sebastián Ventura

IEEE Access

  • 2024
  • journal-article
StaTDS library: Statistical tests for Data Science
AUTHORS: Christian Luna; Antonio R. Moya; José María Luna; Sebastián Ventura

Neurocomputing

  • 2024
  • journal-article
A contrast set mining based approach for cancer subtype analysis
AUTHORS: A.M. Trasierras; J.M. Luna; S. Ventura

Artificial Intelligence in Medicine

  • 2023
  • journal-article
Facing Up Fare War: Generating Competitive Price Models With Gene Expression Programming
AUTHORS: Marco Antonio Barron; Jose Maria Luna; Sebastian Ventura

IEEE Access

  • 2022
  • journal-article
Improving the understanding of cancer in a descriptive way: An emerging pattern mining‐based approach
AUTHORS: Antonio Manuel Trasierras; José María Luna; Sebastián Ventura

International Journal of Intelligent Systems

  • 2022
  • journal-article
Reducing the Label Space a Predefined Ratio for a More Efficient Multilabel Classification
AUTHORS: Jose M. Moyano; Jose M. Luna; Sebastian Ventura

IEEE Access

  • 2022
  • journal-article
Subgroup discovery in MOOCs: a big data application for describing different types of learners

Interactive Learning Environments

  • 2022
  • journal-article
A semantically enriched text mining system for clinical decision support
AUTHORS: Carmen Luque; José M. Luna; Sebastián Ventura

Computational Intelligence

  • 2021
  • journal-article
Classification Accuracy of Hepatitis C Virus Infection Outcome: Data Mining Approach
AUTHORS: Mario Frias; Jose M Moyano; Antonio Rivero-Juarez; Jose M Luna; Ángela Camacho; Habib M Fardoun; Isabel Machuca; Mohamed Al-Twijri; Antonio Rivero; Sebastian Ventura

Journal of Medical Internet Research

  • 2021
  • journal-article
Classification Accuracy of Hepatitis C Virus Infection Outcome: Data Mining Approach (Preprint)
AUTHORS: Mario Frias; Jose M Moyano; Antonio Rivero-Juarez; Jose M Luna; Ángela Camacho; Habib M Fardoun; Isabel Machuca; Mohamed Al-Twijri; Antonio Rivero; Sebastian Ventura
  • 2020
  • other
A Grammar-Guided Genetic Programing Algorithm for Associative Classification in Big Data
AUTHORS: Padillo, F.; Luna, J.M.; Ventura, S.

Cognitive Computation

  • 2019
  • journal-article
An advanced review on text mining in medicine
AUTHORS: Luque, C.; Luna, J.M.; Luque, M.; Ventura, S.

Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery

  • 2019
  • journal-article
Associative classification in big data through a G3P approach
AUTHORS: Luna, J.M.; Padillo, F.; Ventura, S.

IoTBDS 2019 - Proceedings of the 4th International Conference on Internet of Things, Big Data and Security

  • 2019
  • conference-paper
Frequent itemset mining: A 25 years review
AUTHORS: José María Luna; Philippe Fournier‐Viger; Sebastián Ventura

WIREs Data Mining and Knowledge Discovery

  • 2019
  • journal-article
A gene expression programming method for multi-target regression
AUTHORS: Reyes, O.; Luna, J.M.; Moyano, J.M.; Ventura, S.

ACM International Conference Proceeding Series

  • 2018
  • conference-paper
Apriori versions based on mapreduce for mining frequent patterns on big data
AUTHORS: Luna, J.M.; Padillo, F.; Pechenizkiy, M.; Ventura, S.

IEEE Transactions on Cybernetics

  • 2018
  • journal-article
Mining context-aware association rules using grammar-based genetic programming
AUTHORS: Luna, J.M.; Pechenizkiy, M.; Del Jesus, M.J.; Ventura, S.

IEEE Transactions on Cybernetics

  • 2018
  • journal-article
Optimization of quality measures in association rule mining: An empirical study
AUTHORS: Luna, J.M.; Ondra, M.; Fardoun, H.M.; Ventura, S.

International Journal of Computational Intelligence Systems

  • 2018
  • journal-article
An evolutionary algorithm for mining rare association rules: A Big Data approach
AUTHORS: Padillo, F.; Luna, J.M.; Ventura, S.

2017 IEEE Congress on Evolutionary Computation, CEC 2017 - Proceedings

  • 2017
  • conference-paper
Evaluation and comparison of open source software suites for data mining and knowledge discovery
AUTHORS: Altalhi, A.H.; Luna, J.M.; Vallejo, M.A.; Ventura, S.

Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery

  • 2017
  • journal-article
Exhaustive search algorithms to mine subgroups on Big Data using Apache Spark
AUTHORS: Padillo, F.; Luna, J.M.; Ventura, S.

Progress in Artificial Intelligence

  • 2017
  • journal-article
MDM tool: A data mining framework integrated into Moodle

Computer Applications in Engineering Education

  • 2017
  • journal-article
Mining association rules on Big Data through MapReduce genetic programming
AUTHORS: Padillo, F.; Luna, J.M.; Herrera, F.; Ventura, S.

Integrated Computer-Aided Engineering

  • 2017
  • journal-article
Discovering useful patterns from multiple instance data
AUTHORS: Luna, J.M.; Cano, A.; Sakalauskas, V.; Ventura, S.

Information Sciences

  • 2016
  • journal-article
LAIM discretization for multi-label data
AUTHORS: Cano, Alberto; Maria Luna, Jose; Gibaja, Eva L.; Ventura, Sebastian

Information Sciences

  • 2016
  • journal-article
Mining exceptional relationships with grammar-guided genetic programming
AUTHORS: Luna, J.M.; Pechenizkiy, M.; Ventura, S.

Knowledge and Information Systems

  • 2016
  • journal-article
Pattern mining: current status and emerging topics
AUTHORS: Luna, J.M.

Progress in Artificial Intelligence

  • 2016
  • journal-article
Recommending degree studies according to students’ attitudes in high school by means of subgroup discovery
AUTHORS: Noaman, A.Y.; Luna, J.M.; Ragab, A.H.M.; Ventura, S.

International Journal of Computational Intelligence Systems

  • 2016
  • journal-article
Speeding-Up Association Rule Mining with Inverted Index Compression
AUTHORS: Luna, J.M.; Cano, A.; Pechenizkiy, M.; Ventura, S.

IEEE Transactions on Cybernetics

  • 2016
  • journal-article
Subgroup discovery on big data: Exhaustive methodologies using map-reduce
AUTHORS: Padillo, F.; Luna, J.M.; Ventura, S.

Proceedings - 15th IEEE International Conference on Trust, Security and Privacy in Computing and Communications, 10th IEEE International Conference on Big Data Science and Engineering and 14th IEEE International Symposium on Parallel and Distributed Processing with Applications, IEEE TrustCom/BigDataSE/ISPA 2016

  • 2016
  • conference-paper
Subgroup discovery on big data: Pruning the search space on exhaustive search algorithms
AUTHORS: Padillo, F.; Luna, J.M.; Ventura, S.

Proceedings - 2016 IEEE International Conference on Big Data, Big Data 2016

  • 2016
  • conference-paper
A classification module for genetic programming algorithms in JCLEC
AUTHORS: Cano, A.; Luna, J.M.; Zafra, A.; Ventura, S.

Journal of Machine Learning Research

  • 2015
  • journal-article
An evolutionary algorithm for the discovery of rare class association rules in learning management systems

Applied Intelligence

  • 2015
  • journal-article
Discovering clues to avoid middle school failure at early stages

ACM International Conference Proceeding Series

  • 2015
  • conference-paper
On the adaptability of G3PARM to the extraction of rare association rules
AUTHORS: Luna, J.M.; Romero, J.R.; Ventura, S.

Knowledge and Information Systems

  • 2014
  • journal-article
On the Use of Genetic Programming for Mining Comprehensible Rules in Subgroup Discovery

IEEE Transactions on Cybernetics

  • 2014
  • journal-article
Reducing gaps in quantitative association rules: A genetic programming free-parameter algorithm

Integrated Computer-Aided Engineering

  • 2014
  • journal-article
Association rule mining using genetic programming to provide feedback to instructors from multiple-choice quiz data

Expert Systems

  • 2013
  • journal-article
Grammar-based multi-objective algorithms for mining association rules
AUTHORS: Luna, J.M.; Romero, J.R.; Ventura, S.

Data and Knowledge Engineering

  • 2013
  • journal-article
High performance evaluation of evolutionary-mined association rules on GPUs
AUTHORS: Cano, A.; Luna, J.M.; Ventura, S.

Journal of Supercomputing

  • 2013
  • journal-article
Mining association rules with single and multi-objective grammar guided ant programming
AUTHORS: Olmo, J.L.; Luna, J.M.; Romero, J.R.; Ventura, S.

Integrated Computer-Aided Engineering

  • 2013
  • journal-article
Predicting students’ final performance from participation in on-line discussion forums

Computers and Education

  • 2013
  • journal-article
A genetic programming free-parameter algorithm for mining association rules

International Conference on Intelligent Systems Design and Applications, ISDA

  • 2012
  • conference-paper
Design and behavior study of a grammar-guided genetic programming algorithm for mining association rules
AUTHORS: Luna, J.M.; Romero, J.R.; Ventura, S.

Knowledge and Information Systems

  • 2012
  • journal-article
Association rule mining using a multi-objective grammar-based ant programming algorithm
AUTHORS: Olmo, J.L.; Luna, J.M.; Romero, J.R.; Ventura, S.

International Conference on Intelligent Systems Design and Applications, ISDA

  • 2011
  • conference-paper
Mining and representing rare association rules through the use of genetic programming
AUTHORS: Luna, J.M.; Romero, J.R.; Ventura, S.

Proceedings of the 2011 3rd World Congress on Nature and Biologically Inspired Computing, NaBIC 2011

  • 2011
  • conference-paper
RM-Tool: A framework for discovering and evaluating association rules

Advances in Engineering Software

  • 2011
  • journal-article
An intruder detection approach based on infrequent rating pattern mining

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

  • 2010
  • conference-paper
G3PARM: A Grammar Guided Genetic Programming algorithm for mining association rules
AUTHORS: Luna, J.M.; Romero, J.R.; Ventura, S.

2010 IEEE World Congress on Computational Intelligence, WCCI 2010 - 2010 IEEE Congress on Evolutionary Computation, CEC 2010

  • 2010
  • conference-paper
Mining rare association rules from e-learning data
AUTHORS: Romero, C.; Romero, J.R.; Luna, J.M.; Ventura, S.

Educational Data Mining 2010 - 3rd International Conference on Educational Data Mining

  • 2010
  • conference-paper
Contacto
jmluna@uco.es
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