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2020 – today
- 2024
[i1]J. M. Luna, Habib M. Fardoun, Francisco Padillo, C. Romero, S. Ventura:
Subgroup Discovery in MOOCs: A Big Data Application for Describing Different Types of Learners. CoRR abs/2403.05555 (2024)- 2022
- [j6]José María Luna
, Habib M. Fardoun, Francisco Padillo, Cristóbal Romero, Sebastián Ventura:
Subgroup discovery in MOOCs: a big data application for describing different types of learners. Interact. Learn. Environ. 30(1): 127-145 (2022) - 2020
- [j5]Francisco Padillo, José María Luna, Sebastián Ventura:
LAC: Library for associative classification. Knowl. Based Syst. 193: 105432 (2020)
2010 – 2019
- 2019
- [j4]Francisco Padillo, José María Luna, Sebastián Ventura:
A Grammar-Guided Genetic Programing Algorithm for Associative Classification in Big Data. Cogn. Comput. 11(3): 331-346 (2019) - [c6]José María Luna, Francisco Padillo, Sebastián Ventura:
Associative Classification in Big Data through a G3P Approach. IoTBDS 2019: 94-102 - 2018
- [j3]Francisco Padillo, José María Luna, Francisco Herrera, Sebastián Ventura:
Mining association rules on Big Data through MapReduce genetic programming. Integr. Comput. Aided Eng. 25(1): 31-48 (2018) - [j2]José María Luna, Francisco Padillo, Mykola Pechenizkiy, Sebastián Ventura:
Apriori Versions Based on MapReduce for Mining Frequent Patterns on Big Data. IEEE Trans. Cybern. 48(10): 2851-2865 (2018) - 2017
- [j1]Francisco Padillo, José María Luna, Sebastián Ventura:
Exhaustive search algorithms to mine subgroups on Big Data using Apache Spark. Prog. Artif. Intell. 6(2): 145-158 (2017) - [c5]Francisco Padillo, José María Luna, Sebastián Ventura:
An evolutionary algorithm for mining rare association rules: A Big Data approach. CEC 2017: 2007-2014 - 2016
- [c4]Francisco Padillo, José María Luna, Sebastián Ventura:
Subgroup discovery on big data: Pruning the search space on exhaustive search algorithms. IEEE BigData 2016: 1814-1823 - [c3]Francisco Padillo, José María Luna, Alberto Cano, Sebastián Ventura:
A Data Structure to Speed-Up Machine Learning Algorithms on Massive Datasets. HAIS 2016: 365-376 - [c2]Francisco Padillo, José María Luna, Sebastián Ventura:
Mining Perfectly Rare Itemsets on Big Data: An Approach Based on Apriori-Inverse and MapReduce. ISDA 2016: 508-518 - [c1]Francisco Padillo, José María Luna, Sebastián Ventura:
Subgroup Discovery on Big Data: Exhaustive Methodologies Using Map-Reduce. Trustcom/BigDataSE/ISPA 2016: 1684-1691
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