Classifying using specific rules with high confidence R Hernández-León, JA Carrasco-Ochoa, JF Martínez-Trinidad, ... 2010 Ninth Mexican International Conference on Artificial Intelligence, 75-80, 2010 | 37 | 2010 |
A multi-measure feature selection algorithm for efficacious intrusion detection V Herrera-Semenets, L Bustio-Martínez, R Hernández-León, ... Knowledge-Based Systems 227, 107264, 2021 | 32 | 2021 |
A data reduction strategy and its application on scan and backscatter detection using rule-based classifiers V Herrera-Semenets, OA Pérez-García, R Hernández-León, ... Expert Systems with Applications 95, 272-279, 2018 | 24 | 2018 |
FPGA/GPU-based acceleration for frequent itemsets mining: A comprehensive review L Bustio-Martínez, R Cumplido, M Letras, R Hernández-León, ... ACM Computing Surveys (CSUR) 54 (9), 1-35, 2021 | 21 | 2021 |
Using hashing and lexicographic order for Frequent Itemsets Mining on data streams L Bustio-Martínez, M Letras-Luna, R Cumplido, R Hernández-León, ... Journal of Parallel and Distributed Computing 125, 58-71, 2019 | 17 | 2019 |
CAR-NF: A classifier based on specific rules with high netconf R Hernández-León, JA Carrasco-Ochoa, JF Martínez-Trinidad, ... Intelligent Data Analysis 16 (1), 49-68, 2012 | 16 | 2012 |
Algorithms for mining frequent itemsets in static and dynamic datasets R Hernández-León, J Hernández-Palancar, JA Carrasco-Ochoa, ... Intelligent Data Analysis 14 (3), 419-435, 2010 | 12 | 2010 |
On the design of hardware-software architectures for frequent itemsets mining on data streams L Bustio-Martínez, R Cumplido, R Hernández-León, JM Bande-Serrano, ... Journal of Intelligent Information Systems 50 (3), 415-440, 2018 | 11 | 2018 |
Classification rule-based models for malicious activity detection V Herrera-Semenets, OA Pérez-García, A Gago-Alonso, ... Intelligent Data Analysis 21 (5), 1141-1154, 2017 | 11 | 2017 |
Approximate frequent itemsets mining on data streams using hashing and lexicographie order in hardware L Bustio-Martínez, R Cumplido, M Letras-Luna, CF Uribe, ... 2017 IEEE 8th Latin American Symposium on Circuits & Systems (LASCAS), 1-4, 2017 | 9 | 2017 |
Similarity measures in documents using association graphs JEM Pagola, EG Martínez, JH Palancar, AH Díaz, RH León Progress in Pattern Recognition, Image Analysis and Applications: 10th …, 2005 | 9 | 2005 |
On the design of hardware architectures for parallel frequent itemsets mining M Letras, L Bustio-Martínez, R Cumplido, R Hernández-León, ... Expert Systems with Applications 157, 113440, 2020 | 8 | 2020 |
A novel multi-core algorithm for frequent itemsets mining in data streams L Bustio-Martínez, A Muñoz-Briseño, R Cumplido, R Hernández-León, ... Pattern Recognition Letters 125, 241-248, 2019 | 8 | 2019 |
Studying netconf in hybrid rule ordering strategies for associative classification R Hernández-León, J Hernández-Palancar, JA Carrasco-Ochoa, ... Pattern Recognition: 6th Mexican Conference, MCPR 2014, Cancun, Mexico, June …, 2014 | 6 | 2014 |
Classification based on specific rules and inexact coverage R Hernández-León, JA Carrasco-Ochoa, JF Martínez-Trinidad, ... Expert Systems with Applications 39 (12), 11203-11211, 2012 | 6 | 2012 |
Generación de conjuntos de items y reglas de asociación JE Medina Pagola, J Hernández-Palancar, R Hernández-León, ... La Habana: Dpto. Minería de Datos, Centro de Aplicaciones de Tecnología de …, 2007 | 6 | 2007 |
Combining hybrid rule ordering strategies based on netconf and a novel satisfaction mechanism for CAR-based classifiers R Hernández-León, JA Carrasco-Ochoa, JF Martínez-Trinidad, ... Intelligent Data Analysis 18 (6S), S89-S100, 2014 | 5 | 2014 |
SPaC-NF: A classifier based on sequential patterns with high netconf JK Febrer-Hernández, R Hernández-León, C Feregrino-Uribe, ... Intelligent Data Analysis 20 (5), 1101-1113, 2016 | 4 | 2016 |
A novel incremental algorithm for frequent itemsets mining in dynamic datasets R Hernández-León, J Hernández-Palancar, JA Carrasco-Ochoa, ... Progress in Pattern Recognition, Image Analysis and Applications: 13th …, 2008 | 4 | 2008 |
Distributed and shared memory algorithm for parallel mining of association rules JH Palancar, OF Tormo, JF Cárdenas, RH León International Workshop on Machine Learning and Data Mining in Pattern …, 2007 | 4 | 2007 |