Raudel Hernández-León

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 19

Top Topics

Frequent Itemsets

Frequent Itemsets Mining

Hardware Architectures

Top Venues

Intell. Data Anal.

Expert Syst. Appl.

Publications

Vitali Herrera-Semenets, Lázaro Bustio-Martínez, Raudel Hernández-León, Jan van den Berg
A Decision Tree Induction Algorithm for Efficient Rule Evaluation Using Shannon's Expansion. MICAI (1) (2023)
Vitali Herrera-Semenets, Raudel Hernández-León, Lázaro Bustio-Martínez, Jan van den Berg
Red Light/Green Light: A Lightweight Algorithm for, Possibly, Fraudulent Online Behavior Change Detection. MICAI (2) (2022)
Lázaro Bustio-Martínez, René Cumplido, Martín Letras, Raudel Hernández-León, Claudia Feregrino Uribe, José Hernández Palancar
FPGA/GPU-based Acceleration for Frequent Itemsets Mining: A Comprehensive Review. ACM Comput. Surv. 54 (9) (2022)
Vitali Herrera-Semenets, Raudel Hernández-León, Jan van den Berg
A fast instance reduction algorithm for intrusion detection scenarios. Comput. Electr. Eng. 101 (2022)
Vitali Herrera-Semenets, Lázaro Bustio-Martínez, Raudel Hernández-León, Jan van den Berg
A multi-measure feature selection algorithm for efficacious intrusion detection. Knowl. Based Syst. 227 (2021)
Martín Letras, Lázaro Bustio-Martínez, René Cumplido, Raudel Hernández-León, Claudia Feregrino Uribe
On the design of hardware architectures for parallel frequent itemsets mining. Expert Syst. Appl. 157 (2020)
Lázaro Bustio-Martínez, Mauro Martín Letras Luna, René Cumplido, Raudel Hernández-León, Claudia Feregrino Uribe, José Manuel Bande Serrano
Using hashing and lexicographic order for Frequent Itemsets Mining on data streams. J. Parallel Distributed Comput. 125 (2019)
Lázaro Bustio-Martínez, Alfredo Muñoz-Briseño, René Cumplido, Raudel Hernández-León, Claudia Feregrino Uribe
A novel multi-core algorithm for frequent itemsets mining in data streams. Pattern Recognit. Lett. 125 (2019)
Lázaro Bustio-Martínez, René Cumplido, Raudel Hernández-León, José Manuel Bande Serrano, Claudia Feregrino Uribe
On the design of hardware-software architectures for frequent itemsets mining on data streams. J. Intell. Inf. Syst. 50 (3) (2018)
Vitali Herrera-Semenets, Osvaldo Andrés Pérez-García, Raudel Hernández-León, Jan van den Berg, Christian Doerr
A data reduction strategy and its application on scan and backscatter detection using rule-based classifiers. Expert Syst. Appl. 95 (2018)
Lázaro Bustio-Martínez, René Cumplido, Mauro Martín Letras Luna, Claudia Feregrino Uribe, Raudel Hernández-León, José Manuel Bande Serrano
Approximate frequent itemsets mining on data streams using hashing and lexicographie order in hardware. LASCAS (2017)
Vitali Herrera-Semenets, Osvaldo Andrés Pérez-García, Andrés Gago Alonso, Raudel Hernández-León
Classification rule-based models for malicious activity detection. Intell. Data Anal. 21 (5) (2017)
Vitali Herrera-Semenets, Osvaldo Andrés Pérez-García, Andrés Gago Alonso, Raudel Hernández-León
A Novel Hybrid Data Reduction Strategy and Its Application to Intrusion Detection. CIARP (2017)
José Kadir Febrer-Hernández, Raudel Hernández-León, Claudia Feregrino Uribe, José Hernández Palancar
SPaC-NF: A classifier based on sequential patterns with high netconf. Intell. Data Anal. 20 (5) (2016)
Martín Letras, Raudel Hernández-León, René Cumplido
Hardware Architectures for Frequent Itemset Mining Based on Equivalence Classes Partitioning. IPDPS Workshops (2016)
Raudel Hernández-León
Improving the Accuracy of CAR-based Classifiers by Combining Netconf Measure and Dynamic -K Mechanism. CIARP (2015)
José Kadir Febrer-Hernández, Raudel Hernández-León, José Hernández Palancar, Claudia Feregrino Uribe
SPaR-FTR: An Efficient Algorithm for Mining Sequential Patterns-Based Rules. CIARP (2015)
Lázaro Bustio, René Cumplido, Raudel Hernández-León, José Manuel Bande Serrano, Claudia Feregrino
Frequent Itemsets Mining in Data Streams Using Reconfigurable Hardware. NFMCP (2015)
José Kadir Febrer-Hernández, Raudel Hernández-León, José Hernández Palancar, Claudia Feregrino Uribe
Improving the Accuracy of the Sequential Patterns-Based Classifiers. CIARP (2015)
Raudel Hernández-León, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad, José Hernández Palancar
Combining hybrid rule ordering strategies based on netconf and a novel satisfaction mechanism for CAR-based classifiers. Intell. Data Anal. 18 (Supplement) (2014)
José Kadir Febrer-Hernández, José Hernández Palancar, Raudel Hernández-León, Claudia Feregrino Uribe
SPaMi-FTS: An Efficient Algorithm for Mining Frequent Sequential Patterns. CIARP (2014)
Lázaro Bustio-Martínez, René Cumplido-Parra, Raudel Hernández-León, Claudia Feregrino Uribe
Hardware Acceleration of Frequent Itemsets Mining on Data Streams. Res. Comput. Sci. 71 (2014)
Raudel Hernández-León, José Hernández Palancar, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad
Studying Netconf in Hybrid Rule Ordering Strategies for Associative Classification. MCPR (2014)
Raudel Hernández-León
Dynamic K: A Novel Satisfaction Mechanism for CAR-Based Classifiers. CIARP (1) (2013)
Raudel Hernández-León, José Hernández Palancar, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad
CAR-NF + : An Improved Version of CAR-NF Classifier. CIARP (2012)
Raudel Hernández-León, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad, José Hernández Palancar
CAR-NF: A classifier based on specific rules with high netconf. Intell. Data Anal. 16 (1) (2012)
Raudel Hernández-León, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad, José Hernández Palancar
Classification based on specific rules and inexact coverage. Expert Syst. Appl. 39 (12) (2012)
Raudel Hernández-León, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad, José Hernández Palancar
Classifying Using Specific Rules with High Confidence. MICAI (Special Sessions) (2010)
Raudel Hernández-León, José Hernández Palancar, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad
Algorithms for mining frequent itemsets in static and dynamic datasets. Intell. Data Anal. 14 (3) (2010)
Raudel Hernández-León, José Hernández Palancar, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad
A Novel Incremental Algorithm for Frequent Itemsets Mining in Dynamic Datasets. CIARP (2008)
José Hernández Palancar, O. Fraxedas Tormo, J. Festón Cárdenas, Raudel Hernández-León
Distributed and Shared Memory Algorithm for Parallel Mining of Association Rules. MLDM (2007)
José Eladio Medina-Pagola, Ernesto Guevara Martínez, José Hernández Palancar, Abdel Hechavarría Díaz, Raudel Hernández-León
Similarity Measures in Documents Using Association Graphs. CIARP (2005)