Raudel Hernández-León

33 papers C 8Journal 15Unranked 9
YearRankTypeTitle / Venue / Authors
2023 — conf
A Decision Tree Induction Algorithm for Efficient Rule Evaluation Using Shannon's Expansion.
MICAI (1)
Vitali Herrera-Semenets, Lázaro Bustio-Martínez, Raudel Hernández-León, Jan van den Berg
2022 J jnl
A fast instance reduction algorithm for intrusion detection scenarios.
Comput. Electr. Eng.
Vitali Herrera-Semenets, Raudel Hernández-León, Jan van den Berg
2022 J jnl
FPGA/GPU-based Acceleration for Frequent Itemsets Mining: A Comprehensive Review.
ACM Comput. Surv.
Lázaro Bustio-Martínez, René Cumplido, Martín Letras, Raudel Hernández-León, Claudia Feregrino-Uribe, José Hernández-Palancar
2022 — conf
Red Light/Green Light: A Lightweight Algorithm for, Possibly, Fraudulent Online Behavior Change Detection.
MICAI (2)
Vitali Herrera-Semenets, Raudel Hernández-León, Lázaro Bustio-Martínez, Jan van den Berg
2021 J jnl
A multi-measure feature selection algorithm for efficacious intrusion detection.
Knowl. Based Syst.
Vitali Herrera-Semenets, Lázaro Bustio-Martínez, Raudel Hernández-León, Jan van den Berg
2020 J jnl
On the design of hardware architectures for parallel frequent itemsets mining.
Expert Syst. Appl.
Martín Letras, Lázaro Bustio-Martínez, René Cumplido, Raudel Hernández-León, Claudia Feregrino-Uribe
2019 J jnl
A novel multi-core algorithm for frequent itemsets mining in data streams.
Pattern Recognit. Lett.
Lázaro Bustio-Martínez, Alfredo Muñoz-Briseño, René Cumplido, Raudel Hernández-León, Claudia Feregrino-Uribe
2019 J jnl
Using hashing and lexicographic order for Frequent Itemsets Mining on data streams.
J. Parallel Distributed Comput.
Lázaro Bustio-Martínez, Mauro Martín Letras Luna, René Cumplido, Raudel Hernández-León, Claudia Feregrino-Uribe, José Manuel Bande Serrano
2018 J jnl
A data reduction strategy and its application on scan and backscatter detection using rule-based classifiers.
Expert Syst. Appl.
Vitali Herrera-Semenets, Osvaldo Andrés Pérez-García, Raudel Hernández-León, Jan van den Berg, Christian Doerr
2018 J jnl
On the design of hardware-software architectures for frequent itemsets mining on data streams.
J. Intell. Inf. Syst.
Lázaro Bustio-Martínez, René Cumplido, Raudel Hernández-León, José Manuel Bande Serrano, Claudia Feregrino-Uribe
2017 C conf
A Novel Hybrid Data Reduction Strategy and Its Application to Intrusion Detection.
CIARP
Vitali Herrera-Semenets, Osvaldo Andrés Pérez-García, Andrés Gago Alonso, Raudel Hernández-León
2017 — conf
Approximate frequent itemsets mining on data streams using hashing and lexicographie order in hardware.
LASCAS
Lázaro Bustio-Martínez, René Cumplido, Mauro Martín Letras Luna, Claudia Feregrino-Uribe, Raudel Hernández-León, José Manuel Bande Serrano
2017 J jnl
Classification rule-based models for malicious activity detection.
Intell. Data Anal.
Vitali Herrera-Semenets, Osvaldo Andrés Pérez-García, Andrés Gago Alonso, Raudel Hernández-León
2016 — conf
Hardware Architectures for Frequent Itemset Mining Based on Equivalence Classes Partitioning.
IPDPS Workshops
Martín Letras, Raudel Hernández-León, René Cumplido
2016 J jnl
SPaC-NF: A classifier based on sequential patterns with high netconf.
Intell. Data Anal.
José Kadir Febrer-Hernández, Raudel Hernández-León, Claudia Feregrino-Uribe, José Hernández-Palancar
2015 — conf
Frequent Itemsets Mining in Data Streams Using Reconfigurable Hardware.
NFMCP
Lázaro Bustio, René Cumplido, Raudel Hernández-León, José Manuel Bande Serrano, Claudia Feregrino
2015 C conf
Improving the Accuracy of CAR-based Classifiers by Combining Netconf Measure and Dynamic -K Mechanism.
CIARP
Raudel Hernández-León
2015 C conf
Improving the Accuracy of the Sequential Patterns-Based Classifiers.
CIARP
José Kadir Febrer-Hernández, Raudel Hernández-León, José Hernández-Palancar, Claudia Feregrino-Uribe
2015 C conf
SPaR-FTR: An Efficient Algorithm for Mining Sequential Patterns-Based Rules.
CIARP
José Kadir Febrer-Hernández, Raudel Hernández-León, José Hernández-Palancar, Claudia Feregrino-Uribe
2014 J jnl
Combining hybrid rule ordering strategies based on netconf and a novel satisfaction mechanism for CAR-based classifiers.
Intell. Data Anal.
Raudel Hernández-León, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad, José Hernández-Palancar
2014 J jnl
Hardware Acceleration of Frequent Itemsets Mining on Data Streams.
Res. Comput. Sci.
Lázaro Bustio-Martínez, René Cumplido-Parra, Raudel Hernández-León, Claudia Feregrino-Uribe
2014 C conf
SPaMi-FTS: An Efficient Algorithm for Mining Frequent Sequential Patterns.
CIARP
José Kadir Febrer-Hernández, José Hernández-Palancar, Raudel Hernández-León, Claudia Feregrino-Uribe
2014 — conf
Studying Netconf in Hybrid Rule Ordering Strategies for Associative Classification.
MCPR
Raudel Hernández-León, José Hernández-Palancar, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad
2013 — conf
Dynamic K: A Novel Satisfaction Mechanism for CAR-Based Classifiers.
CIARP (1)
Raudel Hernández-León
2012 C conf
CAR-NF + : An Improved Version of CAR-NF Classifier.
CIARP
Raudel Hernández-León, José Hernández-Palancar, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad
2012 J jnl
CAR-NF: A classifier based on specific rules with high netconf.
Intell. Data Anal.
Raudel Hernández-León, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad, José Hernández-Palancar
2012 J jnl
Classification based on specific rules and inexact coverage.
Expert Syst. Appl.
Raudel Hernández-León, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad, José Hernández-Palancar
2010 J jnl
Algorithms for mining frequent itemsets in static and dynamic datasets.
Intell. Data Anal.
Raudel Hernández-León, José Hernández-Palancar, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad
2010 — conf
Classifying Using Specific Rules with High Confidence.
MICAI (Special Sessions)
Raudel Hernández-León, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad, José Hernández-Palancar
2008 — ch.
A Compressed Vertical Binary Algorithm for Mining Frequent Patterns.
Data Mining: Foundations and Practice
José Hernández-Palancar, Raudel Hernández-León, José Eladio Medina-Pagola, Abdel Hechavarría Díaz
2008 C conf
A Novel Incremental Algorithm for Frequent Itemsets Mining in Dynamic Datasets.
CIARP
Raudel Hernández-León, José Hernández-Palancar, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad
2007 — conf
Distributed and Shared Memory Algorithm for Parallel Mining of Association Rules.
MLDM
José Hernández-Palancar, O. Fraxedas Tormo, J. Festón Cárdenas, Raudel Hernández-León
2005 C conf
Similarity Measures in Documents Using Association Graphs.
CIARP
José Eladio Medina-Pagola, Ernesto Guevara Martínez, José Hernández-Palancar, Abdel Hechavarría Díaz, Raudel Hernández-León