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Raudel Hernández-León
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2020 – today
- 2023
- [c17]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: 241-252 - 2022
- [j15]Vitali Herrera-Semenets
, Raudel Hernández-León, Jan van den Berg:
A fast instance reduction algorithm for intrusion detection scenarios. Comput. Electr. Eng. 101: 107963 (2022) - [j14]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): 179:1-179:35 (2022) - [c16]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: 316-327 - 2021
- [j13]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: 107264 (2021) - 2020
- [j12]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: 113440 (2020)
2010 – 2019
- 2019
- [j11]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: 58-71 (2019) - [j10]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: 241-248 (2019) - 2018
- [j9]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: 272-279 (2018) - [j8]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): 415-440 (2018) - 2017
- [j7]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): 1141-1154 (2017) - [c15]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: 289-297 - [c14]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: 1-4 - 2016
- [j6]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): 1101-1113 (2016) - [c13]Martín Letras
, Raudel Hernández-León, René Cumplido:
Hardware Architectures for Frequent Itemset Mining Based on Equivalence Classes Partitioning. IPDPS Workshops 2016: 289-294 - 2015
- [c12]Raudel Hernández-León:
Improving the Accuracy of CAR-based Classifiers by Combining Netconf Measure and Dynamic -K Mechanism. CIARP 2015: 603-610 - [c11]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: 643-650 - [c10]José Kadir Febrer-Hernández, Raudel Hernández-León, José Hernández Palancar, Claudia Feregrino Uribe:
Improving the Accuracy of the Sequential Patterns-Based Classifiers. CIARP 2015: 708-715 - [c9]Lázaro Bustio
, René Cumplido, Raudel Hernández-León, José Manuel Bande Serrano, Claudia Feregrino:
Frequent Itemsets Mining in Data Streams Using Reconfigurable Hardware. NFMCP 2015: 32-45 - 2014
- [j5]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): S89-S100 (2014) - [j4]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: 13-22 (2014) - [c8]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: 470-477 - [c7]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: 51-60 - 2013
- [c6]Raudel Hernández-León:
Dynamic K: A Novel Satisfaction Mechanism for CAR-Based Classifiers. CIARP (1) 2013: 141-148 - 2012
- [j3]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): 11203-11211 (2012) - [j2]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): 49-68 (2012) - [c5]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: 455-462 - 2010
- [j1]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): 419-435 (2010) - [c4]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: 75-80
2000 – 2009
- 2008
- [c3]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: 145-152 - [p1]José Hernández Palancar, Raudel Hernández-León, José Eladio Medina-Pagola, Abdel Hechavarría Díaz:
A Compressed Vertical Binary Algorithm for Mining Frequent Patterns. Data Mining: Foundations and Practice 2008: 197-211 - 2007
- [c2]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: 349-363 - 2005
- [c1]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: 741-751
Coauthor Index
aka: Lázaro Bustio
aka: José Francisco Martínez Trinidad
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