First name
Long-Hao
Last name
Yang

Referencias

"Enhancing extended belief rule-based systems for classification problems using decomposition strategy and overlap function"
International Journal
Year of publication
2022
Author
Long-Hao Yang
Jun Liu
Ying-Ming Wang
Hui Wang
Luis Martínez
Volume
13
Pagination
811-837
Journal
"International Journal of Machine Learning and Cybernetics"
Number
3
Date Published
mar
Yang, L. -H., et al. “"Enhancing Extended Belief Rule-Based Systems For Classification Problems Using Decomposition Strategy And Overlap Function"”. mar. "International Journal Of Machine Learning And Cybernetics", 3, 2022, pp. 811-837.
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Online updating extended belief rule-based system for sensor-based activity recognition
International Journal
Year of publication
2021
Author
Long-Hao Yang
Jun Liu
Y.M. Wang
Chris Nugent
Luis Martínez
Volume
186
Pagination
115737
Keywords
Extended belief rule base
Online model updating
Feature selection
Activity recognition
Smart environment
DOI
https://doi.org/10.1016/j.eswa.2021.115737
Journal
Expert Systems with Applications
ISSN Number
0957-4174
URL
https://www.sciencedirect.com/science/article/pii/S0957417421011167
Yang, L. -H., et al. “Online Updating Extended Belief Rule-Based System For Sensor-Based Activity Recognition”. Expert Systems With Applications, 2021, p. 115737.
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"New activation weight calculation and parameter optimization for extended belief rule-based system based on sensitivity analysis"
International Journal
Year of publication
2019
Author
Long-Hao Yang
Jun Liu
Y.M. Wang
Luis Martínez
Volume
"60"
Pagination
837-878
DOI
"10.1007/s10115-018-1211-0"
Journal
"Knowledge and Information Systems"
Number
"2"
Date Published
"Aug"
ISSN Number
"0219-3116"
URL
"https://doi.org/10.1007/s10115-018-1211-0"
Yang, L. -H., et al. “"New Activation Weight Calculation And Parameter Optimization For Extended Belief Rule-Based System Based On Sensitivity Analysis"”. "Aug". "Knowledge And Information Systems", "2", 2019, pp. 837-878.
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A Micro-Extended Belief Rule-Based System for Big Data Multiclass Classification Problems
International Journal
Year of publication
2021
Author
Long-Hao Yang
Jun Liu
Y.M. Wang
Luis Martínez
Volume
51
Issue
1
Pagination
420-440
Keywords
Big Data
Time complexity
Data models
computational modeling
Erbium
Machine learning algorithms
Apache spark
big data
extended belief rule-based system
multiclass
DOI
10.1109/TSMC.2018.2872843
Journal
IEEE Transactions on Systems, Man, and Cybernetics: Systems
ISSN Number
2168-2216
URL
https://ieeexplore.ieee.org/document/8510811
Yang, L. -H., et al. “A Micro-Extended Belief Rule-Based System For Big Data Multiclass Classification Problems”. Ieee Transactions On Systems, Man, And Cybernetics: Systems, 2021, pp. 420-440.
Documento
08510811.pdf4.77 MB
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"Extended belief-rule-based system with new activation rule determination and weight calculation for classification problems"
International Journal
Year of publication
2018
Author
Long-Hao Yang
Jun Liu
Y.M. Wang
Luis Martínez
Volume
"72"
Pagination
261-272
Keywords
"Extended belief-rule-based system
Classification problem
Activation rule determination
Activation weight calculation
Multi-class"
DOI
"https://doi.org/10.1016/j.asoc.2018.08.004"
Journal
"Applied Soft Computing"
ISSN Number
"1568-4946"
URL
"http://www.sciencedirect.com/science/article/pii/S1568494618304526"
Yang, L. -H., et al. “"Extended Belief-Rule-Based System With New Activation Rule Determination And Weight Calculation For Classification Problems"”. "Applied Soft Computing", 2018, pp. 261-272.
Documento
published.pdf1.25 MB
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A joint optimization method on parameter and structure for belief-rule-based systems
International Journal
Year of publication
2018
Author
Long-Hao Yang
Y.M. Wang
Jun Liu
Luis Martínez
Volume
142
Pagination
220-240
Keywords
belief-rule-based system
generalization error
heuristic strategy
parameter optimization
structure optimization
DOI
https://doi.org/10.1016/j.knosys.2017.11.039
Journal
Knowledge-Based Systems
ISSN Number
0950-7051
URL
http://www.sciencedirect.com/science/article/pii/S0950705117305695
Yang, L. -H., et al. “A Joint Optimization Method On Parameter And Structure For Belief-Rule-Based Systems”. Knowledge-Based Systems, 2018, pp. 220-240.
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