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資料層級方法於類別不平衡資料集之研究:資料平衡化與清理議題(2/3)
Tsai, Chih-Fong
(PI)
Department of Information Management
Overview
Fingerprint
Research output
(1)
Project Details
Status
Finished
Effective start/end date
1/08/23
→
31/07/24
View all
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Fingerprint
Explore the research topics touched on by this project. These labels are generated based on the underlying awards/grants. Together they form a unique fingerprint.
Over Sampling
Keyphrases
100%
Class-imbalanced Datasets
Keyphrases
100%
Class Imbalance
Keyphrases
100%
Ensemble Feature Selection
Keyphrases
100%
Feature Selection
Keyphrases
100%
Feature Extraction
Computer Science
100%
Feature Selection Methods
Keyphrases
83%
Synthetic Minority Oversampling Technique (SMOTE)
Keyphrases
50%
Research output
Research output per year
2024
2024
2024
1
Article
Research output per year
Research output per year
Feature selection and its combination with data over-sampling for multi-class imbalanced datasets
Tsai, C. F.
, Chen, K. C. & Lin, W. C.,
Mar 2024
,
In:
Applied Soft Computing Journal.
153
, 111267.
Research output
:
Contribution to journal
›
Article
›
peer-review
Feature Selection
100%
Class Imbalance
100%
Ensemble Feature Selection
100%
Over Sampling
100%
Class-imbalanced Datasets
100%
7
Scopus citations