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Deep learning based decision tree ensembles for incomplete medical datasets
Chien Hung Chiu
,
Shih Wen Ke
,
Chih Fong Tsai
, Wei Chao Lin
, Min Wei Huang
, Yi Hsiu Ko
資訊管理學系
研究成果
:
雜誌貢獻
›
期刊論文
›
同行評審
3
引文 斯高帕斯（Scopus）
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深入研究「Deep learning based decision tree ensembles for incomplete medical datasets」主題。共同形成了獨特的指紋。
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Keyphrases
Deep Learning Methods
100%
Medical Dataset
100%
Decision Tree Ensemble
100%
Incomplete Data
60%
Decision Tree
40%
Missing Value Imputation
40%
Miss Rate
40%
Problem Domain
20%
Classification Accuracy
20%
K-nearest
20%
Specific Model
20%
Performance Comparison
20%
Imputation Methods
20%
Feature Dimension
20%
Sliding Window Method
20%
Decision Tree Method
20%
Medical Domain
20%
Missing Attribute Values
20%
Bounding Box
20%
Case Deletion
20%
Deletion Method
20%
Mathematics
Decision Tree
100%
Deep Learning Method
100%
Missing Value
42%
Problem Domain
14%
Nearest Neighbor
14%
Imputation Method
14%
Bounding Box
14%
Decision Tree Method
14%
Computer Science
Deep Learning Method
100%
Decision Tree
100%
Classification Accuracy
12%
Performance Comparison
12%
Deep Learning Technique
12%
Attribute Value
12%
Feature Dimension
12%
Medical Domain
12%
Sliding Window
12%
Biochemistry, Genetics and Molecular Biology
Decision Trees
100%
Solution and Solubility
12%
K Nearest Neighbor
12%