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Towards missing electric power data imputation for energy management systems
Ming Chang Wang, Chih Fong Tsai,
Wei Chao Lin
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此作品的通信作者
National Chung Cheng University
National Central University
Chang Gung University
Chang Gung Memorial Hospital
研究成果
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同行評審
38
引文 斯高帕斯(Scopus)
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Mathematics
Nearest Neighbor
100%
Imputation Method
100%
Data Imputation
100%
Linear Interpolation
66%
Missing Data
66%
Variations
33%
Error Rate
33%
Multilayer Perceptron
33%
Year Period
33%
Feature Value
33%
Computer Science
Machine Learning
100%
System Management
100%
Support Vector Regression
50%
Linear Interpolation
50%
Models
25%
Application
25%
Power Consumption
25%
Experimental Result
25%
Single Feature
25%
Multilayer Perceptron
25%
Moving Average
25%
Psychology
Statistical Method
100%
Regression
100%
Error Rate
50%
Autoregressive Integrated Moving Average
50%
Economics, Econometrics and Finance
Management
100%
Machine Learning
100%
Demand
25%
Consumption
25%
ARMA Model
25%
Medicine and Dentistry
Learning
100%
Statistical Analysis
50%
Development
25%