A bi-directional missing data imputation scheme based on LSTM and transfer learning for building energy data

Author:

Ma Jun,Cheng Jack C.P.,Jiang Feifeng,Chen Weiwei,Wang Mingzhu,Zhai Chong

Publisher

Elsevier BV

Subject

Electrical and Electronic Engineering,Mechanical Engineering,Building and Construction,Civil and Structural Engineering

Reference28 articles.

1. Missing data imputation using fuzzy-rough methods;Amiri;Neurocomputing,2016

2. Hyperparameter optimization;Feurer,2019

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4. Long short-term memory;Hochreiter;Neural Comput.,1997

5. A stochastic method to generate bin weather data in Nanjing, China;Jin;Energy Convers. Manag.,2006

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