Handling missing data in near real-time environmental monitoring: A system and a review of selected methods

Author:

Zhang YifanORCID,Thorburn Peter J.

Publisher

Elsevier BV

Subject

Computer Networks and Communications,Hardware and Architecture,Software

Reference44 articles.

1. Predicting the trend of dissolved oxygen based on the kPCA-RNN model;Zhang;Water,2020

2. SSIM -A deep learning approach for recovering missing time series sensor data;Zhang;IEEE Internet Things J.,2019

3. The prevention and handling of the missing data;Kang;Korean J. Anesthesiol.,2013

4. Dealing with missing data: Key assumptions and methods for applied analysis;Soley-Bori;Boston Univ.,2013

5. Evaluation of imputation methods for microbial surface water quality studies;Nieh;Environ. Sci. Process. Impacts,2014

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