Hierarchical Recovery of Missing Air Pollution Data via Improved Long-Short Term Context Encoder Network

Imputation of GPS Coordinate Time Series Using missForest

(2021) Shengkai Zhang et al.   Remote Sensing

Spatial imputation for air pollutants data sets via low rank matrix completion algorithm

(2020) Xiaofeng Liu et al.   ENVIRONMENT INTERNATIONAL

A nonconvex low-rank tensor completion model for spatiotemporal traffic data imputation

(2020) Xinyu Chen et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Missing data imputation with adversarially-trained graph convolutional networks

(2020) Indro Spinelli et al.   NEURAL NETWORKS

Missing Air Pollution Data Recovery Based on Long-Short Term Context Encoder

(2020) Yangwen Yu et al.   IEEE Transactions on Big Data

SSIM—A Deep Learning Approach for Recovering Missing Time Series Sensor Data

(2019) Yi-Fan Zhang et al.   IEEE Internet of Things Journal

Correlation Coefficients

(2018) Patrick Schober et al.   ANESTHESIA AND ANALGESIA

A novel k NN algorithm with data-driven k parameter computation

(2018) Shichao Zhang et al.   PATTERN RECOGNITION LETTERS

Comparison of Ground-Based PM2.5 and PM10 Concentrations in China, India, and the U.S.

(2018) Xingchuan Yang et al.   International Journal of Environmental Research and Public Health

Spatio-Temporal Data Mining

(2018) Gowtham Atluri et al.   ACM COMPUTING SURVEYS

Use of networks of low cost air quality sensors to quantify air quality in urban settings

(2018) Olalekan A.M. Popoola et al.   ATMOSPHERIC ENVIRONMENT

Predicting healthcare trajectories from medical records: A deep learning approach

(2017) Trang Pham et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Missing Data Recovery by Exploiting Low-Dimensionality in Power System Synchrophasor Measurements

(2016) Pengzhi Gao et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Association between exposure to ambient particulate matter and chronic obstructive pulmonary disease: results from a cross-sectional study in China

(2016) Sha Liu et al.   THORAX

Imputation of missing data in time series for air pollutants

(2015) W.L. Junger et al.   ATMOSPHERIC ENVIRONMENT

Characteristics of particulate matter (PM10) and its relationship with meteorological factors during 2001–2012 in Beijing

(2014) Guangjin Tian et al.   ENVIRONMENTAL POLLUTION

Season and humidity dependence of the effects of air pollution on COPD hospitalizations in Hong Kong

(2012) Hong Qiu et al.   ATMOSPHERIC ENVIRONMENT

Influence of meteorological factors and emission sources on spatial and temporal variations of PM10 concentrations in Istanbul metropolitan area

(2011) Yurdanur S. Unal et al.   ATMOSPHERIC ENVIRONMENT

High-PM10 concentration episodes in Seoul, Korea: Background sources and related meteorological conditions

(2011) Seungmin Lee et al.   ATMOSPHERIC ENVIRONMENT

MissForest--non-parametric missing value imputation for mixed-type data

(2011) D. J. Stekhoven et al.   BIOINFORMATICS

A new approach to discovering the causal relationship between meteorological patterns and PM10 exceedances

(2010) A. Sfetsos et al.   ATMOSPHERIC RESEARCH