Imputation (statistics)

Spatiotemporal imputation of MAIAC AOD using deep learning with downscaling

Lianfa Li, Meredith Franklin, Mariam Girguis, Frederick Lurmann, Jun Wu, Nathan Pavlovic, Carrie V. Breton, Frank D. Gilliland, Rima Habre

Citations: 121 • 2019

RDIS: Random Drop Imputation With Self-Training for Incomplete Time Series Data

Tae-Min Choi, Ji-Su Kang, Jong-Hwan Kim

Citations: 15 • 2023

Anytime 3D Object Reconstruction Using Multi-Modal Variational Autoencoder

Hyeonwoo Yu, Jean Oh

Citations: 8 • 2022

Imputation of Missing Values Affecting the Software Performance of Component-based Robots

Nuño Basurto, Ángel Arroyo, Carlos Cambra, Álvaro Herrero

Citations: 8 • 2020

MisConv: Convolutional Neural Networks for Missing Data

Marcin Przewiez Likowski, Marek Śmieja, Łukasz Struski, Jacek Tabor

Citations: 7 • 2022

RDIS: Random Drop Imputation with Self-Training for Incomplete Time Series Data

Tae-Min Choi, Jisu Kang, Jong-Hwan Kim

Citations: 6 • 2020

A context-intensive approach to imputation of missing values in data sets from networks of environmental monitors

Lawrence C. Larsen, Mena Shah

Citations: 3 • 2015

T2FPV: Dataset and Method for Correcting First-Person View Errors in Pedestrian Trajectory Prediction

Benjamin Stoler, Meghdeep Jana, Soonmin Hwang, Jean Oh

Citations: 2 • 2023

Missing value imputation method using Bayesian network for decision-making on HCR

Yoshihiro Miyakoshi, Shōhei Kato

Citations: 2 • 2011

Data Imputation Method based on Programming by Example: APREP-S

Hiroko Nagashima, Yuka Kato

Citations: 2 • 2019

MisConv: Convolutional Neural Networks for Missing Data

Marcin Przewięźlikowski, Marek Śmieja, Łukasz Struski, Jacek Tabor

Citations: 2 • 2021

Pedestrian Trajectory Prediction with Missing Data: Datasets, Imputation, and Benchmarking

Pranav Singh Chib, Pravendra Singh

Citations: 2 • 2024

MisConv: Convolutional Neural Networks for Missing Data

Marek Śmieja, Jacek Tabor

Citations: 1 • 2021

Trustworthy Load Prediction for Cantilever Roadheader Robot Without Imputation

Pengjiang Wang, Yuxin Li, Yunwang Li, Yang Shen, Weixiong Zheng, Shigen Fu

Citations: 1 • 2025

MoCap-Impute: A Comprehensive Benchmark and Comparative Analysis of Imputation Methods for IMU-Based Motion Capture Data

Mahmoud Bekhit, Ahmad Salah, Ahmed Salim Alrawahi, Tarek Attia, Ahmed Ali, Esraa Eldesouky, Ahmed Fathalla

Citations: 1 • 2025