Missing data

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

Sampled-data fuzzy control for a class of nonlinear systems with missing data and disturbances

Wenhui Liu, Cheng‐Chew Lim, Peng Shi, Shengyuan Xu

Citations: 45 • 2016

Reliability assessment of multi-state phased-mission systems by fusing observation data from multiple phases of operation

Zhaoping Xu, Yuchang Mo, Yu Liu, Tao Jiang

Citations: 36 • 2018

Digital Twin-Driven Robotic Disassembly Sequence Dynamic Planning Under Uncertain Missing Condition

Jiayi Liu, Zhenlu Xu, Heng Xiong, Qiwen Lin, Wenjun Xu, Zude Zhou

Citations: 30 • 2023

A Neural Network Approach to Missing Marker Reconstruction in Human Motion Capture

Taras Kucherenko, Jonas Beskow, Hedvig Kjellström

Citations: 28 • 2018

Handling Missing Data in Large-Scale MODIS AOD Products Using a Two-Step Model

Yufeng Chi, Zhifeng Wu, Kuo Liao, Yin Ren

Citations: 27 • 2020

APREP-DM: a Framework for Automating the Pre-Processing of a Sensor Data Analysis based on CRISP-DM

Hiroko Nagashima, Yuka Kato

Citations: 19 • 2019

Parameterization of clear-sky surface irradiance and its implications for estimation of aerosol direct radiative effect and aerosol optical depth

Xiangao Xia

Citations: 18 • 2015

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

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

Citations: 15 • 2023

Enhanced PCA-Based Localization Using Depth Maps with Missing Data

Fernando Carreira, J. M. F. Calado, Carlos Cardeira, Paulo Oliveira

Citations: 14 • 2014

Multivariate time series anomaly detection: Missing data handling and feature collaborative analysis in robot joint data

Bo Yang, Weishan Long, Yucheng Zhang, Zerui Xi, Jian Jiao, Yufeng Li

Citations: 13 • 2024

Imitation learning of arm gestures in presence of missing data for humanoid robots

Anand Thobbi, Weihua Sheng

Citations: 13 • 2010

Multi-Subspace Methods for Motion Segmentation from Affine, Perspective and Central Panoramic Cameras

Renè Vidal

Citations: 13 • 2006

The Hidden Value of Missing Genotypes

William Amos

Citations: 12 • 2006

A Neural Network Approach to Missing Marker Reconstruction.

Taras Kucherenko, Hedvig Kjellström

Citations: 10 • 2018

Multi-task and multi-kernel Gaussian process dynamical systems

Dimitrios Korkinof, Yiannis Demiris

Citations: 9 • 2016

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

Reconstruction of Missing Markers in Motion Capture Based on Deep Learning

Yongqiong Zhu

Citations: 7 • 2020

MisConv: Convolutional Neural Networks for Missing Data

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

Citations: 7 • 2022