ImputeGAN: Generative Adversarial Network for Multivariate Time Series Imputation by Rui Qin, Yong Wang

Subjects: “…data imputation…”
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High Performance Graph Data Imputation on Multiple GPUs by Chao Zhou, Tao Zhang

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Investigation of using missing data imputation methodologies effect on the SARIMA model performance: application to average monthly flows by Michel Trarbach Bleidorn, Isamara Maria Schmidt, José Antonio Tosta dos Reis, Deysilara Figueira Pani, Wanderson de Paula Pinto, Carlo Corrêa Solci, Antonio Sergio Ferreira Mendonça, Gutemberg Hespanha Brasil

Subjects: “…Missing data imputation methodologies…”
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Missing Data Imputation in Internet of Things Gateways by Cinthya M. França, Rodrigo S. Couto, Pedro B. Velloso

Subjects: “…missing data imputation…”
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IMD-MP: Imputation of Missing Data in IoT Based on Matrix Profile and Spatio-temporal Correlations by G.V.Vidya Lakshmi, S. Gopikrishnan

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Machine-learning methods for hydrological imputation data: analysis of the goodness of fit of the model in hydrographic systems of the Pacific - Ecuador by Diego Heras, Carlos Matovelle

Subjects: “…data imputation…”
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Accuracy of random-forest-based imputation of missing data in the presence of non-normality, non-linearity, and interaction by Shangzhi Hong, Henry S. Lynn

Subjects: “…Missing data imputation…”
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Robust scRNA-seq Cell Types Identification by Self-Guided Deep Clustering Network by Yisong Wang, Mingzhi Wang

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Comparing preprocessing strategies for 3D-Gene microarray data of extracellular vesicle-derived miRNAs by Yuto Takemoto, Daisuke Ito, Shota Komori, Yoshiyuki Kishimoto, Shinichiro Yamada, Atsushi Hashizume, Masahisa Katsuno, Masahiro Nakatochi

Subjects: “…Data imputation…”
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GMA: Gap Imputing Algorithm for time series missing values by Abd Alhamid Rabia Khattab, Nada Mohamed Elshennawy, Mahmoud Fahmy

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Traffic data imputation via knowledge graph-enhanced generative adversarial network by Yinghui Liu, Guojiang Shen, Nali Liu, Xiao Han, Zhenhui Xu, Junjie Zhou, Xiangjie Kong

Subjects: “…Traffic data imputation…”
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Missing-data imputation using wearable sensors in heart rate variability by A. Tlija, K. Węgrzyn-Wolska, D. Istrate

Subjects: “…data imputation…”
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Finding the fuel of the Arab Spring fire: a historical data analysis by Darryl Ahner, Luke Brantley

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Traffic Missing Data Imputation: A Selective Overview of Temporal Theories and Algorithms by Tuo Sun, Shihao Zhu, Ruochen Hao, Bo Sun, Jiemin Xie

Subjects: “…missing data imputation…”
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Exploring the optimization of autoencoder design for imputing single-cell RNA sequencing data by Nan Miles Xi, Jingyi Jessica Li

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Embedded Data Imputation for Environmental Intelligent Sensing: A Case Study by Laura Erhan, Mario Di Mauro, Ashiq Anjum, Ovidiu Bagdasar, Wei Song, Antonio Liotta

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Machine learning-based identification of patients with a cardiovascular defect by Nabaouia Louridi, Samira Douzi, Bouabid El Ouahidi

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Mathematical aspects of the kriging applied on landslide in Halenkovice (Czech Republic) by Zůvala Robert, Fišerová Eva, Marek Lukáš

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Missing Data Imputation in GNSS Monitoring Time Series Using Temporal and Spatial Hankel Matrix Factorization by Hanlin Liu, Linchao Li

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Building Energy Consumption Raw Data Forecasting Using Data Cleaning and Deep Recurrent Neural Networks by Junjing Yang, Kok Keng Tan, Mat Santamouris, Siew Eang Lee

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