Search results for "Imputation"

Hits ?▲	Authors	Title	Venue	Year	Link
12	Yanyong Huang, Zongxin Shen, Tianrui Li 0001, Fengmao Lv	Unified View Imputation and Feature Selection Learning for Incomplete Multi-view Data.	CoRR	2024	DBLP DOI BibTeX RDF
12	Xiaoyu Li, Wenwen Min, Shunfang Wang, Changmiao Wang, Taosheng Xu	stMCDI: Masked Conditional Diffusion Model with Graph Neural Network for Spatial Transcriptomics Data Imputation.	CoRR	2024	DBLP DOI BibTeX RDF
12	Alvaro Ribot, Chandler Squires, Caroline Uhler	Causal Imputation for Counterfactual SCMs: Bridging Graphs and Latent Factor Models.	CoRR	2024	DBLP DOI BibTeX RDF
12	Baoyu Jing, Dawei Zhou 0003, Kan Ren, Carl Yang 0001	CASPER: Causality-Aware Spatiotemporal Graph Neural Networks for Spatiotemporal Time Series Imputation.	CoRR	2024	DBLP DOI BibTeX RDF
12	Yoshitaka Inoue	scVGAE: A Novel Approach using ZINB-Based Variational Graph Autoencoder for Single-Cell RNA-Seq Imputation.	CoRR	2024	DBLP DOI BibTeX RDF
12	DengYu Shi	Non-Intrusive Load Monitoring with Missing Data Imputation Based on Tensor Decomposition.	CoRR	2024	DBLP DOI BibTeX RDF
12	Yizhu Wen, Kai Yi, Jing Ke, Yiqing Shen 0003	DiffImpute: Tabular Data Imputation With Denoising Diffusion Probabilistic Model.	CoRR	2024	DBLP DOI BibTeX RDF
12	Zhihao Yu, Xu Chu, Liantao Ma, Yasha Wang, Wenwu Zhu 0001	Imputation with Inter-Series Information from Prototypes for Irregular Sampled Time Series.	CoRR	2024	DBLP DOI BibTeX RDF
12	Luke Oluwaseye Joel, Wesley Doorsamy, Babu Sena Paul	On the Performance of Imputation Techniques for Missing Values on Healthcare Datasets.	CoRR	2024	DBLP DOI BibTeX RDF
12	Duc Thien Nguyen, Konstantinos Slavakis	Multilinear Kernel Regression and Imputation via Manifold Learning.	CoRR	2024	DBLP DOI BibTeX RDF
12	Jun Wang, Wenjie Du, Wei Cao, Keli Zhang, Wenjia Wang, Yuxuan Liang, Qingsong Wen	Deep Learning for Multivariate Time Series Imputation: A Survey.	CoRR	2024	DBLP DOI BibTeX RDF
12	Debarati Chakraborty, Ravi Ranjan	Missing Data Imputation With Granular Semantics and AI-driven Pipeline for Bankruptcy Prediction.	CoRR	2024	DBLP DOI BibTeX RDF
12	Minghui Chen, Zichao Meng, Yanping Liu, Longbo Luo, Ye Guo, Kang Wang	Nonparametric End-to-End Probabilistic Forecasting of Distributed Generation Outputs Considering Missing Data Imputation.	CoRR	2024	DBLP DOI BibTeX RDF
12	Yakun Chen, Kaize Shi, Zhangkai Wu, Juan Chen, Xianzhi Wang 0001, Julian J. McAuley, Guandong Xu 0001, Shui Yu	A Temporally Disentangled Contrastive Diffusion Model for Spatiotemporal Imputation.	CoRR	2024	DBLP DOI BibTeX RDF
12	Joseph Agyapong Mensah, Ezekiel N. N. Nortey, Eric Ocran, Samuel Iddi, Louis Asiedu	De-occlusion and recognition of frontal face images: a comparative study of multiple imputation methods.	J. Big Data	2024	DBLP DOI BibTeX RDF
12	Song Li, Wenfen Liu, Yan Wu, Jie Zhao	Generative Architecture for Data Imputation in Secure Blockchain-enabled Spatiotemporal Data Management.	J. Web Eng.	2024	DBLP DOI BibTeX RDF
12	Bo Zhang, Rui Miao, Zhihua Chen	Spatial-temporal traffic data imputation based on dynamic multi-level generative adversarial networks for urban governance.	Appl. Soft Comput.	2024	DBLP DOI BibTeX RDF
12	Haitao Yuan, Gao Cong, Guoliang Li	Nuhuo: An Effective Estimation Model for Traffic Speed Histogram Imputation on A Road Network.	Proc. VLDB Endow.	2024	DBLP BibTeX RDF
12	Jingjing Liu, Jie-Peng Yao, Jin-Hang Liu, Zhong-Yi Wang, Lan Huang 0001	Missing data imputation and classification of small sample missing time series data based on gradient penalized adversarial multi-task learning.	Appl. Intell.	2024	DBLP DOI BibTeX RDF
12	Jiaxi Yang, Yihan Wang, Ye Yang, Kai Ding, Chongning Na, Yao Yang	Effects of single and multiple imputation strategies on addressing over-fitting issues caused by imbalanced data from various scenarios.	Appl. Intell.	2024	DBLP DOI BibTeX RDF
12	Yunsheng Wang, Xinghan Xu, Lei Hu, Jianchao Fan, Min Han 0001	A time series continuous missing values imputation method based on generative adversarial networks.	Knowl. Based Syst.	2024	DBLP DOI BibTeX RDF
12	Yakun Chen, Ruotong Hu, Zihao Li, Chao Yang 0024, Xianzhi Wang 0001, Guodong Long, Guandong Xu 0001	Exploring explicit and implicit graph learning for multivariate time series imputation.	Eng. Appl. Artif. Intell.	2024	DBLP DOI BibTeX RDF
12	C. V. S. R. Syavasya, A. Lakshmi Muddana	An efficient missing value imputation and evaluation using GK-KH means and HTR-RNN.	Int. J. Bus. Intell. Data Min.	2024	DBLP DOI BibTeX RDF
12	Qingyi Chang, Dan Tao, Jiangtao Wang 0001, Ruipeng Gao	Deep Compressed Sensing based Data Imputation for Urban Environmental Monitoring.	ACM Trans. Sens. Networks	2024	DBLP DOI BibTeX RDF
12	Fangqing Zhang, Jiang Guo, Fang Yuan, Yuanfeng Qiu, Pei Wang, Fangjuan Cheng, Yifeng Gu	Enhancement Methods of Hydropower Unit Monitoring Data Quality Based on the Hierarchical Density-Based Spatial Clustering of Applications with a Noise-Wasserstein Slim Generative Adversarial Imputation Network with a Gradient Penalty.	Sensors	2024	DBLP DOI BibTeX RDF
12	Thomas Decorte, Steven Mortier, Jonas J. Lembrechts, Filip J. R. Meysman, Steven Latré, Erik Mannens, Tim Verdonck	Missing Value Imputation of Wireless Sensor Data for Environmental Monitoring.	Sensors	2024	DBLP DOI BibTeX RDF
12	Min Wang, Xiao-Wei Ye, Xin-Hong Ying, Jin-Dian Jia, Yang Ding, Di Zhang, Feng Sun	Data Imputation of Soil Pressure on Shield Tunnel Lining Based on Random Forest Model.	Sensors	2024	DBLP DOI BibTeX RDF
12	Massimo Perini, Milos Nikolic 0001	In-Database Data Imputation.	Proc. ACM Manag. Data	2024	DBLP DOI BibTeX RDF
12	Muhammed Nazmul Arefin, Abdul Kadar Muhammad Masum	A Probabilistic Approach for Missing Data Imputation.	Complex.	2024	DBLP DOI BibTeX RDF
12	Wenrui Li, Xiaoyu Wang, Yuetian Sun, Snezana Milanovic, Mark A. Kon, Julio Enrique Castrillón-Candás	Multilevel Stochastic Optimization for Imputation in Massive Medical Data Records.	IEEE Trans. Big Data	2024	DBLP DOI BibTeX RDF
12	Bo Xu, Qinqin Zhu	An Efficient Dynamic Auto-Regressive CCA for Time Series Imputation With Irregular Sampling.	IEEE Trans Autom. Sci. Eng.	2024	DBLP DOI BibTeX RDF
12	Diju Liu, Yalin Wang 0003, Chenliang Liu, Kai Wang 0024, Xiaofeng Yuan, Chunhua Yang 0001	Blackout Missing Data Recovery in Industrial Time Series Based on Masked-Former Hierarchical Imputation Framework.	IEEE Trans Autom. Sci. Eng.	2024	DBLP DOI BibTeX RDF
12	Kunpeng Zhang, Feng Zhou, Lan Wu, Na Xie, Zhengbing He	Semantic understanding and prompt engineering for large-scale traffic data imputation.	Inf. Fusion	2024	DBLP DOI BibTeX RDF
12	Xin Peng, Jieren Cheng, Xiangyan Tang, Bin Zhang, Wenxuan Tu	Multi-view graph imputation network.	Inf. Fusion	2024	DBLP DOI BibTeX RDF
12	Haojie Xie, Yongshun Gong, Xiangjun Dong 0001	Spatial-temporal regularized tensor decomposition method for traffic speed data imputation.	Int. J. Data Sci. Anal.	2024	DBLP DOI BibTeX RDF
12	Abderrahim Oussama Batouche, Eugen Czeizler, Miika Koskinen, Tuomas Mirtti, Antti Sakari Rannikko	Synergizing Data Imputation and Electronic Health Records for Advancing Prostate Cancer Research: Challenges, and Practical Applications.	BIOSTEC (2)	2024	DBLP DOI BibTeX RDF
12	Chengliang Liu 0003, Jinlong Jia, Jie Wen 0001, Yabo Liu, Xiaoling Luo, Chao Huang 0008, Yong Xu 0001	Attention-Induced Embedding Imputation for Incomplete Multi-View Partial Multi-Label Classification.	AAAI	2024	DBLP DOI BibTeX RDF
12	Jingyu Pu, Chenhang Cui, Xinyue Chen, Yazhou Ren 0001, Xiaorong Pu, Zhifeng Hao, Philip S. Yu, Lifang He 0001	Adaptive Feature Imputation with Latent Graph for Deep Incomplete Multi-View Clustering.	AAAI	2024	DBLP DOI BibTeX RDF
12	Alvaro Ribot, Chandler Squires, Caroline Uhler	Causal Imputation for Counterfactual SCMs: Bridging Graphs and Latent Factor Models.	CLeaR	2024	DBLP BibTeX RDF
12	Md Faisal Kabir 0003, Sven Tomforde	A Deep Analysis for Medical Emergency Missing Value Imputation.	ICAART (3)	2024	DBLP DOI BibTeX RDF
12	Bin Han, Bill Howe	Geospatial Imputation of Urban Mobility Data with Self-Supervised Learning.	HICSS	2024	DBLP BibTeX RDF
12	Nhat-Hao Pham, Khanh-Linh Vo, Mai Anh Vu, Thu Nguyen, Michael A. Riegler, Pål Halvorsen, Binh T. Nguyen 0001	Correlation Visualization Under Missing Values: A Comparison Between Imputation and Direct Parameter Estimation Methods.	MMM (4)	2024	DBLP DOI BibTeX RDF
12	Megha Gupta, Shripal Shah, Mohammad Masum, Sai Chandra Kosaraju	CMI: Cluster-Centric Missing Value Imputation with Feature Consistency.	CCWC	2024	DBLP DOI BibTeX RDF
12	Hyowon Wi, Yehjin Shin, Noseong Park	Continuous-time Autoencoders for Regular and Irregular Time Series Imputation.	WSDM	2024	DBLP DOI BibTeX RDF
12	Sebastian Jäger, Felix Biessmann	From Data Imputation to Data Cleaning - Automated Cleaning of Tabular Data Improves Downstream Predictive Performance.	AISTATS	2024	DBLP BibTeX RDF
12	Zongyu Dai, Emily J. Getzen, Qi Long	SADI: Similarity-Aware Diffusion Model-Based Imputation for Incomplete Temporal EHR Data.	AISTATS	2024	DBLP BibTeX RDF
12	Riccardo Cappuzzo, Saravanan Thirumuruganathan, Paolo Papotti	Relational Data Imputation with Graph Neural Networks.	EDBT	2024	DBLP DOI BibTeX RDF
12	Deyu Ming, Daniel B. Williamson, Serge Guillas	Deep Gaussian Process Emulation using Stochastic Imputation.	Technometrics	2023	DBLP DOI BibTeX RDF
12	Jangho Park, Juliane Müller 0002, Bhavna Arora, Boris Faybishenko, Gilberto Zonta Pastorello, Charuleka Varadharajan, Reetik Sahu, Deborah A. Agarwal	Long-term missing value imputation for time series data using deep neural networks.	Neural Comput. Appl.	2023	DBLP DOI BibTeX RDF
12	Pankhuri Jain, Anoop Kumar Tiwari, Tanmoy Som	Fuzzy rough assisted missing value imputation and feature selection.	Neural Comput. Appl.	2023	DBLP DOI BibTeX RDF
12	Haitao Li, Qian Cao, Qiaowen Bai, Zhihui Li 0003, Hongyu Hu	Multistate time series imputation using generative adversarial network with applications to traffic data.	Neural Comput. Appl.	2023	DBLP DOI BibTeX RDF
12	Junwei Zhou, Botian Lei, Huile Lang, Emmanouil Panaousis, Kaitai Liang, Jianwen Xiang	Secure genotype imputation using homomorphic encryption.	J. Inf. Secur. Appl.	2023	DBLP DOI BibTeX RDF
12	Wenjie Du, David Côté, Yan Liu 0001	SAITS: Self-attention-based imputation for time series.	Expert Syst. Appl.	2023	DBLP DOI BibTeX RDF
12	Iván De-Paz-Centeno, María Teresa García-Ordás, Oscar García-Olalla, Héctor Alaiz-Moretón	Imputation of missing measurements in PV production data within constrained environments.	Expert Syst. Appl.	2023	DBLP DOI BibTeX RDF
12	Tao Wang, Xiumei Chen, Xiaoling Zhang, Shuoling Zhou, Qianjin Feng, Meiyan Huang	Multi-view imputation and cross-attention network based on incomplete longitudinal and multimodal data for conversion prediction of mild cognitive impairment.	Expert Syst. Appl.	2023	DBLP DOI BibTeX RDF
12	Zheng Lv, Kai Chen 0012, Tai Zhang, Jun Zhao 0004, Wei Wang 0036	Multi-feature generation network-based imputation method for industrial data with high missing rate.	Expert Syst. Appl.	2023	DBLP DOI BibTeX RDF
12	Yige Sun, Jing Li 0002, Yifan Xu, Tingting Zhang, Xiaofeng Wang	Deep learning versus conventional methods for missing data imputation: A review and comparative study.	Expert Syst. Appl.	2023	DBLP DOI BibTeX RDF
12	Juan Miguel Lopez Alcaraz, Nils Strodthoff	Diffusion-based Time Series Imputation and Forecasting with Structured State Space Models.	Trans. Mach. Learn. Res.	2023	DBLP BibTeX RDF
12	Alireza Dehghani, Karamolah Bagherifard, Samad Nejatian, Hamid Parvin	A novel missing value imputation relying on K-means clustering and kernel-based weighting using grey relation (KWGI).	J. Intell. Fuzzy Syst.	2023	DBLP DOI BibTeX RDF
12	Kyle Kai Qin, Yongli Ren, Wei Shao 0006, Brennan Lake, Filippo Privitera, Flora D. Salim	Multiple-level Point Embedding for Solving Human Trajectory Imputation with Prediction.	ACM Trans. Spatial Algorithms Syst.	2023	DBLP DOI BibTeX RDF
12	Jiang Liu 0014, Srivathsa Pasumarthi, Ben A. Duffy, Enhao Gong, Keshav Datta, Greg Zaharchuk	One Model to Synthesize Them All: Multi-Contrast Multi-Scale Transformer for Missing Data Imputation.	IEEE Trans. Medical Imaging	2023	DBLP DOI BibTeX RDF
12	Yuanyuan Chen, Yongsheng Pan, Yong Xia 0001, Yixuan Yuan	Disentangle First, Then Distill: A Unified Framework for Missing Modality Imputation and Alzheimer's Disease Diagnosis.	IEEE Trans. Medical Imaging	2023	DBLP DOI BibTeX RDF
12	Michael Schuckers, Michael Lopez, Brian Macdonald	Estimation of player aging curves using regression and imputation.	Ann. Oper. Res.	2023	DBLP DOI BibTeX RDF
12	Ruoyu Wang 0016, Miaomiao Su, Qihua Wang	Distributed Nonparametric Regression Imputation for Missing Response Problems with Large-scale Data.	J. Mach. Learn. Res.	2023	DBLP BibTeX RDF
12	Francisco R. S. Pereira, Aliny A. Dos Reis, Rodrigo G. Freitas, Stanley R. de M. Oliveira, Lucas R. do Amaral, Gleyce Kelly Dantas Araújo Figueiredo, João F. G. Antunes, Rubens A. C. Lamparelli, Edemar Moro, Paulo Sergio Graziano Magalhães	Imputation of Missing Parts in UAV Orthomosaics Using PlanetScope and Sentinel-2 Data: A Case Study in a Grass-Dominated Area.	ISPRS Int. J. Geo Inf.	2023	DBLP DOI BibTeX RDF
12	Li Cai, Cong Sha, Jing He 0012, Shaowen Yao 0001	Spatial-Temporal Data Imputation Model of Traffic Passenger Flow Based on Grid Division.	ISPRS Int. J. Geo Inf.	2023	DBLP DOI BibTeX RDF
12	Xing Su 0001, Wenjie Sun, Chenting Song, Zhi Cai, Limin Guo 0002	A Latent-Factor-Model-Based Approach for Traffic Data Imputation with Road Network Information.	ISPRS Int. J. Geo Inf.	2023	DBLP DOI BibTeX RDF
12	Payam Gouran, Mohammad H. Nadimi-Shahraki, Amir Masoud Rahmani, Seyedali Mirjalili	An Effective Imputation Method Using Data Enrichment for Missing Data of Loop Detectors in Intelligent Traffic Control Systems.	Remote. Sens.	2023	DBLP DOI BibTeX RDF
12	Shuyu Wang, Wengen Li, Siyun Hou, Jihong Guan, Jiamin Yao	STA-GAN: A Spatio-Temporal Attention Generative Adversarial Network for Missing Value Imputation in Satellite Data.	Remote. Sens.	2023	DBLP DOI BibTeX RDF
12	Zishu Zhan, Xiangjie Li, Jingxiao Zhang	Partial replacement imputation estimation for partially linear models with complex missing pattern covariates.	Stat. Comput.	2023	DBLP DOI BibTeX RDF
12	Aliya Aleryani, Aaron Bostrom, Wenjia Wang, Beatriz de la Iglesia	Multiple Imputation Ensembles for Time Series (MIE-TS).	ACM Trans. Knowl. Discov. Data	2023	DBLP DOI BibTeX RDF
12	Ibtissam Abnane, Ali Idri, Imane Chlioui, Alain Abran	Evaluating ensemble imputation in software effort estimation.	Empir. Softw. Eng.	2023	DBLP DOI BibTeX RDF
12	Neha Rajawat, Bharat Singh Hada, Soniya Lalwani, Rajesh Kumar 0002	Diabetes mellitus prediction: An efficient pipeline of data imputation and oversampling.	Int. J. Model. Simul. Sci. Comput.	2023	DBLP DOI BibTeX RDF
12	Sung-Hyun Sim, Hyerim Bae, Ling Liu 0001	Bagging Recurrent Event Imputation for Repair of Imperfect Event Log With Missing Categorical Events.	IEEE Trans. Serv. Comput.	2023	DBLP DOI BibTeX RDF
12	Juan Carlos Figueroa-García, Roman Neruda, Germán Jairo Hernández-Pérez	A genetic algorithm for multivariate missing data imputation.	Inf. Sci.	2023	DBLP DOI BibTeX RDF
12	Longfei Xu, Lingyu Xu, Jie Yu 0009	Time series imputation with GAN inversion and decay connection.	Inf. Sci.	2023	DBLP DOI BibTeX RDF
12	Jongmin Han, Seokho Kang 0001	Optimization of missing value imputation for neural networks.	Inf. Sci.	2023	DBLP DOI BibTeX RDF
12	Wei Liu, Lan Luo, Ling Zhou	Online missing value imputation for high-dimensional mixed-type data via generalized factor models.	Comput. Stat. Data Anal.	2023	DBLP DOI BibTeX RDF
12	Amin Einipour, Mohammad Mosleh, Karim Ansari-Asl	EinImpute: a local and gene-based approach to imputation of dropout events in ScRNA-seq data.	J. Ambient Intell. Humaniz. Comput.	2023	DBLP DOI BibTeX RDF
12	Robin Kuok Cheong Chan, Joanne Mun-Yee Lim, Rajendran Parthiban	Missing Traffic Data Imputation for Artificial Intelligence in Intelligent Transportation Systems: Review of Methods, Limitations, and Challenges.	IEEE Access	2023	DBLP DOI BibTeX RDF
12	Uras Varolgunes, Shibo Yao, Yao Ma, Dantong Yu	Embedding Imputation With Self-Supervised Graph Neural Networks.	IEEE Access	2023	DBLP DOI BibTeX RDF
12	Reza Shahbazian, Sergio Greco	Generative Adversarial Networks Assist Missing Data Imputation: A Comprehensive Survey and Evaluation.	IEEE Access	2023	DBLP DOI BibTeX RDF
12	Jonas Fernando Schreiber, Airam Sausen, Maurício de Campos, Paulo Sérgio Sausen, Marco Thomé Da Silva Ferreira Filho	Data Imputation Techniques Applied to the Smart Grids Environment.	IEEE Access	2023	DBLP DOI BibTeX RDF
12	Nadia Adnan Shiltagh Al-Jamali, Ibtesam R. K. Al-Saedi, Ahmed R. Zarzoor, Hongxiang Li	A New Imputation Technique Based a Multi-Spike Neural Network to Handle Missing Data in the Internet of Things Network (IoT).	IEEE Access	2023	DBLP DOI BibTeX RDF
12	Benjamin Agbo, Hussain Al-Aqrabi, Tariq A. A. Alsboui, Muhammad Hussain 0002, Richard Hill	Imputation of Missing Clinical Covariates for Downstream Classification Problems.	IEEE Access	2023	DBLP DOI BibTeX RDF
12	Tae-Min Choi, Ji-Su Kang, Jong-Hwan Kim 0001	RDIS: Random Drop Imputation With Self-Training for Incomplete Time Series Data.	IEEE Access	2023	DBLP DOI BibTeX RDF
12	Konstantinos Psychogyios, Loukas Ilias, Christos Ntanos, Dimitris Askounis	Missing Value Imputation Methods for Electronic Health Records.	IEEE Access	2023	DBLP DOI BibTeX RDF
12	Mehdi Taghavi, Elnaz Irannezhad, Carlo G. Prato	Truck Rest Stop Imputation From GPS Data: An Interpretable Activity-Based Continuous Hidden Markov Model.	IEEE Access	2023	DBLP DOI BibTeX RDF
12	Xuguang Hu, Zhaokang Zhan, Dazhong Ma, Siqi Zhang	Spatiotemporal Generative Adversarial Imputation Networks: An Approach to Address Missing Data for Wind Turbines.	IEEE Trans. Instrum. Meas.	2023	DBLP DOI BibTeX RDF
12	Song Ma, Zeng-Song Xu, Tao Sun	Parallel Generative Adversarial Imputation Network for Multivariate Missing Time-Series Reconstruction and Its Application to Aeroengines.	IEEE Trans. Instrum. Meas.	2023	DBLP DOI BibTeX RDF
12	Abel Efetobor Edje, Shaffie Muhammad Abd Latiff, Weng Howe Chan	A Perceptually Important Points Approach Based on Imputation Clustering with Weighted Distance Techniques for Big Data Reduction in Internet of Things Cloud.	Neural Process. Lett.	2023	DBLP DOI BibTeX RDF
12	Rabea Aschenbruck, Gero Szepannek, Adalbert F. X. Wilhelm	Imputation Strategies for Clustering Mixed-Type Data with Missing Values.	J. Classif.	2023	DBLP DOI BibTeX RDF
12	Xiaoqing Cheng, Chang Yan, Hao Jiang 0009, Yushan Qiu	scHOIS: Determining Cell Heterogeneity Through Hierarchical Clustering Based on Optimal Imputation Strategy.	IEEE ACM Trans. Comput. Biol. Bioinform.	2023	DBLP DOI BibTeX RDF
12	Yi Cheng, Xiuli Ma, Lang Yuan, Zhaoguo Sun, Pingzhang Wang	Evaluating imputation methods for single-cell RNA-seq data.	BMC Bioinform.	2023	DBLP DOI BibTeX RDF
12	Shashi Bhushan, Anoop Kumar, Tolga Zaman, Aned Al Mutairi	Efficient Difference and Ratio-Type Imputation Methods under Ranked Set Sampling.	Axioms	2023	DBLP DOI BibTeX RDF
12	Jean Nestor M. Dahj, Kingsley A. Ogudo	Machine Learning-Based Imputation Approach with Dynamic Feature Extraction for Wireless RAN Performance Data Preprocessing.	Symmetry	2023	DBLP DOI BibTeX RDF
12	Mohammed Ahmed Alomair, Usman Shahzad	Compromised-Imputation and EWMA-Based Memory-Type Mean Estimators Using Quantile Regression.	Symmetry	2023	DBLP DOI BibTeX RDF
12	Khaled M. Fouad	A hybrid approach of missing data imputation for upper gastrointestinal diagnosis.	Int. J. Adv. Intell. Paradigms	2023	DBLP DOI BibTeX RDF
12	Do-Hoon Lee, Han-joon Kim	A Self-Attention-Based Imputation Technique for Enhancing Tabular Data Quality.	Data	2023	DBLP DOI BibTeX RDF
12	Soohwan Jeong, Chonghyo Joo, Jongkoo Lim, Hyungtae Cho, Sungsu Lim, Junghwan Kim	A novel graph-based missing values imputation method for industrial lubricant data.	Comput. Ind.	2023	DBLP DOI BibTeX RDF