Search results for "Imputation"

Hits ?▲	Authors	Title	Venue	Year	Link
12	Florian Lalande, Kenji Doya	Numerical Data Imputation: Choose kNN over Deep Learning.	SISAP	2022	DBLP DOI BibTeX RDF
12	Bernardo Breve, Loredana Caruccio, Vincenzo Deufemia, Giuseppe Polese	RENUVER: A Missing Value Imputation Algorithm based on Relaxed Functional Dependencies.	EDBT	2022	DBLP DOI BibTeX RDF
12	Rohan T. Money, Joshin Krishnan, Baltasar Beferull-Lozano	Online Joint Nonlinear Topology Identification and Missing Data Imputation over Dynamic Graphs.	EUSIPCO	2022	DBLP BibTeX RDF
12	Florian Mouret, Mohanad Albughdadi, Sylvie Duthoit, Denis Kouamé, Jean-Yves Tourneret	Robust Estimation of Gaussian Mixture Models Using Anomaly Scores and Bayesian Information Criterion for Missing Value Imputation.	EUSIPCO	2022	DBLP BibTeX RDF
12	Ebru Uçgun Ergün, Ibrahim Kök, Suat Özdemir	Impact of Missing Data on Classification Success in Health and Comparative Analysis of Imputation Methods.	ISNCC	2022	DBLP DOI BibTeX RDF
12	Yakun Chen, Zihao Li, Chao Yang 0024, Xianzhi Wang 0001, Guodong Long, Guandong Xu 0001	Adaptive Graph Recurrent Network for Multivariate Time Series Imputation.	ICONIP (5)	2022	DBLP DOI BibTeX RDF
12	Adil Aslam Mir	Radon anomaly classification and missing data imputation: A methodology based on stacking and automatic anomaly indication function (Radon anomali sınıflandırması ve eksik veri tahmini: Yığınlama ve otomatik anomali gösterge fonksiyonuna dayalı bir metodoloji)		2022	RDF
12	Gary F. Templeton, Martin Kang, Nargess Tahmasbi	Regression imputation optimizing sample size and emulation: Demonstrations and comparisons to prominent methods.	Decis. Support Syst.	2021	DBLP DOI BibTeX RDF
12	Elif Ceren Gök, Mehmet Onur Olgun	SMOTE-NC and gradient boosting imputation based random forest classifier for predicting severity level of covid-19 patients with blood samples.	Neural Comput. Appl.	2021	DBLP DOI BibTeX RDF
12	Esther-Lydia Silva-Ramírez, Juan-Francisco Cabrera-Sánchez	Co-active neuro-fuzzy inference system model as single imputation approach for non-monotone pattern of missing data.	Neural Comput. Appl.	2021	DBLP DOI BibTeX RDF
12	Ming-Chang Wang, Chih-Fong Tsai, Wei-Chao Lin	Towards missing electric power data imputation for energy management systems.	Expert Syst. Appl.	2021	DBLP DOI BibTeX RDF
12	Robin Kuok Cheong Chan, Joanne Mun-Yee Lim, Rajendran Parthiban	A neural network approach for traffic prediction and routing with missing data imputation for intelligent transportation system.	Expert Syst. Appl.	2021	DBLP DOI BibTeX RDF
12	Dunlu Peng, Mengping Zou, Cong Liu 0011, Jing Lu	RESI: A Region-Splitting Imputation method for different types of missing data.	Expert Syst. Appl.	2021	DBLP DOI BibTeX RDF
12	Ben Omega Petrazzini, Hugo Naya, Fernando Lopez-Bello, Gustavo E. Vazquez, Lucía Spangenberg	Evaluation of different approaches for missing data imputation on features associated to genomic data.	BioData Min.	2021	DBLP DOI BibTeX RDF
12	Wenlu Dong, Shang Gao 0001, Xibei Yang, Hualong Yu	An Exploration of Online Missing Value Imputation in Non-stationary Data Stream.	SN Comput. Sci.	2021	DBLP DOI BibTeX RDF
12	Chuan Wang, Shun Long, Rongdan Zeng, Yaosheng Lu	Imputation Method for Fetal Heart Rate Signal Evaluation Based on Optimal Transport Theory.	SN Comput. Sci.	2021	DBLP DOI BibTeX RDF
12	Yi-Fan Zhang 0008, Peter J. Thorburn	A dual-head attention model for time series data imputation.	Comput. Electron. Agric.	2021	DBLP DOI BibTeX RDF
12	Qinggang Gao, Joseph Molloy, Kay W. Axhausen	Trip Purpose Imputation Using GPS Trajectories with Machine Learning.	ISPRS Int. J. Geo Inf.	2021	DBLP DOI BibTeX RDF
12	Imane Chlioui, Ali Idri, Ibtissam Abnane, Mahmoud Ezzat	Ensemble Case based Reasoning Imputation in Breast Cancer Classification.	J. Inf. Sci. Eng.	2021	DBLP BibTeX RDF
12	Chao Zhou, Tao Zhang 0046	High Performance Graph Data Imputation on Multiple GPUs.	Future Internet	2021	DBLP DOI BibTeX RDF
12	Álvaro Acción, Francisco Argüello, Dora B. Heras	A New Multispectral Data Augmentation Technique Based on Data Imputation.	Remote. Sens.	2021	DBLP DOI BibTeX RDF
12	Shengkai Zhang, Li Gong, Qi Zeng, Wenhao Li, Feng Xiao, Jintao Lei	Imputation of GPS Coordinate Time Series Using missForest.	Remote. Sens.	2021	DBLP DOI BibTeX RDF
12	Charles J. Labuzzetta, Zhengyuan Zhu, Xinyue Chang, Yuyu Zhou	A Submonthly Surface Water Classification Framework via Gap-Fill Imputation and Random Forest Classifiers of Landsat Imagery.	Remote. Sens.	2021	DBLP DOI BibTeX RDF
12	Zool Hilmi Ismail, Nor Anija Jalaludin	An Augmented Multiple Imputation Particle Filter for River State Estimation With Missing Observation.	Frontiers Robotics AI	2021	DBLP DOI BibTeX RDF
12	Nickolas Savarimuthu, Shobha Karesiddaiah	An unsupervised neural network approach for imputation of missing values in univariate time series data.	Concurr. Comput. Pract. Exp.	2021	DBLP DOI BibTeX RDF
12	Jinjun Tang, Xinshao Zhang, Weiqi Yin, Yajie Zou, Yinhai Wang	Missing data imputation for traffic flow based on combination of fuzzy neural network and rough set theory.	J. Intell. Transp. Syst.	2021	DBLP DOI BibTeX RDF
12	Jingchen Hu, Olanrewaju Akande, Quanli Wang	Multiple Imputation and Synthetic Data Generation with NPBayesImputeCat.	R J.	2021	DBLP DOI BibTeX RDF
12	David Moriña, Gilma Hernández-Herrera, Albert Navarro	miRecSurv Package: Prentice-Williams-Peterson Models with Multiple Imputation of Unknown Number of Previous Episodes.	R J.	2021	DBLP DOI BibTeX RDF
12	Farhad Pishgar, Noah Greifer, Clémence Leyrat, Elizabeth A. Stuart	MatchThem: : Matching and Weighting after Multiple Imputation.	R J.	2021	DBLP DOI BibTeX RDF
12	Rebecca E. Wilson, Idris A. Eckley, Matthew A. Nunes, Timothy Park	A wavelet-based approach for imputation in nonstationary multivariate time series.	Stat. Comput.	2021	DBLP DOI BibTeX RDF
12	Hiroko Nagashima, Yuka Kato	Flexible Imputation Method for Sensor Data based on Programming by Example: APREP-S.	J. Inf. Process.	2021	DBLP DOI BibTeX RDF
12	Kyoham Shin, Jongmin Han, Seokho Kang 0001	MI-MOTE: Multiple imputation-based minority oversampling technique for imbalanced and incomplete data classification.	Inf. Sci.	2021	DBLP DOI BibTeX RDF
12	Ying Zhang 0015, Baohang Zhou, Xiangrui Cai, Wenya Guo, Xiaoke Ding, Xiaojie Yuan	Missing value imputation in multivariate time series with end-to-end generative adversarial networks.	Inf. Sci.	2021	DBLP DOI BibTeX RDF
12	Zhenkun Shi, Sen Wang 0001, Lin Yue, Lixin Pang, Xianglin Zuo, Wanli Zuo, Xue Li 0001	Deep dynamic imputation of clinical time series for mortality prediction.	Inf. Sci.	2021	DBLP DOI BibTeX RDF
12	R. J. Kuo 0001, Cheng-Kang Chen, Shao-Hong Keng	Application of hybrid metaheuristic with perturbation-based K-nearest neighbors algorithm and densest imputation to collaborative filtering in recommender systems.	Inf. Sci.	2021	DBLP DOI BibTeX RDF
12	Shahla Faisal, Gerhard Tutz 0001	Multiple imputation using nearest neighbor methods.	Inf. Sci.	2021	DBLP DOI BibTeX RDF
12	Ibrahim Gad, Doreswamy Hosahalli, B. R. Manjunatha, Osama A. Ghoneim	A robust deep learning model for missing value imputation in big NCDC dataset.	Iran J. Comput. Sci.	2021	DBLP DOI BibTeX RDF
12	Karesiddaiah Shobha, Nickolas Savarimuthu	Clustering based imputation algorithm using unsupervised neural network for enhancing the quality of healthcare data.	J. Ambient Intell. Humaniz. Comput.	2021	DBLP DOI BibTeX RDF
12	Esha Sarkar, Eduardo Chielle, Gamze Gürsoy, Oleg Mazonka, Mark Gerstein, Michail Maniatakos	Fast and Scalable Private Genotype Imputation Using Machine Learning and Partially Homomorphic Encryption.	IEEE Access	2021	DBLP DOI BibTeX RDF
12	Amir Kazemi, Hadi Meidani	IGANI: Iterative Generative Adversarial Networks for Imputation With Application to Traffic Data.	IEEE Access	2021	DBLP DOI BibTeX RDF
12	Woonghee Lee 0002, Jaeyoung Lee, Younghoon Kim	Contextual Imputation With Missing Sequence of EEG Signals Using Generative Adversarial Networks.	IEEE Access	2021	DBLP DOI BibTeX RDF
12	Aurora González-Vidal, Punit Rathore, Aravinda S. Rao, José Mendoza-Bernal, Marimuthu Palaniswami, Antonio F. Skarmeta-Gómez	Missing Data Imputation With Bayesian Maximum Entropy for Internet of Things Applications.	IEEE Internet Things J.	2021	DBLP DOI BibTeX RDF
12	Julia I. Fernández, José A. Pagura, Marta B. Quaglino	Assessment of the effect of imputation of missing values on the performance of Phase II multivariate control charts.	Qual. Reliab. Eng. Int.	2021	DBLP DOI BibTeX RDF
12	Hao Cheng	Importance sampling imputation algorithms in quantile regression with their application in CGSS data.	Math. Comput. Simul.	2021	DBLP DOI BibTeX RDF
12	Daoming Wan, Roozbeh Razavi-Far, Mehrdad Saif, Niloofar Mozafari	COLI: Collaborative clustering missing data imputation.	Pattern Recognit. Lett.	2021	DBLP DOI BibTeX RDF
12	Ujjwol Shrestha, Abeer Alsadoon, P. W. C. Prasad, Sarmad Al Aloussi, Omar Hisham Alsadoon	Supervised machine learning for early predicting the sepsis patient: modified mean imputation and modified chi-square feature selection.	Multim. Tools Appl.	2021	DBLP DOI BibTeX RDF
12	Yan Xia 0002, Le Zhang 0005, Nishant Ravikumar, Rahman Attar, Stefan K. Piechnik, Stefan Neubauer, Steffen E. Petersen, Alejandro F. Frangi	Recovering from missing data in population imaging - Cardiac MR image imputation via conditional generative adversarial nets.	Medical Image Anal.	2021	DBLP DOI BibTeX RDF
12	Samar Mahmoud, Benedict W. J. Irwin, Dmitriy Chekmarev, Shyam Vyas, Jeff Kattas, Thomas M. Whitehead, Tamsin Mansley, Jack Bikker, Gareth John Conduit, Matthew D. Segall	Imputation of sensory properties using deep learning.	J. Comput. Aided Mol. Des.	2021	DBLP DOI BibTeX RDF
12	Chenyang Xu, Lei Cai, Jingyang Gao	An efficient scRNA-seq dropout imputation method using graph attention network.	BMC Bioinform.	2021	DBLP DOI BibTeX RDF
12	Xinshan Zhu, Jiayu Wang, Biao Sun, Chao Ren 0003, Ting Yang, Jie Ding	An efficient ensemble method for missing value imputation in microarray gene expression data.	BMC Bioinform.	2021	DBLP DOI BibTeX RDF
12	Tim W. McInerney, Brian Fulton-Howard, Christopher Patterson, Devashi Paliwal, Lars S. Jermiin, Hardip R. Patel, Judy Pa, Russell H. Swerdlow, Alison M. Goate, Simon Easteal, Shea J. Andrews	A globally diverse reference alignment and panel for imputation of mitochondrial DNA variants.	BMC Bioinform.	2021	DBLP DOI BibTeX RDF
12	Yan Zheng, Yuanke Zhong, Jialu Hu, Xuequn Shang	SCC: an accurate imputation method for scRNA-seq dropouts based on a mixture model.	BMC Bioinform.	2021	DBLP DOI BibTeX RDF
12	Jürgen Kühling	Scoring, Plausibilisierung und Imputation.	Datenschutz und Datensicherheit	2021	DBLP DOI BibTeX RDF
12	Moritz Weber, Marian Turowski, Hüseyin Kemâl Çakmak, Ralf Mikut, Uwe G. Kühnapfel, Veit Hagenmeyer	Data-Driven Copy-Paste Imputation for Energy Time Series.	IEEE Trans. Smart Grid	2021	DBLP DOI BibTeX RDF
12	Gang Liu, Jukka-Pekka Onnela	Bidirectional imputation of spatial GPS trajectories with missingness using sparse online Gaussian Process.	J. Am. Medical Informatics Assoc.	2021	DBLP DOI BibTeX RDF
12	Xin Yao 0006, Yong Gao 0003, Di Zhu 0004, Ed Manley, Jiaoe Wang, Yu Liu 0003	Spatial Origin-Destination Flow Imputation Using Graph Convolutional Networks.	IEEE Trans. Intell. Transp. Syst.	2021	DBLP DOI BibTeX RDF
12	Maxime Peralta, Pierre Jannin, Claire Haegelen, John S. H. Baxter	Data imputation and compression for Parkinson's disease clinical questionnaires.	Artif. Intell. Medicine	2021	DBLP DOI BibTeX RDF
12	Gerome Vivar, Anees Kazi, Hendrik Burwinkel, Andreas Zwergal, Nassir Navab, Seyed-Ahmad Ahmadi	Simultaneous imputation and classification using Multigraph Geometric Matrix Completion (MGMC): Application to neurodegenerative disease classification.	Artif. Intell. Medicine	2021	DBLP DOI BibTeX RDF
12	Xinqing Li, Tanguy Tresor Sindihebura, Lei Zhou, Carlos M. Duarte 0002, Daniel P. Costa, Mark A. Hindell, Clive McMahon, Mônica M. C. Muelbert, Xiangliang Zhang 0001, Chengbin Peng	A prediction and imputation method for marine animal movement data.	PeerJ Comput. Sci.	2021	DBLP DOI BibTeX RDF
12	Khaled M. Fouad, Mahmoud M. Ismail, Ahmad Taher Azar, Mona M. Arafa	Advanced methods for missing values imputation based on similarity learning.	PeerJ Comput. Sci.	2021	DBLP DOI BibTeX RDF
12	Xiaochen Lai, Jinchong Zhu, Liyong Zhang, Zheng Zhang, Wei Lu 0005	Attribute-Associated Neuron Modeling and Missing Value Imputation for Incomplete Data.	Wirel. Commun. Mob. Comput.	2021	DBLP DOI BibTeX RDF
12	Garib Nath Singh, Mohd Khalid, Jong-Min Kim 0001	Some imputation methods to deal with the problems of missing data in two-occasion successive sampling.	Commun. Stat. Simul. Comput.	2021	DBLP DOI BibTeX RDF
12	Caio Eduardo Ribeiro, Alex Alves Freitas	A data-driven missing value imputation approach for longitudinal datasets.	Artif. Intell. Rev.	2021	DBLP DOI BibTeX RDF
12	Lei Wang, Siying Sun, Zheng Xia	An Efficient Multiple Imputation Approach for Estimating Equations with Response Missing at Random and High-Dimensional Covariates.	J. Syst. Sci. Complex.	2021	DBLP DOI BibTeX RDF
12	Hufsa Khan, Xizhao Wang, Han Liu 0002	Missing value imputation through shorter interval selection driven by Fuzzy C-Means clustering.	Comput. Electr. Eng.	2021	DBLP DOI BibTeX RDF
12	Davide Andrea Guastella, Guilhem Marcillaud, Cesare Valenti	Edge-Based Missing Data Imputation in Large-Scale Environments.	Inf.	2021	DBLP DOI BibTeX RDF
12	Cinthya de M. França, Rodrigo S. Couto 0001, Pedro B. Velloso	Missing Data Imputation in Internet of Things Gateways.	Inf.	2021	DBLP DOI BibTeX RDF
12	Shashi Bhushan, Abhay Pratap Pandey	Optimal imputation of the missing data using multi auxiliary information.	Comput. Stat.	2021	DBLP DOI BibTeX RDF
12	Hamed Mohammadi, Sajjad Talesh Hosseini, Omid Asghari, Camilla Zacche da Silva, Jeff B. Boisvert	A direct sampling multiple point statistical approach for multivariate imputation of unequally sampled compositional variables and categorical data.	Comput. Geosci.	2021	DBLP DOI BibTeX RDF
12	Nasser Madani, Talgatbek Bazarbekov	Enhanced conditional Co-Gibbs sampling algorithm for data imputation.	Comput. Geosci.	2021	DBLP DOI BibTeX RDF
12	Runhai Feng, Dario Grana, Niels Balling	Imputation of missing well log data by random forest and its uncertainty analysis.	Comput. Geosci.	2021	DBLP DOI BibTeX RDF
12	Chenggong Han, Qing Xie, Shili Lin	Are dropout imputation methods for scRNA-seq effective for scHi-C data?	Briefings Bioinform.	2021	DBLP DOI BibTeX RDF
12	Shuo Shi, Qiheng Qian, Shuhuan Yu, Qi Wang, Jinyue Wang, Jingyao Zeng, Zhenglin Du, Jing-Fa Xiao	RefRGim: an intelligent reference panel reconstruction method for genotype imputation with convolutional neural networks.	Briefings Bioinform.	2021	DBLP DOI BibTeX RDF
12	Mingyi Liu, Ashok Dongre	Proper imputation of missing values in proteomics datasets for differential expression analysis.	Briefings Bioinform.	2021	DBLP DOI BibTeX RDF
12	Dimitris Bertsimas, Agni Orfanoudaki, Colin Pawlowski	Imputation of clinical covariates in time series.	Mach. Learn.	2021	DBLP DOI BibTeX RDF
12	Nicole S. Erler, Dimitris Rizopoulos, Emmanuel M. E. H. Lesaffre	JointAI: Joint Analysis and Imputation of Incomplete Data in R.	J. Stat. Softw.	2021	DBLP DOI BibTeX RDF
12	Yingjie Gao, Zhiquan Yang, Wenqian Yang, Yanbo Yang, Jing Gong, Qing-Yong Yang, Xiaohui Niu	Plant-ImputeDB: an integrated multiple plant reference panel database for genotype imputation.	Nucleic Acids Res.	2021	DBLP DOI BibTeX RDF
12	Saqib Ejaz Awan, Mohammed Bennamoun, Ferdous Sohel, Frank M. Sanfilippo, Girish Dwivedi	Imputation of missing data with class imbalance using conditional generative adversarial networks.	Neurocomputing	2021	DBLP DOI BibTeX RDF
12	Zhenyuan Wang, Chih-Fong Tsai, Wei-Chao Lin	Data cleaning issues in class imbalanced datasets: instance selection and missing values imputation for one-class classifiers.	Data Technol. Appl.	2021	DBLP DOI BibTeX RDF
12	Tressy Thomas, Enayat Rajabi	A systematic review of machine learning-based missing value imputation techniques.	Data Technol. Appl.	2021	DBLP DOI BibTeX RDF
12	Junlin Xu, Lijun Cai, Bo Liao, Wen Zhu, Jialiang Yang	CMF-Impute: an accurate imputation tool for single cell RNA-seq data.	Bioinform.	2021	DBLP DOI BibTeX RDF
12	Jianxiong Tang, Jianxiao Zou, Mei Fan, Qi Tian, Jiyang Zhang, Shicai Fan	CaMelia: imputation in single-cell methylomes based on local similarities between cells.	Bioinform.	2021	DBLP DOI BibTeX RDF
12	Benjamin B. Chu, Eric M. Sobel, Rory Wasiolek, Seyoon Ko, Janet S. Sinsheimer, Hua Zhou 0001, Kenneth Lange	A fast data-driven method for genotype imputation, phasing and local ancestry inference: MendelImpute.jl.	Bioinform.	2021	DBLP DOI BibTeX RDF
12	Sonia Goel, Meena Tushir	A new imputation-based incomplete data-driven fuzzy modeling for accuracy improvement in ubiquitous computing applications.	Int. J. Pervasive Comput. Commun.	2021	DBLP DOI BibTeX RDF
12	Binbin Gu, Zhixu Li, An Liu 0002, Jiajie Xu 0001, Lei Zhao 0001, Xiaofang Zhou 0001	Improving the Quality of Web-Based Data Imputation With Crowd Intervention.	IEEE Trans. Knowl. Data Eng.	2021	DBLP DOI BibTeX RDF
12	Roozbeh Razavi-Far, Maryam Farajzadeh-Zanjani, Boyu Wang 0004, Mehrdad Saif, Shiladitya Chakrabarti	Imputation-Based Ensemble Techniques for Class Imbalance Learning.	IEEE Trans. Knowl. Data Eng.	2021	DBLP DOI BibTeX RDF
12	Shahana Ibrahim, Xiao Fu 0001	Crowdsourcing via Annotator Co-occurrence Imputation and Provable Symmetric Nonnegative Matrix Factorization.	CoRR	2021	DBLP BibTeX RDF
12	Chao Ma 0019, Cheng Zhang 0005	Identifiable Generative Models for Missing Not at Random Data Imputation.	CoRR	2021	DBLP BibTeX RDF
12	Deyu Ming, Daniel B. Williamson, Serge Guillas	Deep Gaussian Process Emulation using Stochastic Imputation.	CoRR	2021	DBLP BibTeX RDF
12	Pablo Morales-Alvarez, Angus Lamb, Simon Woodhead 0002, Simon Peyton Jones, Miltiadis Allamanis, Cheng Zhang 0005	VICause: Simultaneous Missing Value Imputation and Causal Discovery with Groups.	CoRR	2021	DBLP BibTeX RDF
12	Yufeng Wang 0012, Dan Li, Cong Xu, Min Yang 0009	Missingness Augmentation: A General Approach for Improving Generative Imputation Models.	CoRR	2021	DBLP BibTeX RDF
12	Minhao Liu, Zhijian Xu, Qiang Xu 0001	DeepFIB: Self-Imputation for Time Series Anomaly Detection.	CoRR	2021	DBLP BibTeX RDF
12	Marine Le Morvan, Julie Josse, Erwan Scornet, Gaël Varoquaux	What's a good imputation to predict with missing values?	CoRR	2021	DBLP BibTeX RDF
12	Zongyu Dai, Zhiqi Bu, Qi Long	Multiple Imputation via Generative Adversarial Network for High-dimensional Blockwise Missing Value Problems.	CoRR	2021	DBLP BibTeX RDF
12	Shayegan Omidshafiei, Daniel Hennes, Marta Garnelo, Eugene Tarassov, Zhe Wang, Romuald Elie, Jerome T. Connor, Paul Muller, Ian Graham, William Spearman, Karl Tuyls	Time-series Imputation of Temporally-occluded Multiagent Trajectories.	CoRR	2021	DBLP BibTeX RDF
12	Moritz Weber, Marian Turowski, Hüseyin Kemâl Çakmak, Ralf Mikut, Uwe G. Kühnapfel, Veit Hagenmeyer	Data-Driven Copy-Paste Imputation for Energy Time Series.	CoRR	2021	DBLP BibTeX RDF
12	Yinchong Yang, Zhiliang Wu, Volker Tresp, Peter A. Fasching	Categorical EHR Imputation with Generative Adversarial Nets.	CoRR	2021	DBLP BibTeX RDF
12	Burim Ramosaj, Justus Tulowietzki, Markus Pauly	On the Relation between Prediction and Imputation Accuracy under Missing Covariates.	CoRR	2021	DBLP BibTeX RDF
12	Zhenhua Wang, Olanrewaju Akande, Jason Poulos, Fan Li	Are deep learning models superior for missing data imputation in large surveys? Evidence from an empirical comparison.	CoRR	2021	DBLP BibTeX RDF
12	Tejas Y. Deo	Data imputation and comparison of custom ensemble models with existing libraries like XGBoost, Scikit learn, etc. for Predictive Equipment failure.	CoRR	2021	DBLP BibTeX RDF