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Publication search results
found 200 matches
- 2021
- Yan Zheng, Yuanke Zhong, Jialu Hu, Xuequn Shang:
SCC: an accurate imputation method for scRNA-seq dropouts based on a mixture model. BMC Bioinform. 22(1): 5 (2021) - Garib Nath Singh, Mohd Khalid
, Jong-Min Kim:
Some imputation methods to deal with the problems of missing data in two-occasion successive sampling. Commun. Stat. Simul. Comput. 50(2): 557-580 (2021) - Dunlu Peng, Mengping Zou, Cong Liu, Jing Lu:
RESI: A Region-Splitting Imputation method for different types of missing data. Expert Syst. Appl. 168: 114425 (2021) - Hiroko Nagashima, Yuka Kato:
Flexible Imputation Method for Sensor Data based on Programming by Example: APREP-S. J. Inf. Process. 29: 157-165 (2021) - Hyeonwoo Yu, Jean Oh:
A Missing Data Imputation Method for 3D Object Reconstruction using Multi-modal Variational Autoencoder. CoRR abs/2101.10391 (2021) - 2020
- Hyundoo Jeong, Zhandong Liu
:
PRIME: a probabilistic imputation method to reduce dropout effects in single-cell RNA sequencing. Bioinform. 36(13): 4021-4029 (2020) - Burim Ramosaj, Lubna Amro, Markus Pauly
:
A cautionary tale on using imputation methods for inference in matched-pairs design. Bioinform. 36(10): 3099-3106 (2020) - Sergio Arciniegas-Alarcón
, Marisol García-Peña, Paulo Canas Rodrigues:
New multiple imputation methods for genotype-by-environment data that combine singular value decomposition and Jackknife resampling or weighting schemes. Comput. Electron. Agric. 176: 105617 (2020) - Rubul Kumar Bania, Anindya Halder
:
R-Ensembler: A greedy rough set based ensemble attribute selection algorithm with kNN imputation for classification of medical data. Comput. Methods Programs Biomed. 184: 105122 (2020) - Kyungmee Choi, Sung Min Park, Seunghoon Han, Dong-Seok Yim:
A partial imputation EM-algorithm to adjust the overestimated shape parameter of the Weibull distribution fitted to the clinical time-to-event data. Comput. Methods Programs Biomed. 197: 105697 (2020) - Shashi Bhushan, Abhay Pratap Pandey, Arvind Pandey
:
On optimality of imputation methods for estimation of population mean using higher order moment of an auxiliary variable. Commun. Stat. Simul. Comput. 49(6): 1560-1574 (2020) - Shen-Ming Lee, T. Martin Lukusa, Chin-Shang Li:
Estimation of a zero-inflated Poisson regression model with missing covariates via nonparametric multiple imputation methods. Comput. Stat. 35(2): 725-754 (2020) - Firouzeh Noghrehchi, Jakub Stoklosa, Spiridon I. Penev:
Multiple imputation and functional methods in the presence of measurement error and missingness in explanatory variables. Comput. Stat. 35(3): 1291-1317 (2020) - Alexander D. Stead
, Phill Wheat
:
The case for the use of multiple imputation missing data methods in stochastic frontier analysis with illustration using English local highway data. Eur. J. Oper. Res. 280(1): 59-77 (2020) - Aldi T. Kraja, E. Warwick Daw, Petra Lenzini, Lihua Wang, Shiow J. Lin, Christine A. Williams, Alan B. Wells, Kathryn L. Lunetta
, Joanne M. Murabito, Paola Sebastiani, Giuseppe Tosto, Sandra Barral, Ryan L. Minster, Anatoly Yashin, Thomas Perls, Michael A. Province:
A comparison of genetic imputation methods using Long Life Family Study genotypes and sequence data with the 1000 Genome reference panel. Int. J. Bioinform. Res. Appl. 16(1): 59-84 (2020) - Karshiev Sanjar, Olimov Bekhzod, Jaesoo Kim, Anand Paul
, Jeonghong Kim
:
Missing Data Imputation for Geolocation-based Price Prediction Using KNN-MCF Method. ISPRS Int. J. Geo Inf. 9(4): 227 (2020) - Stephanie Garies
, Michael Cummings, Hude Quan
, Kerry A. McBrien, Neil Drummond, Donna Manca, Tyler S. Williamson:
Methods to improve the quality of smoking records in a primary care EMR database: exploring multiple imputation and pattern-matching algorithms. BMC Medical Informatics Decis. Mak. 20(1): 56 (2020) - Zhao-Yue Chen
, Jie-Qi Jin, Rong Zhang, Tian-Hao Zhang, Jin-Jian Chen, Jun Yang
, Chun-Quan Ou, Yuming Guo
:
Comparison of Different Missing-Imputation Methods for MAIAC (Multiangle Implementation of Atmospheric Correction) AOD in Estimating Daily PM2.5 Levels. Remote. Sens. 12(18): 3008 (2020) - Junsheng Huang
, Baohua Mao, Yun Bai, Tong Zhang, Changjun Miao:
An Integrated Fuzzy C-Means Method for Missing Data Imputation Using Taxi GPS Data. Sensors 20(7): 1992 (2020) - Shu-Fen Huang, Ching-Hsue Cheng:
A Safe-Region Imputation Method for Handling Medical Data with Missing Values. Symmetry 12(11): 1792 (2020) - Hariom Dhungana, Francesco Bellotti, Riccardo Berta, Alessandro De Gloria:
Performance Comparison of Imputation Methods in Building Energy Data Sets. ApplePies 2020: 144-151 - Baligh Al-Helali, Qi Chen, Bing Xue, Mengjie Zhang:
Genetic Programming-Based Selection of Imputation Methods in Symbolic Regression with Missing Values. Australasian Conference on Artificial Intelligence 2020: 163-175 - Ruiqing Zheng, Zhenlan Liang, Xiangmao Meng, Yu Tian, Min Li:
A robust single cell clustering method based on subspace learning and partial imputation. BIBM 2020: 140-145 - Mason Chen, Charles Chen:
Optimize Neural Network Algorithm of Missing Value Imputation for Clustering Chocolate Product Types Following "STEAMS" Methodology. CATA 2020: 230-241 - Edwar Macias Toro, Javier Serrano, José López Vicario, Antoni Morell:
Novel Imputation Method Using Average Code from Autoencoders in Clinical Data. EUSIPCO 2020: 1576-1579 - Lan Yang, Jason Amaro Chiang:
Use Case and Performance Analyses for Missing Data Imputation Methods in Big Data Analytics. ICCDE 2020: 107-111 - Nadav Shalit, Michael Fire, Eran Ben-Elia:
Imputation of Missing Boarding Stop Information in Smart Card Data with Machine Learning Methods. IDEAL (1) 2020: 17-27 - Yongshun Gong, Zhibin Li, Jian Zhang, Wei Liu, Bei Chen, Xiangjun Dong:
A Spatial Missing Value Imputation Method for Multi-view Urban Statistical Data. IJCAI 2020: 1310-1316 - Olga Altukhova:
Choice of method imputation missing values for obstetrics clinical data. KES 2020: 976-984 - Christos Platias, Georgios Petasis:
A Comparison of Machine Learning Methods for Data Imputation. SETN 2020: 150-159
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