Search Results - "Missing data"

An Integer Programming Approach to Subspace Clustering with Missing Data.

Soni, Akhilesh¹ (AUTHOR) akhileshsoni95@gmail.com, Linderoth, Jeff¹ (AUTHOR) linderoth@wisc.edu, Luedtke, James¹ (AUTHOR) jim.luedtke@wisc.edu, Pimentel-Alarcón, Daniel² (AUTHOR) pimentelalar@wisc.edu

Variational inference-based transfer learning for profile monitoring with incomplete data.

Fallahdizcheh, Amirhossein¹ (AUTHOR), Wang, Chao¹ (AUTHOR) chao-wang-2@uiowa.edu

Missing Financial Data.

Bryzgalova, Svetlana¹ (AUTHOR), Lerner, Sven² (AUTHOR), Lettau, Martin³ (AUTHOR), Pelger, Markus⁴ (AUTHOR)

Missing Data Substitution for Enhanced Robust Filtering and Forecasting in Linear State-Space Models.

Dobrev, Dobrislav¹ dobrislav.p.dobrev@frb.gov, Szerszeń, Paweł J.¹ pawel.j.szerszen@frb.gov

Meta-learning-based approach for IoT data analytics.

Utukuru, Sairam^1,2 (AUTHOR) usairam_it@cbit.ac.in, Radha Krishna, P² (AUTHOR) prkrishna@nitw.ac.in

A probabilistic approach to visualize the effect of missing data on PCA in ancient human genomics.

Zabel, Susanne¹ (AUTHOR) susanne.zabel@uni-tuebingen.de, Breitling, Samira¹ (AUTHOR) samira.breitling@uni-tuebingen.de, Posth, Cosimo^2,3 (AUTHOR) cosimo.posth@uni-tuebingen.de, Nieselt, Kay¹ (AUTHOR) kay.nieselt@uni-tuebingen.de

Impute the missing data by combining retrieved dropouts and return to baseline method.

Li, Xiaozhou¹ (AUTHOR), Yang, Zhenyu² (AUTHOR), Yuan, Chuanji¹ (AUTHOR), Liu, Jiaqing¹ (AUTHOR), Li, Zuojing¹ (AUTHOR) zuojing1006@hotmail.com

Comparison of methods to handle missing values in a continuous index test in a diagnostic accuracy study – a simulation study.

Stahlmann, Katharina¹ (AUTHOR) k.stahlmann@uke.de, Kellerhuis, Bastiaan^2,3 (AUTHOR), Reitsma, Johannes B.² (AUTHOR), Dendukuri, Nandini⁴ (AUTHOR), Zapf, Antonia¹ (AUTHOR)

The association between circadian syndrome and possible sarcopenia in an aging population: A 4-year follow-up study.

Zhong, Qian¹ (AUTHOR), Ren, Li² (AUTHOR), Wang, Tianhong^1,3 (AUTHOR), An, Zhenmei¹ (AUTHOR) azmhxnfm@163.com, Hua, Yusi⁴ (AUTHOR) yusihua@wchscu.cn

Two-stage multiple imputation with a longitudinal composite variable.

Wang, Xuzhi¹ (AUTHOR) xwang19@bu.edu, Larson, Martin G.¹ (AUTHOR), Liu, Chunyu¹ (AUTHOR)

Improving the accuracy of prediction models for small datasets of Cytochrome P450 inhibition with deep learning.

Permadi, Elpri Eka^1,2 (AUTHOR), Watanabe, Reiko¹ (AUTHOR) reiko-watanabe@protein.osaka-u.ac.jp, Mizuguchi, Kenji¹ (AUTHOR) kenji@protein.osaka-u.ac.jp

The impact of missing data rates and imputation methods on the assumption of unidimensionality.

Baniamer, Ayman Omar¹ (AUTHOR) ayman.baniamer@wise.edu.jo

Separated or joint models of repeated multivariate data to estimate individuals' disease trajectories with application to scleroderma.

Kim, Ji Soo^1,2 (AUTHOR) jkim478@jhu.edu, Shah, Ami A.¹ (AUTHOR), Hummers, Laura K.¹ (AUTHOR), Zeger, Scott L.² (AUTHOR)

Serum Klotho levels and epilepsy among U.S. adults in the NHANES 2013–2016: a cross-sectional study.

Chen, Minghong^1,2,3 (AUTHOR), Chen, Junyu^1,2,3 (AUTHOR), Wang, Xuerui⁴ (AUTHOR), Long, Tianyi^3,5 (AUTHOR) lty19860817@csu.edu.cn

Data reconstruction for tunnel structural health monitoring: An updated KNN model with gray relational analysis.

Liu, Jinquan^1,2 (AUTHOR) jinquan.liu@polyu.edu.hk, Zhang, Yu³ (AUTHOR), Wang, Song⁴ (AUTHOR)

A Reduced Modeling Approach for Making Predictions with Incomplete Data Having Blockwise Missing Patterns.

Srinivasan, Karthik¹ (AUTHOR) karthiks@ku.edu, Currim, Faiz² (AUTHOR) currim@arizona.edu, Ram, Sudha² (AUTHOR) sram@arizona.edu

Optimizing Imputation for Educational Data: Exploring Training Partition and Missing Data Ratios.

Collier, Zachary K.¹ (AUTHOR) zachary.collier@uconn.edu, Chawla, Kamal² (AUTHOR), Soyoye, Olushola² (AUTHOR)

Poor reporting quality and high proportion of missing data in economic evaluations alongside pragmatic trials: a cross-sectional survey.

Xin, Yu¹ (AUTHOR), Song, Ruomeng² (AUTHOR), Hao, Jun^3,4,5 (AUTHOR), Li, Wentan² (AUTHOR), Wu, Changjin⁶ (AUTHOR), Zuo, Ling^7,8 (AUTHOR), Cai, Yuanyi² (AUTHOR), Zhang, Xiyan² (AUTHOR), Wu, Huazhang² (AUTHOR), Hui, Wen¹ (AUTHOR) huiwen@scu.edu.cn

Aortic Root Replacement Procedures: A Validation Study of the Western Denmark Heart Registry from 1999 to 2022.

Ravn, Emil Johannes^1,2 (AUTHOR), Poulsen, Viktor^1,2 (AUTHOR), Mortensen, Poul Erik^1,3 (AUTHOR), Dahl, Jordi Sanchez^2,3,4 (AUTHOR), Øvrehus, Kristian^2,5 (AUTHOR), Gerke, Oke^3,4,6 (AUTHOR), Modrau, Ivy Susanne^5,6,7 (AUTHOR), Müllertz, Katrine^1,7 (AUTHOR), Riber, Lars Peter Schødt^1,2,3 (AUTHOR), Krasniqi, Lytfi^1,3 (AUTHOR) lytfi.krasniqi@rsyd.dk

Handling missing values in patient-reported outcome data in the presence of intercurrent events.

Thomassen, Doranne¹ (AUTHOR), Roychoudhury, Satrajit² (AUTHOR), Amdal, Cecilie Delphin^3,4 (AUTHOR), Reynders, Dries⁵ (AUTHOR), Musoro, Jammbe Z.⁶ (AUTHOR), Sauerbrei, Willi⁷ (AUTHOR), Goetghebeur, Els⁵ (AUTHOR), le Cessie, Saskia^1,5,8 (AUTHOR) s.le_cessie@lumc.nl, Kamalakar, Rajesh (AUTHOR), Sail, Kavita (AUTHOR), Basch, Ethan (AUTHOR), Reijneveld, Jaap (AUTHOR), Gerlinger, Christoph (AUTHOR), Alanya, Ahu (AUTHOR), Rumpold, Gerhard (AUTHOR), Sasseville, Maxime (AUTHOR), Black, Jennifer (AUTHOR), Molenberghs, Geert (AUTHOR), Rantell, Khadija (AUTHOR), Schlichting, Michael (AUTHOR)