Zobrazeno 1 - 10
of 226
pro vyhledávání: '"Imputation method"'
Autor:
Jayaraman Kumarappan, Elakkiya Rajasekar, Subramaniyaswamy Vairavasundaram, Ketan Kotecha, Ambarish Kulkarni
Publikováno v:
International Journal of Computational Intelligence Systems, Vol 17, Iss 1, Pp 1-15 (2024)
Abstract In this study, the research presents the Federated Learning Enhanced Multi-Layer Perceptron (Fed-MLP) Long Short-Term Memory that is suggested by the research. The research intends to use the LSTM networks extensively that are proficient in
Externí odkaz:
https://doaj.org/article/9c1680bb54ad402da5862fcffe83add4
Publikováno v:
Systems Science & Control Engineering, Vol 12, Iss 1 (2024)
In response to the problem of missing traffic flow data on highways, to solve the problem of insufficient mining of traffic flow characteristics using existing spatiotemporal correlation repair methods, a missing data repair method based on spatiotem
Externí odkaz:
https://doaj.org/article/f6ddc9d04c014c2fbfb835a590014ef6
Autor:
Andersen, Torben Juul, author
Publikováno v:
A Study of Risky Business Outcomes: Adapting to Strategic Disruption
Autor:
Varun Agiwal, Sirshendu Chaudhuri
Publikováno v:
Current Medical Issues, Vol 22, Iss 1, Pp 60-62 (2024)
Missing data can introduce biases and affect the generalizability of research findings, undermining the scientific rigor of studies and impeding the development of evidence-based practices. To overcome these challenges, health-care providers and rese
Externí odkaz:
https://doaj.org/article/e0d12d69b1e74a458f6ee94a106a1ea2
Autor:
Natthapat Thongsak, Nuanpan Lawson
Publikováno v:
Journal of Air Pollution and Health, Vol 8, Iss 3 (2023)
Introduction: Chiang Mai’s air pollution has risen to number one in the world for the highest level of fine particulate matter which further exacerbates the damage to human health. Fine particulate matter can enter the human body and blood circulat
Externí odkaz:
https://doaj.org/article/2fe277335d2e4930aa2a0c8ffdee4b73
Akademický článek
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Autor:
Jun Teng, Changheng Zhao, Dan Wang, Zhi Chen, Hui Tang, Jianbin Li, Cheng Mei, Zhangping Yang, Chao Ning, Qin Zhang
Publikováno v:
Journal of Dairy Science, Vol 105, Iss 4, Pp 3355-3366 (2022)
ABSTRACT: Low-coverage sequencing (LCS) followed by imputation has been proposed as a cost-effective genotyping approach for obtaining genotypes of whole-genome variants. Imputation performance is essential for the effectiveness of this approach. Sev
Externí odkaz:
https://doaj.org/article/e0c025fb09144b3b8dd6b4152f6cc53f
Autor:
Nanhua Zhang, Chunyan Liu, Steven J Steiner, Richard B Colletti, Robert Baldassano, Shiran Chen, Stanley Cohen, Michael D Kappelman, Shehzad Saeed, Laurie S Conklin, Richard Strauss, Sheri Volger, Eileen King, Kim Hung Lo
Publikováno v:
Journal of Comparative Effectiveness Research, Vol 12, Iss 4 (2023)
Aim: To evaluate the performance of the multiple imputation (MI) method for estimating clinical effectiveness in pediatric Crohn’s disease in the ImproveCareNow registry; to address the analytical challenge of missing data. Materials & methods: S
Externí odkaz:
https://doaj.org/article/42b5218f58e84896b2411ed5c8d20447
Publikováno v:
Remote Sensing, Vol 15, Iss 13, p 3374 (2023)
In intelligent traffic control systems, the features extracted by loop detectors are insufficient to accurately impute missing data. Most of the existing imputation methods use only these extracted features, which leads to the construction of data mo
Externí odkaz:
https://doaj.org/article/453689ac07a0474b955ed698af57ded2
Autor:
Francisco R. da S. Pereira, Aliny A. Dos Reis, Rodrigo G. Freitas, Stanley R. de M. Oliveira, Lucas R. do Amaral, Gleyce K. D. A. Figueiredo, João F. G. Antunes, Rubens A. C. Lamparelli, Edemar Moro, Paulo S. G. Magalhães
Publikováno v:
ISPRS International Journal of Geo-Information, Vol 12, Iss 2, p 41 (2023)
The recent advances in unmanned aerial vehicle (UAV)-based remote sensing systems have broadened the remote sensing applications for agriculture. Despite the great possibilities of using UAVs to monitor agricultural fields, specific problems related
Externí odkaz:
https://doaj.org/article/fbb189f6fa6044ce854b885e392ad230