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Shuwen Hu
Shuwen Hu
CERC Postdoctoral Fellow, CSIRO
Verified email at csiro.au
Title
Cited by
Cited by
Year
Inclusion of features derived from a mixture of time window sizes improved classification accuracy of machine learning algorithms for sheep grazing behaviours
S Hu, A Ingham, S Schmoelzl, J McNally, B Little, D Smith, ...
Computers and Electronics in Agriculture 179, 105857, 2020
232020
Robust regression with data-dependent regularization parameters and autoregressive temporal correlations
N Wang, YG Wang, S Hu, ZH Hu, J Xu, H Tang, G Jin
Environmental Modeling & Assessment 23, 779-786, 2018
102018
Energy-efficient virtual machine placement in data centres via an accelerated Genetic Algorithm with improved fitness computation
E Hormozi, S Hu, Z Ding, YC Tian, YG Wang, ZG Yu, W Zhang
Energy 252, 123884, 2022
82022
Software-Defined Networking for Real-Time Network Systems
B Goswami, S Hu, Y Feng
Goswami B., Hu S., Feng Y. (2022) Software-Defined Networking for Real-Time …, 2022
82022
Predictions of machine learning with mixed-effects in analyzing longitudinal data under model misspecification
S Hu, YG Wang, C Drovandi, T Cao
Statistical Methods & Applications 32 (2), 681-711, 2023
52023
Predicting bite rate of grazing cattle from accelerometry data via semi-supervised regression
S Hu, R Arablouei, GJ Bishop-Hurley, A Reverter, A Ingham
Smart Agricultural Technology 5, 100256, 2023
42023
A Cost-Efficient Resource Provisioning and Scheduling Approach for Deadline-Sensitive MapReduce Computations in Cloud Environment
A Jabbari, F Masoumiyan, S Hu, M Tang, YC Tian
2021 IEEE 14th International Conference on Cloud Computing (CLOUD), 600-608, 2021
32021
An efficient and robust inference method based on empirical likelihood in longitudinal data analysis
S Hu, J Xu
Communications in Statistics-Theory and Methods, 1-17, 2020
22020
Inferring Circadian Gene Regulatory Relationships from Gene Expression Data with a Hybrid Framework
S Hu, Y Jing, T Li, YG Wang, Z Liu, J Gao, YC Tian
BMC Bioinformatics 24 (362), 2023
12023
Statistical modeling and machine learning in longitudinal data analysis
S Hu
Queensland University of Technology, 2021
12021
Transcriptomic insights into shared responses to Fusarium crown rot infection and drought stresses in bread wheat (Triticum aestivum L.)
Z Su, S Gao, Z Zheng, J Stiller, S Hu, MD McNeil, S Shabala, M Zhou, ...
Theoretical and Applied Genetics 137 (2), 34, 2024
2024
Analyzing Cattle Activity Patterns with Ear Tag Accelerometer Data
S Hu, A Reverter, R Arablouei, G Bishop-Hurley, J McNally, F Alvarenga, ...
Animals 14 (2), 301, 2024
2024
Robust penalized empirical likelihood in high dimensional longitudinal data analysis
L Fu, S Hu, J Li
Journal of Statistical Planning and Inference 228, 11-22, 2024
2024
Comparing genomic prediction accuracies for commercial cows' reproductive performance using GA2CAT and two machine learning methods.
Y Li, S Hu, L Porto-Neto, R McCulloch, S McWilliam, P Alexandre, ...
2023
Performance of variance estimators in the analysis of longitudinal data with a large cluster size
S Hu, YG Wang, L Fu
Journal of Statistical Computation and Simulation 92 (1), 1-18, 2022
2022
Application of Principal Component Analysis and Factor Analysis in China's Stock Evaluation Market
S Hu, J Xu
Journal of Chongqing University of Technology (Natural Science) 31 (05), 192-202, 2017
2017
Application of Robust Empirical Likelihood Estimation Method in Longitudinal Data
S Hu
Chongqing University, 2017
2017
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