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Estimation of SPAD values in litchi based on improved LSTM with fusion of IoT and multispectral image texture features. [PDF]
Li Z, Chen X, He J, Chen L, Gao P.
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Artificial Intelligence-Enhanced Electrocardiography for the Diagnosis of Heart Failure With Preserved Ejection Fraction: A Systematic Review and Meta-Analysis. [PDF]
Murray CP +5 more
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Contrastive multimodal deep learning for survival prediction in grade 2/3 gliomas. [PDF]
Hua P +4 more
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Direct Synthesis of Ultrathin Hexagonal Boron Nitride Films on Si(001). [PDF]
Franck M +6 more
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A multidimensional biomarker model of vitality and its associations with intrinsic capacity and frailty. [PDF]
Chew J +7 more
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A Functional Single Index Model
Statistica Sinica, 2020Summary: We propose a semiparametric functional single-index model for studying the relationship between a univariate response and multiple functional covariates. The parametric part of the model integrates a functional linear regression model and a sufficient dimension-reduction structure.
Jiang, Fei +3 more
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2004
A single index model (SIM) summarizes the effects of the explanatory variables X1, ..., Xd within a single variable called the index. As stated at the beginning of Part II, the SIM is one possibility for generalizing the GLM or for restricting the multidimensional regression E(Y|X) to overcome the curse of dimensionality and the lack of ...
Wolfgang Härdle +3 more
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A single index model (SIM) summarizes the effects of the explanatory variables X1, ..., Xd within a single variable called the index. As stated at the beginning of Part II, the SIM is one possibility for generalizing the GLM or for restricting the multidimensional regression E(Y|X) to overcome the curse of dimensionality and the lack of ...
Wolfgang Härdle +3 more
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Varying-coefficient single-index model
Computational Statistics & Data Analysis, 2008zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Heung Wong, Wai-Cheung Ip, Riquan Zhang
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