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Chapter and Conference Paper
Nonparametric Classification Based on Local Mean and Class Mean
The k-nearest neighbor classification rule (k-NNR) is a very simple, yet powerful nonparametric classification method. As a variant of the k-NNR, a nonparametric classification method based on the local mean vect...
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Chapter and Conference Paper
An Evaluation Computing Method Based on Cloud Model with Core Space and its Application: Bridges Management Evaluation
In a multi-factor comprehensive evaluation, the factors related to objects are always various and most of them have the characteristics of uncertainty. Taking the map** between qualitative and quantitative k...
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Chapter and Conference Paper
Uncertainty Quantification Using Random Set Based on IODM
This paper focuses on the mechanical model uncertainty quantification when the system parameters are in the form of probability box; for example, when the probability distribution of the system variable is spe...
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Chapter and Conference Paper
Natural Language Semantics and Its Computable Analysis
With an illustrative example of \(5 \times 3 = 5 \times 3 \) , the first section explained the major problem in the na...
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Chapter and Conference Paper
AMVAE: Asymmetric Multimodal Variational Autoencoder for Multi-view Representation
Real-world data are typically described using multiple modalities or multiple types of descriptors that are considered as multiple views. The data from different modalities locate in different subspaces, there...