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The big data is reduced in such a way that high dimensions of input space do not affect the cardinalities of corsets.
In order to decrease the dimensions of input dataset by summarizing their most important modes of variability and correlations to the reference dataset, a technique named singular value decomposition (SVD) is used.
We discuss issues in 2D gesture recognition and interpretation as well as temporal and semantic dimensions of input fusion, ranging from systems and component design through technical evaluation and user evaluation with two different user groups.
The developed mathematical model avoids the generalized inverse process associated with rectangular matrices when dealing with multi-input/multi-output (MIMO) systems in which the dimensions of input and output are different.
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In the kernel methods, the dimension of a kernel matrix is determined by the number of training samples instead of the dimension of input samples.
Training data are ((x_{i},y_{i} )_{n, times,(p + 1)}) where (n) is the number of samples and (p) is the dimension of input variables.
The open-loop control method features fuel blend ratio detection, which is a new dimension of input for the conventional MAP based engine management system.
is the weight vector; (y_{{{ki}}} ) is oput data; ({j}=1ldots n), n is dimension of input data set; ({k}=1ldots m, m) is the number of IF-THEN rules.
As we are curious about the benefits of using padded layers to build deeper networks on data where one dimension of input volume is small, comparing a six layer network against a three layer network is unfair.
It can improve the temporal smoothness of the extended HF spectrum, without increasing the dimension of input feature and without burdening the storage space and computational complexity for enhanced/more sophisticated statistical models.
In this way, in order to ignore redundant information and reduce the dimension of input vector, Wavelet-Entropy (WE) values of the outflow sub-series were computed and used as the inputs of the AI model to compute SCs of the sub-watersheds as the outputs.
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