Sentence examples for data characteristics in from inspiring English sources
Moreover, fully identifying and modeling the data characteristics in the real time series is difficult and sometimes, even impossible.
(2014) use a meta-analysis to examine the relationships between the accuracy of different forecasting models and the data characteristics in tourism forecasting studies.
In this paper, we investigate the relevance of foreign data characteristics, in particular domain and language, when using this data as an auxiliary data source for training ASR acoustic models based on deep neural networks (DNNs).
Upon considering the data characteristics in health monitoring, various data flows, heterogeneous data arrival rates, and correlation between sensor nodes, TTR MAC classifies the data into periodic data and burst data.
For example, some malignant and benign tumors may have similar global data characteristics but different subtle data characteristics in serum profiling.
The latent data characteristics refer to subtle data behaviors interpreting transient data changes (we use words 'subtle' and 'latent' equivalently when describing data characteristics in our context).
We present an unsupervised anomaly detection method for hyperspectral imagery (HSI) based on data characteristics inherit in HSI.
Using this data set to simulate data characteristics observed in actual experiments, we assessed the impact of alignment and normalization on the final processed data and downstream analyses.
Statistical power analysis based on the data characteristics observed in this study showed that 50 cases would be required to demonstrate significant correlation between contact pressure and patient outcome for a power of 0.8 and p < 0.05.
Clustering is an unsupervised classification of patterns (observations, items of data or vectors of characteristics) in groups.
In particular, performance of the method under different data characteristics, notably variations in the noise level and the sampling density, are discussed.
