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Organization of rights, duties and tasks for data security represents a central component of information systems, and the same is true for cloud (eco-) systems.
Predicting the outcome of cancer is one of the most interesting and challenging tasks for data mining applications.
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Definition 3.1 Data collection space: Let D p be the data set that complete the p kind of task for data collection.
Deploying IP telephony or voice over IP (VoIP) is a major and challenging task for data network researchers and designers.
The image de-noising remains an important goal in image or video pre-processing as a preliminary task for data transmitting, pattern recognition, etc.
These methods (ie, free-association task for data collection, content analysis, and co-occurrence analysis for data analysis) are theoretically and methodologically well founded, 37, 45, 46 and are used in social science to access the semantic content of social representations.
Because TA can handle and visualize both 2D and 3D geological data in a single GIS environment, the tedious tasks required for data conversion between various software packages can be reduced significantly.
Usually in supervised learning tasks for continuous data, we use the squared loss function (L = (y - hat{y})^{2}) to compute the error.
Although these analytical tasks fall neatly within statistical learning and pattern recognition (Jain et al, 2000), there is nothing conventional about these tasks for microarray data analysis.
In classification tasks, for both data sets the predictive models trained with the mCSM signatures were able to achieve accuracies of >82% and Area Under ROC Curves (AUCs) of 0.826 and 0.853, respectively, as described in Supplementary Table S1.
There are usually more than hundreds of genomes from different microbial species in the same community, and the main computational tasks for metagenomic data analyses include taxonomical and functional component examination of all genomes in the microbial community.
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