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We also investigate which scenarios used, related to datasets, features useful for face matching or their combination, are most beneficial to the identification accuracy of NIR FR systems, when the gallery set is composed of either visible or NIR band face images.
Since the framework's algorithm is kNN-based, we normalized all the datasets' features from values ranging from 0 to 1, in order to avoid broader ranged features heavily affecting the result.
The OpenTox Framework includes APIs and services for compounds, datasets, features, algorithms, models, ontologies, tasks, validation, and reporting which may be combined into multiple applications satisfying a variety of different user needs.
Availability: Predicted interactions, datasets, features are available at: http://www.cs.cmu.edu/~mkshirsa/eccb2012_paper46.html.cmu.edu/~mkshirsa/eccb2012_paper46.html
In each of the fourteen datasets, features (that is, pathways) were first ranked by their p-values from Student's t-test on the pathway-level expression data.
Due to the small sample sizes of these oral-site-specific datasets, features that are differentially distributed (i.e. abundant) between populations were statistically detected using Metastats [ 67] via a web interface http://metastats.cbcb.umd.edu/detection.html.html
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We'll use example datasets featuring real-time maps of tweets, California condors, and crimes in San Francisco.
We evaluate the complete system on two challenging datasets featuring partial visibility and totaling over 800 frames.
Here is a selection of the physical objects their method created from various imaging datasets, featured in a second publication in Science Advances.
Experiments that use one simulated and three actual MODIS-Landsat datasets featured by different types of land surface changes were conducted to demonstrate the performance of RASTFM.
It provides a layer of analysis on top of job description data merged with government datasets, featuring a clean, intentional design that re-defines career discovery as a delightful experience.
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