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In an enhancement scenario the AIS user hires the AIS designer to enhance the value of the current AIS by incorporating additional features into the original system.
Over time, this fixture cemented it's position in the bedroom, incorporating additional features like radio receivers, cuckoos, snooze buttons and more.
In this study, we perform the computational prediction of the CpG island methylation by incorporating additional features and effectively selecting and decorrelating the features.
The possibility of incorporating additional features into quality measurement (e.g. parent's noncompliance with therapy or clinicians' poor adherence to practice guidelines) raised the practical issue of how that could be measured without creating time consuming activities.
It is likely that enhancer prediction performance could be improved further by incorporating additional features, such as other histone modification profiles, DNA sequence patterns, and evolutionary conservation as in previous studies [ 16, 22], but achieving the most accurate enhancer prediction was not the main goal of this study.
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However, the different resources incorporate additional features to different extents.
One can easily incorporate additional features of interest (e.g. structural descriptors) by using different feature encodings or other kernel functions in the inner kernel.
We also describe measures that incorporate additional features of mammographic images for improving the risk associations of MD and breast cancer risk.
Although more complex models may always be advanced that incorporate additional features and states, we contend that the three-state model represents the minimal one that's able to capture the most important features of the data.
Our method builds on prior work by using a rich scoring function that incorporates additional features beyond spatial location, such as cell size, intensity of a muscle-marker gene and neighborhood density.
To achieve reasonable accuracy in adult worms, which have an order-of-magnitude more cells in total, we propose an approach that incorporates additional features into a cost function that, when used to solve the annotation task, increases accuracy compared with using location alone.
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Justyna Jupowicz-Kozak
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