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Therefore, they cannot take into account the common information shared across different data platforms and may fail in identifying driver genes that lead to the change of network.
Two sets of parameters are learned: one represents the common information shared by all the data sources about a feature, and the other represents the specific information only captured by a particular data source about the feature.
The common information shared by all the variables (i.e. gene expressions) and independent of the variable of interest is modeled by a factor analysis structure.
We applied this method to our data: 688 transcripts significantly correlated to the AF trait were identified taking into account the existence of six factors containing a common information shared by all genes and independent from the AF trait.
Similar(56)
Motivated by the uplink scenario in cellular cognitive radio, this study considers a communication network in which a point-to-point channel with a cognitive transmitter and a Multiple Access Channel (MAC) with common information share the same medium and interfere with each other.
It will be important to develop joint (or comparable) risk and health assessments across CJS partners, and provide training and common information sharing protocols and management systems.
Business process standards are developed to provide a common understanding of the information shared between trading partners.
Second this analysis identifies estuaries with common themes, grouping them into networksthat ideally facilitate information sharing.
Questions regarding the health care team focused on roles and functions, information management and communication of common ground (information sharing).
The computers now in place do not allow the various motor vehicles offices to communicate, or to share common information about drivers.
The owl:sameAs (or seeAlso) predicate is used as the primary method for linking multiple data sources sharing common information.
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