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In addition, the implemented mapping between the input and output layer may not reflect the intrinsic structure of the data; these features may prevent the ANN methods from achieving better performances.
For instance, BFAST is able to align 50 mer reads with 5 errors to the human genome with 80% sensitivity and under 1% mismapping rate without the use of paired end data far exceeding other implemented mapping algorithms.
Better accuracy of SNP detection was achieved with little loss of sensitivity when algorithms that implemented mapping quality were used.
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These two sets correspond to the output of our implemented Map-Matching algorithm module (Fig. 4).
It is easy to implement MAP decoding in such systems.
Google and Salesforce say that when designing the app, they wanted to implement maps for account and non account objects, such as the opportunities or custom objects found in the Salesforce CRM application.
By representing the ISI channel as a factor graph, the BP algorithm can be used to implement MAP detection, thereby finding the sequence x which maximizes the joint a posteriori probability density function P(x | y).
Hadoop-BAM solves the issues related to BAM data access by presenting a convenient API for implementing map and reduce functions that can directly operate on BAM records.
Hadoop-BAM solves the issues related to BAM splitting, presenting a convenient API for implementing map and reduce functions for Hadoop.
A girls security mapping initiative, implemented by Map Kibera and supported by Unicef, enabled girls to use digital mapping as a way of identifying places where they felt unsafe.
We implemented a mapping strategy based on partial mapping of previously unmapped reads, together with observation of a polyadenylation tail and a polyadenylation signal (see Materials and Methods).
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