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A commonly used distance measure in LSA is the cosine value of the angle between the document and query in the reduced eigen space.
The functions σ(T i, Q k ) and τ(T i, T j ; Q k, Q l ) yield sequence-based similarities between elements of target and query in the unpaired and paired part of the consensus structure, respectively.
Actually we only need to assume that there is an f in PK α (V i) that takes the same values as the true probabilities at the data points and query in the sphere V i below and where { z i} ⊂ V i.
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For example, people sharing the same beliefs and interests tend to connect to each other [9], and queries in the same text clustering often share similar class labels [10].
As shown, the algorithm iterates on all different activities and corresponding tasks and queries in the workflow.
In these studies, signatures for each disease were derived using several publicly available gene-expression datasets and queried in the CMap.
Then, instead of 'gene-phenotype' relations, the database would store 'drug-phenotype' relations that could be browsed and queried in the same way as implemented for phenotypic data.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.
Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com