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Usually, the proof is based on either topological methods or a variational approach.
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The third column annotates each method with specifications; topological versus both indicates if the method is purely based on topological information or both topological and biological information.
Here two categories of objective functions are built, one is based on the topological characteristics of the network and the other captures gene ontological similarity of proteins.
Besides these density-based algorithms, there are some algorithms available to detect protein complexes based on other topological structure.
The first one is based on topological characteristics, for example by counting number of neighbors using the same channel [37].
Here also the distribution of level sets can be modified based on the topological information.
Likewise, the two descriptors based on a topological description also cluster (T-scales and ST-scales).
To adapt to these, the network manager can make corresponding processes based on different topological changes.
Both fingerprints belong to structural fingerprints which encode a bit string based on the topological structure.
Second, region merging in phew is based on the topological properties of saddle surfaces.
Our implementation is based on the topological properties of a simplicial domain.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com