Sentence examples for based on similarity computations from inspiring English sources
Among them, it is possible to mention the execution of more complex query types (e.g., similarity queries) and several well-known data mining algorithms (e.g., data clustering) that are directly based on similarity computations.
The protocol is based on similarity computations of Bloom filters with HMACs on q-grams.
In domains such as genome analysis and natural language processing, the increasing availability of longer and longer sequences and more and more massive data sets is playing havoc with similarity measures based on edit computations and the likes [ 2].
Overall, we implemented several predictors based on sequence similarity, functional similarity (based on GO annotation) and structural similarity features.
The second counter-intuitive result is even more interesting: it concerns the tracking part of the algorithm which is based on the computation of a similarity criterion that requires the computation of the generalized eigenvalues, inversions, and matrix logarithms (9).
This vector space representation enjoys a number of advantages including the uniform treatment of queries and documents as vectors, the induced score computation based on cosine similarity, the ability to weight different terms differently, and its extension beyond document retrieval to such applications as clustering and classification.
The protein profiles have then been used to construct a set of similarity networks (one for each data type) with edge scores based on the computation of the classical Jaccard similarity coefficient between each possible pair of protein profiles, thus obtaining 8 protein networks.
