related fields, a similarity measure or similarity function or similarity metric is a real-valued function that quantifies the similarity between two objects...
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analysis, cosine similarity is a measure of similarity between two non-zero vectors defined in an inner product space. Cosine similarity is the cosine of...
22 KB (3,083 words) - 21:20, 18 November 2024
The structural similarity index measure (SSIM) is a method for predicting the perceived quality of digital television and cinematic pictures, as well as...
26 KB (3,491 words) - 09:54, 3 November 2024
Matrix similarity, a relation between matrices Similarity measure, a function that quantifies the similarity of two objects Cosine similarity, which uses...
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provides a functional similarity measure between chemical compounds and metabolic pathways using ChEBI based semantic similarity measures. CESSM provides a...
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distance measures are molecule kernels, that measure the structural similarity of chemical compounds. The similarity-based virtual screening (a kind of ligand-based...
8 KB (849 words) - 14:36, 4 August 2024
Jaccard index (redirect from Jaccard similarity coefficent)
or Tanimoto coefficient in some fields. The Jaccard coefficient measures similarity between finite sample sets and is defined as the size of the intersection...
25 KB (3,843 words) - 21:58, 31 October 2024
String metric (redirect from String similarity measure)
(also known as a string similarity metric or string distance function) is a metric that measures distance ("inverse similarity") between two text strings...
8 KB (527 words) - 20:55, 12 August 2024
Image registration (redirect from Similarity measures for image registration)
automatically. Image similarities are broadly used in medical imaging. An image similarity measure quantifies the degree of similarity between intensity...
21 KB (2,394 words) - 02:54, 26 February 2024
Dice-Sørensen coefficient (redirect from Sørensen similarity index)
score Czekanowski's binary (non-quantitative) index Measure of genetic similarity Zijdenbos similarity index, referring to a 1994 paper of Zijdenbos et al...
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sequence are equal in measure. However, proportionality of corresponding sides is not by itself sufficient to prove similarity for polygons beyond triangles...
27 KB (3,503 words) - 19:25, 19 November 2024
techniques for measuring text similarity in medoid-based clustering: Cosine similarity is a widely used measure to compare the similarity between two pieces...
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Template modeling score (section Other measures)
TM-score is a measure of similarity between two protein structures. The TM-score is intended as a more accurate measure of the global similarity of full-length...
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(DTW) is an algorithm for measuring similarity between two temporal sequences, which may vary in speed. For instance, similarities in walking could be detected...
31 KB (3,754 words) - 20:53, 29 October 2024
Euclidean distance (redirect from Euclidean measure)
; Evans, Selby H. (March 1970), "Pythagorean distance and the judged similarity of schematic stimuli", Perception & Psychophysics, 7 (2): 103–107, doi:10...
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association study Image similarity identification VisualRank Gene expression similarity identification[citation needed] Audio similarity identification Nearest...
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Link prediction (section Cosine similarity)
The Adamic–Adar measure is the sum of the log of the intersection of the neighbors of two nodes. This captures a two-hop similarity, which can yield...
19 KB (2,405 words) - 19:57, 12 October 2024
Gower's distance (category Similarity measures)
statistics, Gower's distance between two mixed-type objects is a similarity measure that can handle different types of data within the same dataset and...
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degrees of similarity into one overall degree of similarity. The corresponding function is sometimes referred to as a similarity measure. One problem...
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SimRank (category Similarity measures)
SimRank is a general similarity measure, based on a simple and intuitive graph-theoretic model. SimRank is applicable in any domain with object-to-object...
16 KB (2,573 words) - 20:33, 5 July 2024
Tversky index (category Similarity measures)
The Tversky index, named after Amos Tversky, is an asymmetric similarity measure on sets that compares a variant to a prototype. The Tversky index can...
3 KB (436 words) - 00:40, 2 December 2023
and the concept distance represents travelling times or cost, or a similarity measure between DNA fragments. The TSP also appears in astronomy, as astronomers...
86 KB (11,528 words) - 05:20, 22 November 2024
Overlap coefficient (category Similarity measures)
or Szymkiewicz–Simpson coefficient,[citation needed] is a similarity measure that measures the overlap between two finite sets. It is related to the Jaccard...
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wise similarity computations. Similarity computation may then rely on the traditional cosine similarity measure, or on more sophisticated similarity measures...
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the dynamics that increase a similarity measure between the sets of models and signals, L({X},{M}). The similarity measure is a function of model parameters...
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class. There are three fundamental approaches to constructing measures of network similarity: structural equivalence, automorphic equivalence, and regular...
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seemingly distinct concepts have many similarities and can often be treated together in a single mathematical context. Measures are foundational in probability...
35 KB (5,554 words) - 21:47, 26 October 2024
linguistics, lexical similarity is a measure of the degree to which the word sets of two given languages are similar. A lexical similarity of 1 (or 100%) would...
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limit) and one (when x = x'), it has a ready interpretation as a similarity measure. The feature space of the kernel has an infinite number of dimensions;...
7 KB (1,160 words) - 23:02, 28 September 2024
In mathematics, the Fréchet distance is a measure of similarity between curves that takes into account the location and ordering of the points along the...
16 KB (1,884 words) - 21:15, 14 October 2024