Similarity measure

Known as: Similarity, Similarity function, Similarity matrix 
In statistics and related fields, a similarity measure or similarity function is a real-valued function that quantifies the similarity between two… (More)
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Affinity propagationBLOSUMCluster analysisCosine similarity
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Papers overview

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Highly Cited
2009
Highly Cited
2009
Sparsity induced similarity measure for label propagation
Graph-based semi-supervised learning has gained considerable interests in the past several years thanks to its effectiveness in… (More)
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Highly Cited
2007
Highly Cited
2007
Measuring semantic similarity between words using web search engines
Measuring the semantic similarity between words is an important component in various tasks on the web such as relation extraction… (More)
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Highly Cited
2005
Highly Cited
2005
Efficient mean-shift tracking via a new similarity measure
The mean shift algorithm has achieved considerable success in object tracking due to its simplicity and robustness. It finds… (More)
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Highly Cited
2002
Highly Cited
2002
SimRank: a measure of structural-context similarity
The problem of measuring "similarity" of objects arises in many applications, and many domain-specific measures have been… (More)
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Highly Cited
2002
Highly Cited
2002
Similarity estimation techniques from rounding algorithms
(MATH) A locality sensitive hashing scheme is a distribution on a family $\F$ of hash functions operating on a collection of… (More)
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Highly Cited
2000
Highly Cited
2000
Shape Similarity Measure Based on Correspondence of Visual Parts
ÐA cognitively motivated similarity measure is presented and its properties are analyzed with respect to retrieval of similar… (More)
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Highly Cited
1999
Highly Cited
1999
Similarity Measures
With complex multimedia data, we see the emergence of database systems in which the fundamental operation is similarity… (More)
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Highly Cited
1998
Highly Cited
1998
The Correlation Ratio as a New Similarity Measure for Multimodal Image Registration
Over the last five years, new “voxel-based” approaches have allowed important progress in multimodal image registration, notably… (More)
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Highly Cited
1997
Highly Cited
1997
Semantic Similarity Based on Corpus Statistics and Lexical Taxonomy
This paper presents a new approach for measuring semantic similarity/distance between words and concepts. It combines a lexical… (More)
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Highly Cited
1973
Highly Cited
1973
Clustering Using a Similarity Measure Based on Shared Near Neighbors
A nonparametric clustering technique incorporating the concept of similarity based on the sharing of near neighbors is presented… (More)
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