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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… Expand
Wikipedia

Related topics

Related topics

26 relations
Affinity propagationBLOSUMCluster analysisCosine similarity
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Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
Highly Cited
2008
Highly Cited
2008
A new similarity measure for collaborative filtering to alleviate the new user cold-starting problem
  • H. Ahn
  • Inf. Sci.
  • 2008
    • Corpus ID: 205452999
Collaborative filtering is one of the most successful and widely used methods of automated product recommendation in online… Expand
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Highly Cited
2007
Highly Cited
2007
Measuring semantic similarity between words using web search engines
Semantic similarity measures play important roles in information retrieval and Natural Language Processing. Previous work in… Expand
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Review
2003
Review
2003
Requirements for a cocitation similarity measure, with special reference to Pearson's correlation coefficient
Author cocitation analysis (ACA), a special type of cocitation analysis, was introduced by White and Griffith in 1981. This… Expand
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… Expand
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Highly Cited
2000
Highly Cited
2000
Shape Similarity Measure Based on Correspondence of Visual Parts
A cognitively motivated similarity measure is presented and its properties are analyzed with respect to retrieval of similar… Expand
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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… Expand
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Review
1998
Review
1998
Chemical Similarity Searching
This paper reviews the use of similarity searching in chemical databases. It begins by introducing the concept of similarity… Expand
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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… Expand
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Highly Cited
1995
Highly Cited
1995
Similarity of color images
We describe two new color indexing techniques. The first one is a more robust version of the commonly used color histogram… Expand
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… Expand
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