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» Learning similarity measures in non-orthogonal space
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CIKM
2004
Springer
14 years 1 months ago
Learning similarity measures in non-orthogonal space
Ning Liu, Benyu Zhang, Jun Yan, Qiang Yang, Shuich...
ICML
2007
IEEE
14 years 10 months ago
Discriminant analysis in correlation similarity measure space
Correlation is one of the most widely used similarity measures in machine learning like Euclidean and Mahalanobis distances. However, compared with proposed numerous discriminant ...
Yong Ma, Shihong Lao, Erina Takikawa, Masato Kawad...
CORR
2010
Springer
110views Education» more  CORR 2010»
13 years 6 months ago
Learning Multi-modal Similarity
In many applications involving multi-media data, the definition of similarity between items is integral to several key tasks, including nearest-neighbor retrieval, classification,...
Brian McFee, Gert R. G. Lanckriet
EWCBR
2004
Springer
14 years 2 months ago
Exploiting Background Knowledge when Learning Similarity Measures
The definition of similarity measures—one core component of every CBR application—leads to a serious knowledge acquisition problem if domain and application specific requirem...
Thomas Gabel, Armin Stahl
ICDM
2010
IEEE
226views Data Mining» more  ICDM 2010»
13 years 7 months ago
Edge Weight Regularization over Multiple Graphs for Similarity Learning
The growth of the web has directly influenced the increase in the availability of relational data. One of the key problems in mining such data is computing the similarity between o...
Pradeep Muthukrishnan, Dragomir R. Radev, Qiaozhu ...