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103
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CIKM
2009
Springer
15 years 7 months ago
Maximal metric margin partitioning for similarity search indexes
We propose a partitioning scheme for similarity search indexes that is called Maximal Metric Margin Partitioning (MMMP). MMMP divides the data on the basis of its distribution pat...
Hisashi Kurasawa, Daiji Fukagawa, Atsuhiro Takasu,...
95
Voted
TABLEAUX
2009
Springer
15 years 7 months ago
Comparative Concept Similarity over Minspaces: Axiomatisation and Tableaux Calculus
We study the logic of comparative concept similarity CSL introduced by Sheremet, Tishkovsky, Wolter and Zakharyaschev to capture a form of qualitative similarity comparison. In thi...
Régis Alenda, Nicola Olivetti, Camilla Schw...
111
Voted
ICDM
2002
IEEE
162views Data Mining» more  ICDM 2002»
15 years 5 months ago
Phrase-based Document Similarity Based on an Index Graph Model
Document clustering techniques mostly rely on single term analysis of the document data set, such as the Vector Space Model. To better capture the structure of documents, the unde...
Khaled M. Hammouda, Mohamed S. Kamel
91
Voted
JUCS
2007
124views more  JUCS 2007»
15 years 17 days ago
An Improved SVM Based on Similarity Metric
: A novel support vector machine method for classification is presented in this paper. A modified kernel function based on the similarity metric and Riemannian metric is applied ...
Chaoyong Wang, Yanfeng Sun, Yanchun Liang
99
Voted
JLP
2010
110views more  JLP 2010»
14 years 11 months ago
Similarity, topology, and uniformity
We generalize various notions of generalized metrics even further to one general concept comprising them all. For convenience, we turn around the ordering in the target domain of ...
Reinhold Heckmann