301 search results - page 8 / 61 » Metrics for Mining Multisets |
77
Voted
ISMVL
2007
IEEE
15 years 3 months ago
2007
IEEE
Starting from an axiomatization of a generalization of Shannon entropy we introduce a set of axioms for a parametric family of distances over sets of partitions of finite sets. T...
101
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SDM
2011
SIAM
14 years 10 days ago
2011
SIAM
Multi-instance (MI) learning is a variant of supervised learning where labeled examples consist of bags (i.e. multi-sets) of feature vectors instead of just a single feature vecto...
117
Voted
KAIS
2000
14 years 9 months ago
2000
Abstract. In this paper we present an index structure, called MetricMap, that takes a set of objects and a distance metric and then maps those objects to a k-dimensional space in s...
67
Voted
SISAP
2008
IEEE
15 years 3 months ago
2008
IEEE
Distance permutation indexes support fast proximity searching in high-dimensional metric spaces. Given some fixed reference sites, for each point in a database the index stores a...
95
Voted
KDD
2004
ACM
15 years 10 months ago
2004
ACM
Privacy-preserving data mining has concentrated on obtaining valid results when the input data is private. An extreme example is Secure Multiparty Computation-based methods, where...