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FC
2005
Springer
142views Cryptology» more  FC 2005»
14 years 27 days ago
Testing Disjointness of Private Datasets
Two parties, say Alice and Bob, possess two sets of elements that belong to a universe of possible values and wish to test whether these sets are disjoint or not. In this paper we ...
Aggelos Kiayias, Antonina Mitrofanova
ESANN
2007
13 years 8 months ago
Agglomerative Independent Variable Group Analysis
Independent Variable Group Analysis (IVGA) is a method for grouping dependent variables together while keeping mutually independent or weakly dependent variables in separate group...
Antti Honkela, Jeremias Seppä, Esa Alhoniemi
ATAL
2005
Springer
14 years 28 days ago
Formalizing and achieving multiparty agreements via commitments
Multiparty agreements often arise in a multiagent system where autonomous agents interact with each other to achieve a global goal. Multiparty agreements are traditionally represe...
Feng Wan, Munindar P. Singh
SIGPRO
2002
91views more  SIGPRO 2002»
13 years 7 months ago
Comparison of maximum entropy and minimal mutual information in a nonlinear setting
In blind source separation (BSS), two di erent separation techniques are mainly used: minimal mutual information (MMI), where minimization of the mutual output information yields ...
Fabian J. Theis, Christoph Bauer, Elmar Wolfgang L...
PKDD
2007
Springer
196views Data Mining» more  PKDD 2007»
14 years 1 months ago
Speeding Up Feature Subset Selection Through Mutual Information Relevance Filtering
A relevance filter is proposed which removes features based on the mutual information between class labels and features. It is proven that both feature independence and class condi...
Gert Van Dijck, Marc M. Van Hulle