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» On learning with dissimilarity functions

JMLR
2010

230views more JMLR 2010»

13 years 2 months ago

Learning Dissimilarities for Categorical Symbols

In this paper we learn a dissimilarity measure for categorical data, for effective classification of the data points. Each categorical feature (with values taken from a finite set...

Jierui Xie, Boleslaw K. Szymanski, Mohammed J. Zak...

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PAKDD
2010
ACM

130views Data Mining» more PAKDD 2010»

A New Framework for Dissimilarity and Similarity Learning

14 years 20 days ago

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Adam Woznica, Alexandros Kalousis

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CSDA
2008

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Semisupervised learning from dissimilarity data

13 years 8 months ago

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Michael W. Trosset, Carey E. Priebe, Youngser Park...

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JAIR
2008

78views more JAIR 2008»

Analogical Dissimilarity: Definition, Algorithms and Two Experiments in Machine Learning

13 years 7 months ago

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Laurent Miclet, Sabri Bayoudh, Arnaud Delhay

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TSMC
2002

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Imitation with ALICE: learning to imitate corresponding actions across dissimilar embodiments

13 years 7 months ago

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Imitation is a powerful mechanism whereby knowledge may be transferred between agents (both biological and artificial). Key problems on the topic of imitation have emerged in vario...

Aris Alissandrakis, Chrystopher L. Nehaniv, Kersti...

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