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IDA
2005
Springer
14 years 2 months ago
Learning from Ambiguously Labeled Examples
Inducing a classification function from a set of examples in the form of labeled instances is a standard problem in supervised machine learning. In this paper, we are concerned w...
Eyke Hüllermeier, Jürgen Beringer
MIR
2004
ACM
125views Multimedia» more  MIR 2004»
14 years 2 months ago
Autonomous visual model building based on image crawling through internet search engines
In this paper, we propose an autonomous learning scheme to automatically build visual semantic concept models from the output data of Internet search engines without any manual la...
Xiaodan Song, Ching-Yung Lin, Ming-Ting Sun
HIJ
2006
77views more  HIJ 2006»
13 years 8 months ago
Quality labelling of medical web content
As the number of medical web sites in various languages increases, it is increasingly necessary to establish specific criteria and control measures that give consumers some guaran...
Miquel Angel Mayer, Vangelis Karkaletsis, Phil Arc...
MST
2010
106views more  MST 2010»
13 years 7 months ago
Constrained-Path Labellings on Graphs of Bounded Clique-Width
Given a graph G we consider the problem of preprocessing it so that given two vertices x,y and a set X of vertices, we can efficiently report the shortest path (or just its length...
Bruno Courcelle, Andrew Twigg
CORR
2008
Springer
112views Education» more  CORR 2008»
13 years 8 months ago
Compact Labelings For Efficient First-Order Model-Checking
We consider graph properties that can be checked from labels, i.e., bit sequences, of logarithmic length attached to vertices. We prove that there exists such a labeling for check...
Bruno Courcelle, Cyril Gavoille, Mamadou Moustapha...