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» On Different Facets of Regularization Theory
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ICML
2006
IEEE
16 years 1 months ago
A DC-programming algorithm for kernel selection
We address the problem of learning a kernel for a given supervised learning task. Our approach consists in searching within the convex hull of a prescribed set of basic kernels fo...
Andreas Argyriou, Raphael Hauser, Charles A. Micch...
95
Voted
MM
2005
ACM
134views Multimedia» more  MM 2005»
15 years 6 months ago
Graph based multi-modality learning
To better understand the content of multimedia, a lot of research efforts have been made on how to learn from multi-modal feature. In this paper, it is studied from a graph point ...
Hanghang Tong, Jingrui He, Mingjing Li, Changshui ...
102
Voted
CORR
2006
Springer
121views Education» more  CORR 2006»
15 years 13 days ago
On Performance of Event-to-Sink Transport in Transmit-Only Sensor Networks
We consider a hybrid wireless sensor network with regular and transmit-only sensors. The transmit-only sensors do not have receiver circuit, hence are cheaper and less energy consu...
Bartlomiej Blaszczyszyn, Bozidar Radunovic
77
Voted
IJIS
2002
112views more  IJIS 2002»
15 years 3 days ago
Extended possibilistic truth values
In search of semantic richer and more flexible database modelling and database querying techniques, different approaches based on fuzzy set theory have been developed. Among the m...
Guy De Tré
98
Voted
TAGT
1994
Springer
185views Graph Theory» more  TAGT 1994»
15 years 4 months ago
Concatenation of Graphs
An operation of concatenation is introduced for graphs. Then strings are viewed as expressions denoting graphs, and string languages are interpreted as graph languages. For a clas...
Joost Engelfriet, Jan Joris Vereijken