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» On the Performance of Ant-based Clustering
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ALT
2009
Springer
16 years 3 months ago
Learning Unknown Graphs
Motivated by a problem of targeted advertising in social networks, we introduce and study a new model of online learning on labeled graphs where the graph is initially unknown and...
Nicolò Cesa-Bianchi, Claudio Gentile, Fabio...
MMM
2009
Springer
151views Multimedia» more  MMM 2009»
16 years 3 months ago
Large Scale Concept Detection in Video Using a Region Thesaurus
This paper presents an approach on high-level feature detection within video documents, using a Region Thesaurus. A video shot is represented by a single keyframe and MPEG-7 featur...
Evaggelos Spyrou, Giorgos Tolias, Yannis S. Avrith...
ICPR
2010
IEEE
16 years 1 months ago
Semi-Supervised Distance Metric Learning by Quadratic Programming
This paper introduces a semi-supervised distance metric learning algorithm which uses pair-wise equivalence (similarity and dissimilarity) constraints to improve the original dist...
Hakan Cevikalp
PPOPP
2009
ACM
16 years 1 months ago
Petascale computing with accelerators
A trend is developing in high performance computing in which commodity processors are coupled to various types of computational accelerators. Such systems are commonly called hybr...
Michael Kistler, John A. Gunnels, Daniel A. Broken...
DATE
2009
IEEE
135views Hardware» more  DATE 2009»
16 years 1 months ago
Heterogeneous coarse-grained processing elements: A template architecture for embedded processing acceleration
Reconfigurable Architectures are good candidates for application accelerators that cannot be set in stone at production time. FPGAs however, often suffer from the area and perfor...
Giovanni Ansaloni, Paolo Bonzini, Laura Pozzi