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ICML
2006
IEEE
16 years 5 months ago
Practical solutions to the problem of diagonal dominance in kernel document clustering
In supervised kernel methods, it has been observed that the performance of the SVM classifier is poor in cases where the diagonal entries of the Gram matrix are large relative to ...
Derek Greene, Padraig Cunningham
ICML
2003
IEEE
16 years 5 months ago
Representational Issues in Meta-Learning
To address the problem of algorithm selection for the classification task, we equip a relational case base with new similarity measures that are able to cope with multirelational ...
Alexandros Kalousis, Melanie Hilario
AINA
2009
IEEE
15 years 11 months ago
TopDNS: Experiences Building Internet-Based Topologies with GNP
Building realistic Internet topologies is an important step towards predicting the behavior of new distributed applications and protocols. We are creating topologies that predict ...
Gert Pfeifer, Christof Fetzer
IPPS
2008
IEEE
15 years 11 months ago
Enhancing application robustness through adaptive fault tolerance
As the scale of high performance computing (HPC) continues to grow, application fault resilience becomes crucial. To address this problem, we are working on the design of an adapt...
Zhiling Lan, Yawei Li, Ziming Zheng, Prashasta Guj...
MMM
2007
Springer
139views Multimedia» more  MMM 2007»
15 years 11 months ago
An Image Registration Method Based on the Local and Global Structures
We propose a novel feature-based image registration method using both the local and global structures of the feature points. To address various imaging conditions, we improve the l...
Nan Peng, Zhiyong Huang, Zujun Hou