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ICML
2006
IEEE
16 years 4 months ago
Simpler knowledge-based support vector machines
If appropriately used, prior knowledge can significantly improve the predictive accuracy of learning algorithms or reduce the amount of training data needed. In this paper we intr...
Quoc V. Le, Alex J. Smola, Thomas Gärtner
ICML
2003
IEEE
16 years 4 months ago
The Pre-Image Problem in Kernel Methods
In this paper, we address the problem of finding the pre-image of a feature vector in the feature space induced by a kernel. This is of central importance in some kernel applicatio...
James T. Kwok, Ivor W. Tsang
IEEEIAS
2008
IEEE
15 years 10 months ago
COTraSE: Connection Oriented Traceback in Switched Ethernet
Layer 2 traceback is an important component of end-toend packet traceback. Whilst IP traceback identiï¬es the origin network, L2 traceback extends the process to provide a more ï...
Marios S. Andreou, Aad P. A. van Moorsel
ICC
2007
IEEE
116views Communications» more  ICC 2007»
15 years 10 months ago
Skip Tree Graph: a Distributed and Balanced Search Tree for Peer-to-Peer Networks
Abstract—Skip Tree Graph is a novel, distributed, data structure for peer-to-peer systems that supports exact-match and order-based queries such as range queries efï¬ciently. It...
Alejandra González Beltrán, Paul Sag...
ICC
2007
IEEE
126views Communications» more  ICC 2007»
15 years 10 months ago
Estimating Ridge Topologies with High Curvature for Fingerprint Authentication Systems
— An orientation model provides an analytical means for describing ï¬ngerprint ridge orientations. It can help in data storage and recovery as well as other possible communicati...
Yi Wang, Jiankun Hu