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NECO
2010
97views more  NECO 2010»
15 years 5 months ago
Rademacher Chaos Complexities for Learning the Kernel Problem
In this paper we develop a novel generalization bound for learning the kernel problem. First, we show that the generalization analysis of the kernel learning problem reduces to in...
Yiming Ying, Colin Campbell
SIGMETRICS
2010
ACM
147views Hardware» more  SIGMETRICS 2010»
15 years 5 months ago
On random walks in direction-aware network problems
Graph theory provides a powerful set of metrics and conceptual ideas to model and investigate the behavior of communication networks. Most graph-theoretical frameworks in the netw...
Ali Tizghadam, Alberto Leon-Garcia
DLOG
2010
15 years 4 months ago
Optimization Techniques for Fuzzy Description Logics
Sophisticated uncertainty representation and reasoning are necessary for the alignment and integration of Web data from different sources. For this purpose the extension of the Des...
Nikos Simou, Theofilos P. Mailis, Giorgos Stoilos,...
DSTEP
2010
15 years 4 months ago
A Discussion of Three Visualisation Approaches to Providing Cognitive Support in Variability Management
: Variability management in software intensive systems can be a complex and cognitively challenging process. Configuring a Software Product Line with thousands of variation points ...
Ciarán Cawley, Patrick Healy, Goetz Botterw...
ICIP
2010
IEEE
15 years 4 months ago
Auction protocol for camera active control
In this paper, we apply the auction-based theories in economics to camera networks. We develop a set of auction protocols to do camera active control (pan/tilt/zoom) intelligently...
Yiming Li, Bir Bhanu, Wei Lin