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PRL
2006
106views more  PRL 2006»
15 years 7 months ago
Invariances in kernel methods: From samples to objects
This paper presents a general method for incorporating prior knowledge into kernel methods such as Support Vector Machines. It applies when the prior knowledge can be formalized b...
Alexei Pozdnoukhov, Samy Bengio
SIAMJO
2008
212views more  SIAMJO 2008»
15 years 7 months ago
Convergence Rate of an Optimization Algorithm for Minimizing Quadratic Functions with Separable Convex Constraints
A new active set algorithm for minimizing quadratic functions with separable convex constraints is proposed by combining the conjugate gradient method with the projected gradient. ...
Radek Kucera
158
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QUESTA
2006
49views more  QUESTA 2006»
15 years 7 months ago
A survey on discriminatory processor sharing
The Discriminatory Processor Sharing (DPS) model is a multi-class generalization of the egalitarian Processor Sharing model. In the DPS model all jobs present in the system are se...
Eitan Altman, Konstantin Avrachenkov, Urtzi Ayesta
SIGIR
2008
ACM
15 years 7 months ago
Generalising multiple capture-recapture to non-uniform sample sizes
Algorithms in distributed information retrieval often rely on accurate knowledge of the size of a collection. The "multiple capture-recapture" method of Shokouhi et al. ...
Paul Thomas
201
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IJNSEC
2007
107views more  IJNSEC 2007»
15 years 7 months ago
A Rule-based Temporal Alert Correlation System
This paper reports a research work to address the problem of the large number of alerts generated by the detectors in an intrusion detection system. Some of these alerts are redun...
Peyman Kabiri, Ali A. Ghorbani