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NIPS
2004
15 years 8 months ago
Class-size Independent Generalization Analsysis of Some Discriminative Multi-Category Classification
We consider the problem of deriving class-size independent generalization bounds for some regularized discriminative multi-category classification methods. In particular, we obtai...
Tong Zhang
SEC
2004
15 years 8 months ago
Spam Filter Analysis
Unsolicited bulk email (aka. spam) is a major problem on the Internet. To counter spam, several techniques, ranging from spam filters to mail protocol extensions like hashcash, hav...
Flavio D. Garcia, Jaap-Henk Hoepman, Jeroen van Ni...
TNC
2004
112views Education» more  TNC 2004»
15 years 8 months ago
On the Joint Use of new TCP Proposals and IP-QoS on High Bandwidth-RTT Product Paths
A very practical network problem for the effective deployment of a transatlantic computational GRID which is the current under-utilisation of the newly available fat long pipes dr...
Andrea di Donato, Peter Clarke, Frank Saka, Javier...
WSC
2001
15 years 8 months ago
Global random optimization by simultaneous perturbation stochastic approximation
We examine the theoretical and numerical global convergence properties of a certain "gradient free" stochastic approximation algorithm called the "simultaneous pertu...
John L. Maryak, Daniel C. Chin
ECIS
2000
15 years 8 months ago
An Intelligent Interactive Knowledge Model for Decision Support in Real-Time Traffic Management
This paper proposes the use of advanced knowledge models to support real time decision for management problems as an adequate response to the current needs and technology. The new ...
Josefa Z. Hernández, Juan Manuel Serrano