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FLAIRS
2004
15 years 8 months ago
Invariance of MLP Training to Input Feature De-correlation
In the neural network literature, input feature de-correlation is often referred as one pre-processing technique used to improve the MLP training speed. However, in this paper, we...
Changhua Yu, Michael T. Manry, Jiang Li
FORTE
2004
15 years 8 months ago
How Synchronisation Strategy Approximation in PEPA Implementations Affects Passage Time Performance Results
Passage time densities are useful performance measurements in stochastic systems. With them the modeller can extract probabilistic quality-of-service guarantees such as: the proba...
Jeremy T. Bradley, Stephen T. Gilmore, Nigel Thoma...
IFIP8
2004
15 years 8 months ago
Towards Highly Adaptive Services for Mobile Computing
: The heterogeneity of device capabilities, network conditions and user contexts that is associated with mobile computing has emphasized the need for more advanced forms of adaptat...
Alessandra Agostini, Claudio Bettini, Nicolò...
MASCOTS
2004
15 years 8 months ago
Modeling the Burstiness of TCP
In this paper we investigate the burstiness of the Transmission Control Protocol (TCP) and its impact on a network of finite TCP connections. A detailed TCP and network model is d...
Peter Dimopoulos, Panlop Zeephongsekul, Zahir Tari
MASCOTS
2004
15 years 8 months ago
Engineering Mobile Wireless Publish/Subscribe Systems for High Performance
Decoupling flexible, scalable and asynchronous nature of publish/subscribe systems makes them a good choice for the mobile wireless domain. Our research investigates the applicati...
Umar Farooq, Shikharesh Majumdar, Eric W. Parsons