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NCA
2007
IEEE
13 years 5 months ago
Using evolution to improve neural network learning: pitfalls and solutions
: Autonomous neural network systems typically require fast learning and good generalization performance, and there is potentially a trade-off between the two. The use of evolutiona...
John A. Bullinaria
NCA
2007
IEEE
13 years 5 months ago
A data reduction approach for resolving the imbalanced data issue in functional genomics
Learning from imbalanced data occurs frequently in many machine learning applications. One positive example to thousands of negative instances is common in scientific applications...
Kihoon Yoon, Stephen Kwek
NCA
2007
IEEE
14 years 2 days ago
Dynamic load balancing for network intrusion detection systems based on distributed architectures
Increasing traffic and the necessity of stateful analyses impose strong computational requirements on network intrusion detection systems (NIDS), and motivate the need of distrib...
Mauro Andreolini, Sara Casolari, Michele Colajanni...
NCA
2007
IEEE
14 years 2 days ago
Using Virtualization to Improve Software Rejuvenation
In this paper, we present an approach for software rejuvenation based on automated self-healing techniques that can be easily applied to off-the-shelf Application Servers and Inte...
Luís Moura Silva, Javier Alonso, Paulo Silv...
NCA
2007
IEEE
14 years 2 days ago
GORDA: An Open Architecture for Database Replication
Although database replication has been a standard feature in database management systems for a long time, third party solutions have been enjoying an increasing popularity. These ...
Alfrânio Correia Jr., José Pereira, L...