This paper analyzes the behavior of the XCS classifier system on imbalanced datasets. We show that XCS with standard parameter settings is quite robust to considerable class imbal...
In formal verification, we verify that a system is correct with respect to a specification. Even when the system is proven to be correct, there is still a question of how complete ...
This paper presents a benchmark suite for evaluating a configurable computing system's infrastructure, both tools and architecture. A novel aspect of this work is the use of ...
S. Kumar, Luiz Pires, Subburajan Ponnuswamy, C. Na...
Software reuse and especially the paradigm of software components are promising approaches to increase the efficiency of software development. One of the basic problems of software...
The ability to classify packets according to pre-defined rules is critical to providing many sophisticated value-added services, such as security, QoS, load balancing, traffic acco...