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Cancer profiles by affinity propagation (2008)
Presentation / Conference Contribution
Ambrogi, F., Raimondi, E., Soria, D., Boracchi, P., & Biganzoli, E. M. Cancer profiles by affinity propagation. Presented at Seventh International Conference on Machine Learning and Applications, 2008. ICMLA'08

The affinity propagation algorithm is applied to a problem of breast cancer subtyping using traditional biologic markers. The algorithm provides a procedure to determine the number of profiles to be considered.

A well know breast cancer case serie... Read More about Cancer profiles by affinity propagation.

DCA for bot detection (2008)
Book Chapter
Al-Hammadi, Y., Aickelin, U., & Greensmith, J. (2008). DCA for bot detection. In IEEE Congress on Evolutionary Computation, 2008: CEC 2008. IEEE

Ensuring the security of computers is a non-trivial task, with many techniques used by malicious users to compromise these systems. In recent years a new threat has emerged in the form of networks of hijacked zombie machines used to perform complex d... Read More about DCA for bot detection.