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Extra info for Advanced Machine Learning Technologies and Applications: First International Conference, AMLTA 2012, Cairo, Egypt, December 8-10, 2012. Proceedings
Some of the knowledge extracted from such data may be misleading or even lost. In many fields, such as banking, educational, medical or military similar databases are kept at many sites. Each database stores information about local treatments and uses attributes suitable for locally collected information. Since the local situations can be similar, the majority of attributes are compatible among databases ,,. Values of attributes are codes, such as disease or treatment code, patient category.
A parameterised fuzzy Petri net (PFP-net) is a tuple N = (P, T , S, I, O, α, β, γ, Op, δ, M 0), where (1) P, T, S, I, O, α, β, γ, δ, M 0 have the same meaning as in Definition 1, and (2) Op is a finite set of parameterised families of sums and products called the set of parameterised operators. The behaviour of parameterised fuzzy Petri nets is deﬁned in an analogous way as for the case of generalised fuzzy Petri nets. The main diﬀerence between these two models is that for a parameterised fuzzy Petri net instead of a concrete tnorm and s-norm we take a suitable pair of parameterised families of sums and products.
Random cut generation. This part of our future research is closely related to the topic of scalability of rough-set-based algorithms, which is particularly challenging with respect to fast heuristic evaluation of subsets of numeric attributes [14,15]. Another interesting aspect relates to the tasks involving numeric decision attributes – a special case of complex decision problems, where standard decision classes may be replaced by other some types of structures [3,7]. References 1. : Combining Nearest Neighbor Classiﬁers Through Multiple Feature Subsets.