Titlebook: Intelligent Information Processing and Web Mining; Proceedings of the I Mieczys?aw A. K?opotek (Conference Co-Chair),S?awo Conference proce

饑荒

vascular

巧思

Confusion Matrix Visualizationsifier. The methodology serves to assist the analysis of multi-class classification problems, where the final result of averaged accuracy or averaged error is not sufficient. The approach may be used to control and tune different classifiers applied to the same data set or a single classifier applie

mechanical

Independent Component Analysis for Filtration in Data Miningrings some positive as well as some negative features in terms of prediction quality. Different criteria can indicate different models as the best solution. Our aim is to utilize results from many models, identify common destructive components as precisely as possible and eliminate them. This will b

ineluctable

抗生素

Coevolutionary feature construction for transformation of representation of machine learnersature transformation expressions, encoded in a form of fixed-length sequences of predefined elementary operations. Two variants of the method are proposed. One of them involves evolutionary computation for searching the space of possible solutions, whereas the other one engages cooperative coevoluti

主動脈

Theory of Collective Intelligence provides formal relations between Intelligence, Life, and Evolutionce processes in their own environment. This model seems to be valid for the whole spectrum: humans, ants, bacterial colonies, formal agents; is short and abstracts from definitions of Life. Thus, CI can be used to relate Life, Intelligence and Evolution. This approach presents Evolution as more com

Anticlimax

Application of evolutionary computing to conformational analysis of new drugs. The goal is to find the optimal spatial configuration of a molecule, which corresponds to finding its energy minimum by rotation of torsion angles. A number of experimental results obtained with different evolutionary mechanisms and parameters and further evaluate them on a real-life

Grating

Anemia