By Aristidis Likas, Konstantinos Blekas, Dimitris Kalles
This e-book constitutes the lawsuits of the eighth Hellenic convention on man made Intelligence, SETN 2014, held in Ioannina, Greece, in could 2014. There are 34 common papers out of 60 submissions, moreover five submissions have been authorized as brief papers and 15 papers have been approved for 4 specific classes. They take care of emergent subject matters of synthetic intelligence and are available from the SETN major convention in addition to from the subsequent specific periods on motion languages: idea and perform; computational intelligence innovations for bio sign research and overview; online game man made intelligence; multimodal advice platforms and their functions to tourism.
Read or Download Artificial Intelligence: Methods and Applications: 8th Hellenic Conference on AI, SETN 2014, Ioannina, Greece, May 15-17, 2014. Proceedings PDF
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Additional info for Artificial Intelligence: Methods and Applications: 8th Hellenic Conference on AI, SETN 2014, Ioannina, Greece, May 15-17, 2014. Proceedings
1 Automatic Fuzzy Rule Generation gClass makes use of three cursors, termed datum significance (DS) method , , extended recursive density estimation (ERDE) method and generalized adaptive resonance+ (GART+) theory, to fathom the quality of the datum. The DS method is bluepriented to pry the datum statistical contribution, in turn supplies a contribution of a hypothetical fuzzy rule in the future. The ERDE method  is used to figure out the position of the focalpoint in the input space, whether or not it lies on a strategic position in the input space with respect to the all training samples.
Note also, that in this case djslope is close to dmax . g. outliers), the algorithm is likely to choose some of them as initial estimates of cluster representatives. However, a small initial value of η for these representatives will make diﬃcult their movement to dense in data regions. In this case η is set initially equal to djslope which, in this case, turns out to be signiﬁcantly larger than dmax . Experiments show that dmax is a small value for η in this case, while djslope leads to better cluster estimations.
This approach has been exemplified by , , where the input weights are obtained by the FSC in the feature space. As vindicated by , the FSC is more convenient to be inquired in the empirical feature space with the kernel trick approach. This is mainly attributed by which the within class scatter matrix and the between class scatter matrix do not attract a continuous adjustment in the every training episode. Importantly, the construct of FSC in the empirical feature space is amended in such a way to be appropriate with the online learning demand of the evolving system.
Artificial Intelligence: Methods and Applications: 8th Hellenic Conference on AI, SETN 2014, Ioannina, Greece, May 15-17, 2014. Proceedings by Aristidis Likas, Konstantinos Blekas, Dimitris Kalles