Artificial Intelligence: Methods and Applications: 8th by Aristidis Likas, Konstantinos Blekas, Dimitris Kalles

By Aristidis Likas, Konstantinos Blekas, Dimitris Kalles

This publication constitutes the complaints of the eighth Hellenic convention on man made Intelligence, SETN 2014, held in Ioannina, Greece, in may possibly 2014. There are 34 ordinary papers out of 60 submissions, additionally five submissions have been authorised as brief papers and 15 papers have been permitted for 4 particular periods. They care for emergent subject matters of synthetic intelligence and are available from the SETN major convention in addition to from the subsequent designated periods on motion languages: thought and perform; computational intelligence suggestions for bio sign research and assessment; online game man made intelligence; multimodal suggestion structures and their functions to tourism.

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Extra resources for Artificial Intelligence: Methods and Applications: 8th Hellenic Conference on AI, SETN 2014, Ioannina, Greece, May 15-17, 2014. Proceedings

Example text

PClass address technical flaws of GENEFIS-class, which are detailed in the sequel as follows: • GENEFIS-class endures a rule growing demerit, where the novelty of streaming data is extracted with an unrealistic assumption of uniformly distributed streaming data of DS method and excludes spatial and temporal proximities of the datum with other data points. Consequently, it is incompetent to posit the rule focalpoints in the strategic zone of the input space, while being vulnerable with noisy streaming data and imbalanced training samples.

Each cluster is modelled by a normal distribution. 4·I2 , where I2 is the 2×2 identity matrix.

Improved GART Neural Network Model for Pattern Classification and Rule Extraction with Application to Power System. IEEE Transaction on Neural Network 22(12) (2011) 27. : Online Identification of Complex MultiInput-Multi-Output System Based on GENERIC Evolving Neuro-Fuzzy Inference System. In: Proceedings of the Symposium Series on Computational Intelligence, Singapore (2013) 28. : Fuzzy logic in control systems: Fuzzy logic controller. IEEE Transaction. , Man, Cybernetics, pt. I, II 20, 404–436 (1990) 29.

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