Titlebook: Hybrid Artificial Intelligent Systems; 6th International Co Emilio Corchado,Marek Kurzyński,Micha? Wo?niak Conference proceedings 2011 Spri

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Hybrid Artificial Intelligent Systems978-3-642-21219-2Series ISSN 0302-9743 Series E-ISSN 1611-3349

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https://doi.org/10.1007/978-3-642-21219-2genetic algorithms; image classification; knowledge engineering; machine learning; support vector machin

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0302-9743 of the 6th International Conference on Hybrid Artificial Intelligent Systems, HAIS 2011, held in Wroclaw, Poland, in May 2011. The 114 papers published in these proceedings were carefully reviewed and selected from 241 submissions. They are organized in topical sessions on hybrid intelligence system

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The Application of Artificial Intelligence Hybrid in Traffic Flowligence hybrid Markovian ants in Queuing System has been applied in the traffic flow research in this paper. The driver’s human intelligence has been substituted by Swarm intelligence. The analysed entropy of the pheromone signal among the ants in a column is analogue to the entropy of signals among successive vehicles in a traffic flow.

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Investigation of Genetic Algorithms with Self-Adaptive Crossover, Mutation, and Selectiona few local minima. The analysis of the results obtained was supported by statistical nonparametric Wilcoxon signed-rank tests. The algorithm employing self-adaptive selection revealed the best performance.

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SVM with Bounds of Confidence and PLS for Quantifying the Effects of Acupuncture on Migraine Patiential Least Squares are used as feature extraction technique, and Support Vector Machines with bounds of confidence are used to quantify the acupuncture effects on the brain activation pattern. Conclusions of this work prove that acupuncture produces new brain activation patterns when applied to migraine patients.

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