Titlebook: Stochastic Simulation and Monte Carlo Methods; Mathematical Foundat Carl Graham,Denis Talay Textbook 2013 Springer-Verlag Berlin Heidelberg

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Textbook 2013tinuous-time martingale theory, then develop the analysis of pure-jump Markov processes, Poisson processes, and stochastic differential equations. In particular, they review the essential properties of Itô integrals and prove fundamental results on the probabilistic analysis of parabolic partial dif

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l of physiological signals and driver’s speech for emotion recognition and their requirements for ADAS. All steps of an automatic recognition system are explained: emotion elicitation, data preprocessing such as noise and artifacts removal, features extraction and selection, and finally classificati

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Carl Graham,Denis Talayge voice model in the adaptation procedure. The result of this work is a set of spectrum and fundamental frequency assessments which directly show the dependence of the voice quality on the amount of adaptation data together with the threshold definition.

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Carl Graham,Denis Talayence was found between the results of the two methods when trained and tested on Hungarian language (both SVM and NN classification accuracy was 75 %). In the case of training with Hungarian and testing with Italian healthy and depressed speech both classifiers reached 77 % of accuracy.

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