By Klaus Miesenberger, Christian Bühler, Petr Penaz
The quantity set LNCS 9758 and 9759, constitutes the refereed lawsuits of the fifteenth overseas convention on pcs supporting individuals with detailed wishes, ICCHP 2015, held in Linz, Austria, in July 2016.
The one hundred fifteen revised complete papers and forty eight brief papers offered have been rigorously reviewed and chosen from 239 submissions. The papers integrated within the first quantity are geared up within the following topical sections: paintings Karshmer lectures in entry to arithmetic, technology and engineering; expertise for inclusion and participation; cellular apps and systems; accessibility of internet and pics; ambient assisted residing (AAL) for getting older and incapacity; the impression of PDF/UA on obtainable PDF; average instruments and tactics in available booklet construction; available e-learning – e-learning for accessibility/AT; inclusive settings, pedagogies and techniques in ICT-based studying for disabled and non-disabled humans; electronic video games accessibility; consumer adventure and feelings for accessibility (UEE4A).
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Extra info for Computers Helping People with Special Needs: 15th International Conference, ICCHP 2016, Linz, Austria, July 13-15, 2016, Proceedings, Part I
Thus, our initialization algorithm is faster than classical Kalman ﬁlter, moreover it is iterated for a low number of steps (usually twice). Surely, this approach has a time complexity greater than random initialization. However, looking at BP Algorithm, we can observe that Eq. , matrix multiplications or multiplications between matrices and vectors) in a minor quantity; moreover it needs a smaller number of cycles. Furthermore, we have seen that BI generally leads to a noticeable decrease of steps necessary for the convergence of the BP algorithm with respect to random initialization.
Art was an outstanding researcher, an extraordinary pedagogue, who knew how to build on students knowledge to make them progress, and excellent speaker, who caught immediately his audience. But Art was also a wonderful friend. We were meeting all around, in Linz, Paris, San Francisco or anywhere else, like in his house in Tampa. Whatever time since last meeting, he always add new questions for you, new things he wanted to understand, but also he wanted to understand what you think of this or that, with your different culture and background.
Miesenberger et al. ): ICCHP 2016, Part I, LNCS 9758, pp. 7–14, 2016. A. Farulla et al. symbols in printed documents yet, since the large amount of diﬀerent patterns to recognize does not allow fast convergence of the training algorithms. In this paper, we address this problem by means of an original use of the Kalman ﬁlter (mainly based on the work of Murru and Rossini ), with the aim of improving the rate of convergence in the training of ANNs even in presence of a large amount of patterns that must be recognized.
Computers Helping People with Special Needs: 15th International Conference, ICCHP 2016, Linz, Austria, July 13-15, 2016, Proceedings, Part I by Klaus Miesenberger, Christian Bühler, Petr Penaz