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Titlebook: Computational and Ambient Intelligence; 9th International Wo Francisco Sandoval,Alberto Prieto,Manuel Gra?a Conference proceedings 2007 Spr

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發(fā)表于 2025-3-21 16:49:11 | 只看該作者 |倒序?yàn)g覽 |閱讀模式
書目名稱Computational and Ambient Intelligence
副標(biāo)題9th International Wo
編輯Francisco Sandoval,Alberto Prieto,Manuel Gra?a
視頻videohttp://file.papertrans.cn/234/233223/233223.mp4
叢書名稱Lecture Notes in Computer Science
圖書封面Titlebook: Computational and Ambient Intelligence; 9th International Wo Francisco Sandoval,Alberto Prieto,Manuel Gra?a Conference proceedings 2007 Spr
描述We present in this volume the collection of finally accepted papers for the ninth e- tion of the IWANN conference (“International Work-Conference on Artificial Neural Networks”). This biennial meeting focuses on the foundations, theory, models and applications of systems inspired by nature (neural networks, fuzzy logic and evo- tionary systems). Since the first edition of IWANN in Granada (LNCS 540, 1991), the computational intelligence community and the domain itself have matured and evolved. Under the computational intelligent banner we find a very heterogeneous scenario with a main interest and objective: to better understand nature and natural entities for the correct elaboration of theories, models and new algorithms. For scientifics, engineers and professionals working in the area, this is a very good way to get real, solid and c- petitive applications. More and more, these new computational techniques are used in applications that try to bring a new situation of well-being to the user. The conjunction of a more and more miniaturized hardware together with the growing computational intelligence embodied in this hardware leads us towards fully integrated embedded systems-on- c
出版日期Conference proceedings 2007
關(guān)鍵詞algorithms; ambient intelligence; fuzzy; fuzzy system; fuzzy systems; genetic algorithms; intelligence; ker
版次1
doihttps://doi.org/10.1007/978-3-540-73007-1
isbn_softcover978-3-540-73006-4
isbn_ebook978-3-540-73007-1Series ISSN 0302-9743 Series E-ISSN 1611-3349
issn_series 0302-9743
copyrightSpringer-Verlag Berlin Heidelberg 2007
The information of publication is updating

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A Comparative Study of PCA, ICA and Class-Conditional ICA for Na?ve Bayes Classifiere preprocessing procedures, namely Principle Component Analysis (PCA), Independent Component Analysis (ICA) and class-conditional ICA, for Na?ve Bayes classifier. It is found that all the three procedures keep improving the performance of the Na?ve Bayes classifier with the increase of the number of
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Effect of Increasing Inhibitory Inputs on Information Processing Within a Small Network of Spiking Nxcitatory unit E and an inhibitory unit I is studied. The membrane potential of the neuron A is described by a jump diffusion model. Several types of interspike interval distributions of the excitatory strong inputs are considered as Poissonian inhibitory inputs increase intensity. It is shown that,
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Power Quality Event Identification Using Higher-Order Statistics and Neural Classifiersals. Their maxima and minima are the main features, and the classification strategy is based in competitive layers. Concretely, we concentrate on the task of differentiating two types of transients (short duration and long duration). By measuring the fourth-order central cumulants’ maxima and minima
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Bio-inspired Memory Generation by Recurrent Neural Networksntal investigations. A large body of evidence suggests that higher brain centres of insects are important for learning, short-term and long-term memory and play an important role for context generalisation. In this paper, we focus on artificial recurrent neural networks that model non-linear systems
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A Study on the Use of Statistical Tests for Experimentation with Neural Networks study of the non-parametric tests use is presented, using some well-known models of neural networks. The results show the need of using non-parametric statistic, because the Artificial Neural Networks used do not verify the hypothesis required for classical parametric tests.
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