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Titlebook: International Joint Conference; CISIS’15 and ICEUTE’ Álvaro Herrero,Bruno Baruque,Emilio Corchado Conference proceedings 2015 Springer Inte

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Email Spam Filtering Using the Combination of Two Improved Versions of Support Vector Domain Descripe minimal spheres, while the second replaces the standard decision function of SVDD by a new improved one. An experimental evaluation of the proposed method is carried out on a benchmark spam email dataset. The experimental results demonstrate that the proposed method achieves high recognition rate with good generalization ability.
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Neural Analysis of HTTP Traffic for Web Attack Detectioniding an overview of HTTP traffic as well as identifying anomalous situations, responding to the challenges presented by volume, dynamics and diversity of that traffic. The applied dimensionality reduction based on Neural Networks, enables the most interesting projections of an HTTP traffic dataset to be extracted.
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edition. The translation was done with the help of artificial intelligence (machine translation by the service DeepL.com). A subsequent human revision was done primarily in terms of content, so that the book will read stylistically differently from a conventional translation.
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