Advances in Data Mining. Applications and Theoretical by Petra Perner

By Petra Perner

This publication constitutes the refereed court cases of the 14th business convention on Advances in facts Mining, ICDM 2014, held in St. Petersburg, Russia, in July 2014. The sixteen revised complete papers provided have been conscientiously reviewed and chosen from a variety of submissions. the themes variety from theoretical facets of knowledge mining to purposes of knowledge mining, akin to in multimedia facts, in advertising and marketing, in medication and agriculture and in procedure regulate, and society.

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Extra info for Advances in Data Mining. Applications and Theoretical Aspects: 14th Industrial Conference, ICDM 2014, St. Petersburg, Russia, July 16-20, 2014. Proceedings

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The proposed method is evaluated with two mining tasks, Web page clustering and classification. It leads to a significant improvement when compared to previous template detection methods. Keywords: Template Detection, Information Extraction, Segmentation. 1 Introduction The World Wide Web has long become a huge container of information, which includes news and reports about politics, economics, culture, entertainment and others. Recently, developments of forum have further greatly increased the magnitude of information.

In: Proceedings of the Twelfth International Conference on Information and Knowledge Management, pp. 512–515. ACM (2003) 11. : Automatic web news extraction using tree edit distance. In: Proceedings of the 13th International Conference on World Wide Web, pp. 502–511. ACM (2004) 12. : Learning block importance models for web pages. In: Proceedings of the 13th International Conference on World Wide Web, pp. 203–211. ACM (2004) 13. : A fast and robust method for web page template detection and removal.

Will increase security of users from malicious and unwanted software. Contemporary web resources have a complex hierarchical structure and consist of multiple elements, including formatted text and graphical content, program code and links. This causes a number of problems inherent to the task of classifying web pages, with necessity to analyze colossal volumes of heterogeneous, often conflicting and P. ): ICDM 2014, LNAI 8557, pp. 39–54, 2014. © Springer International Publishing Switzerland 2014 40 I.

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