By Yalemisew M. Abgaz, Muhammad Javed, Claus Pahl (auth.), Leszek Rutkowski, Marcin Korytkowski, Rafał Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada (eds.)
The two-volume set LNAI 7267 and 7268 (together with LNCS 7269 ) constitutes the refereed complaints of the eleventh foreign convention on man made Intelligence and smooth Computing, ICAISC 2012, held in Zakopane, Poland in April/ may possibly 2012. The 212 revised complete papers offered have been conscientiously reviewed and chosen from 483 submissions. The papers are geared up in topical sections on neural networks and their functions, machine imaginative and prescient, photograph and speech research, info mining, implementation, bioinformatics, biometrics and clinical purposes, concurrent parallel processing, agent platforms, robotics and keep watch over, man made intelligence in modeling and simulation, a number of difficulties od synthetic intelligence.
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Additional resources for Artificial Intelligence and Soft Computing: 11th International Conference, ICAISC 2012, Zakopane, Poland, April 29-May 3, 2012, Proceedings, Part II
C Springer-Verlag Berlin Heidelberg 2012 14 V. Bart´ık of the pages, we use the vector space model with the modiﬁed TF-IDF weights for text terms. The visual properties of a web page are represented as another vector of properties. If we have these both vectors, we can compute the textual and visual similarity of web documents. The combination of both similarity measures forms the aggregate similarity of web pages. In the ﬁrst part of the paper, the way of getting necessary information from web pages and its representation is introduced.
577–582. C (2003) 7. : VIPS: a Vision-based Page Segmentation Algorithm. Technical Report MSR-TR-2003-79, Microsoft (2004) 8. : Automatic Document Structure Detection for Data Integration. In: Abramowicz, W. ) BIS 2007. LNCS, vol. 4439, pp. 391–397. Springer, Heidelberg (2007) 9. : Block-based Web Search. In: The 27th Annual International ACM SIGIR Conference on Information Retrieval, pp. 440–447. ACM, Sheﬃeld (2004) 10. : Clustering hypertext with applications to web searching. In: Proceedings of the 11th ACM Conference on Hypertext and Hypermedia, pp.
Experiments of Visual Similarity. In this experiment, we assume that pages from the same web site have also high visual similarity. 4. These attributes will be omitted in this experiment, although they are important in the general process of measuring the similarity of web pages. com. The results are shown in Table 2. From the table we can see that this computation cannot be used independently to detect similarity of web pages. But it is applicable as a supporting mean in combination with textual similarity.