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ScienceDirect
https://www.sciencedirect.com › science › article › pii
Web page classification based on a support vector machine using a weighted vote schema
已发布: 2006/08/01
DOI: 10.1016/j.eswa.2005.09.079
引用者: 0
Keywords: Latent semantic analysis; Support vector machi…
页数: 9
Traditional information retrieval method use keywords occurring in documents to determine the class of the documents, but usually retrieves unrelated web pages. In order to effectively classify web pages solving the synonymous keyword problem, we propose a web page classification based on support ve...
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ResearchGate
https://www.researchgate.net › figure › Pack…
Package diagram – Architectural view of SVM Categorizer
Download scientific diagram | Package diagram – Architectural view of SVM Categorizer from publication: SVM Categorizer: A Generic Categorization Tool Using Support Vector Machines ...
IEEE Xplore
https://ieeexplore.ieee.org › document
Web Page Classification Based on SVM - IEEE Xplore
2006年6月23日 · This paper studies several key aspects of support vector machine (SVM) for Web page classification. Developed from statistical learning theory, SVM is widely investigated …
- 作者: Weimin Xue, Hong Bao, Weitong Huang, Yuchang Lu
- Publish Year: 2006
ACM Digital Library
https://dl.acm.org › doi
Web classification using support vector machine
2002年11月8日 · In this paper, we propose the use of Support Vector Machine (SVM) classifiers to classify web pages using both their text and context feature sets. We have experimented …
Springer
https://link.springer.com › chapter
A SVM Method for Web Page Categorization Based on Weight
Web page classification is an important research direction of web mining. In the paper, a SVM method of web page classification is presented. It include four steps: (1) using analysis module …
Github
https://github.com › yuhui-lin › web_page...
web_page_classification/svm.py at master · yuhui-lin/web_page
Deep learning algorithms for web page classification written in Tensorflow (Python). - yuhui-lin/web_page_classification
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What is a novel method for web page hierarchical classification?
In this paper, a novel method for web page hierarchical classification is addressed. In our approach, SVM is used as the basic algorithm to separate any two sub-categories under the same parent node.
Hierarchical Classification of Web Pages Using Support ... - Springer
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What is web classification?
In web classification, web pages from one or more web sites are assigned to pre-defined categories according to their content. Since web pages are more than just plain text documents, web classification methods have to consider using other context features of web pages, such as hyperlinks and HTML tags.
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What is a web page classification problem?
Journal of Intelligent Information Systems, 18 (2-3):219--241, 2002.]] Web page classification is the process of categorizing a web page into one or more classes which have been predetermined. If we remove all HTML tags from a web page, then this process can be considered as a text classification problem. However, this ...
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How to classify web pages using text and context features?
Since web pages are more than just plain text documents, web classification methods have to consider using other context features of web pages, such as hyperlinks and HTML tags. In this paper, we propose the use of Support Vector Machine (SVM) classifiers to classify web pages using both their text and context feature sets.
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How to separate sub-categories under the same parent node using SVM?
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Hierarchical Classification of Web Pages Using Support ... - Springer
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How to alleviate ill shift of SVM classifier caused by imbalanced training data?
In order to alleviate the ill shift of SVM classifier caused by imbalanced training data, we try to combine the original SVM classifier with BEV algorithm to create classifier called VOTEM. Then, a web document is assigned to a sub-category based on voting from all category-to-category classifiers.
Hierarchical Classification of Web Pages Using Support ... - Springer
link.springer.com
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ResearchGate
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SVM Classification Architecture | Download Scientific …
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Hierarchical Classification of Web Pages Using Support Vector …
In this paper, a novel method for web page hierarchical classification is addressed. In our approach, SVM is used as the basic algorithm to separate any two sub-categories under the …
ieee.org
https://ieeexplore.ieee.org › document
Web Document Classification using Support Vector Machine
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http://hanj.cs.illinois.edu › pdf
[PDF]
PEBL: Positive Example Based Learning for Web Page …
PEBL: Positive Example Based Learning for Web Page Classiﬁcation Using SVM Hwanjo Yu Department of Computer Science University of Illinois Urbana-Champaign, IL 61801 USA …
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