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10 documents found, showing 1 through 10.

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Link-based classification using labeled and unlabeled data. ICML 2003 workshop on The Continuum
by Qing Lu, Lise Getoor — 2003 — in Machine Learning and Data Mining
…Link-based Classification using Labeled and Unlabeled Data Qing Lu QINGLU@(email omitted); Dept…
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Effective Heuristics for Domain-Specific Online Web Searching
by John Bellardo, Robert Boyer, Greg Hamerly
… heuristic which predicts the utility of a link based on the classication of the parent page and the presence…
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Learning contextual dependency network models for link-based classifi23 on. We also performed
by Yonghong Tian, Qiang Yang, Tiejun Huang, Charles X. Ling, Wen Gao, Senior Member, Senior Member — IEEE Transaction on Knowledge and Data Engineering
… Contextual Dependency Network Models for Link-Based Classification Yonghong Tian, Member, IEEE, Qiang Yang…
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Enhanced Hypertext Categorization Using Hyperlinks
by Soumen Chakrabarti, Byron Dom, and Piotr Indyk, Piotr Indyk — 1998
… classification All of the link-based classification techniques will be built on top of a core classifier called…
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Classification in networked data
by A Toolkit, Sofus A. Macskassy, Foster Provost, Andrew Mccallum — 2006
… and then applied the link-based classifiers as their relational model. The simplest network classification…
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Detecting Spam blogs: A machine learning approach
by Pranam Kolari, Akshay Java, Tim Finin, Tim Oates, Anupam Joshi — 2006 — 2006. Proceedings of the 21st National Conference on Artificial Intelligence (AAAI
… is studied from the PageRank and the link-based classification perspective. However, it is still not clear…
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A Graph-based Approach to Named Entity Categorization in Wikipedia using Conditional Random Fields
by Yotaro Watanabe, Masayuki Asahara, Yuji Matsumoto — 2007
…) or collective (Getoor et al., 2001; Taskar et al., 2002). Lu et al. (2003a; 2003b) proposed link-based…
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Iterative Ensemble Classification for Relational Data: A Case Study of Semantic Web Services
by Andreas Heß, Nick Kushmerick — 2004 — In Proceedings of the 15th European Conference on Machine Learning
… one classifier. These approaches include ensemble learning, co-training, and link-based classification…
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Accurate Semi-supervised Classification for Graph Data
by Frank Lin
…-supervised link-based algorithm such as the one proposed here. Based on these observations, we propose a simple…
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A Pluralist Approach to Interdomain Communication Security
by unknown authors
… addresses, TCP/UDP port numbers, etc.) and incoming link. Based on the classification, the packet may…
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