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Castillo, Carlos
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Efficient algorithms for large-scale local triangle counting
Becchetti L., Boldi P., Castillo C., Gionis A. ACM Transactions on Knowledge Discovery from Data 4(3): 1-28, 2010. Type: Article
Becchetti et al. present efficient approximation algorithms that count the number of local triangles in large graphs (both undirected and directed). They suggest possible applications of the counting algorithms for Web spam detection a...
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Feb 23 2011
Taxonomy-driven lumping for sequence mining
Bonchi F., Castillo C., Donato D., Gionis A. Data Mining and Knowledge Discovery 19(2): 227-244, 2009. Type: Article
Taxonomy-driven data mining is a popular research area that concentrates on algorithms that operate on taxonomies. The algorithms produce concise representations of the data provided, in an efficient manner, by using the taxonomy to co...
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Jan 18 2010
Finding high-quality content in social media
Agichtein E., Castillo C., Donato D., Gionis A., Mishne G. Web search and Web data mining (Proceedings of the International Conference on Web search and Web Data Mining, Palo Alto, California, Feb 11-12, 2008) 183-194, 2008. Type: Proceedings
The presented research proposes a framework for establishing a quality control system for user input into question answering (QA) systems such as Yahoo! Answers. This is a very well-presented and easy-to-read investigation into ways to...
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May 15 2008
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