Corinna Cortes Daryl Pregibon ATT Labs-Research 180 Park Ave Bldg 103 Florham ...  Home/Search
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Abstract: We describe an industrial-strength data mining application in telecommunications. The application requires building a short (7 byte) profile for all telephone numbers seen on a large telecom network. By large, we mean very large: we maintain approximately 350 million profiles. In addition, the procedure for updating these profiles is based on processing approximately 275 million call records per day. We discuss the motivation for massive tracking and fully describe the definition and... (Update)
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...was placed. It might also contain derived information such as the degree to which the calling pattern from the number is business like [4]. Programs to compute signatures must be highly optimized because of the size of the data stream and the number of signatures tracked....
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Data Mining in Telecommunications - Weiss (Correct)
Hancock: A Language for Extracting Signatures from.. - Cortes, Fisher.. (2000) (Correct)
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BibTeX entry: (Update)
C. Cortes and D. Pregibon. Giga mining. In Proceedings of the Fourth International Conference on Knowledge Discovery and Data Mining, 1998. http://citeseer.ist.psu.edu/469772.html More
@inproceedings{ cortes98gigamining,
author = "Corinna Cortes and Daryl Pregibon",
title = "Giga-Mining",
booktitle = "Knowledge Discovery and Data Mining",
pages = "174-178",
year = "1998",
url = "citeseer.ist.psu.edu/469772.html" }
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