Granular computing for data mining (2006)
by
Yiyu Yao
| Venue: | Proceedings of SPIE Conference on Data Mining, Intrusion Detection, Information Assurance, and Data Networks Security |
| Citations: | 3 - 1 self |
BibTeX
@INPROCEEDINGS{Yao06granularcomputing,
author = {Yiyu Yao},
title = {Granular computing for data mining},
booktitle = {Proceedings of SPIE Conference on Data Mining, Intrusion Detection, Information Assurance, and Data Networks Security},
year = {2006},
pages = {1--12}
}
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Abstract
Granular computing, as an emerging research field, provides a conceptual framework for studying many issues in data mining. This paper examines some of those issues, including data and knowledge representation and processing. It is demonstrated that one of the fundamental tasks of data mining is searching for the right level of granularity in data and knowledge representation. 1.
