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Research Publication and Presentation |
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A Data Rearrangement Engine for Data Mining
This paper proposes ``a data rearrangement engine'' for data mining to
propose a framework for realizing efficient data manipulation in data
mining. The difference between a data rearrangement engine and a
relational database engine is that the primary focus of the former is
on the data manipulation called data rearrangement. In this paper, we
propose four basic operators in for the data rearrangement engine,
namely grouping, attribute addition, rearrangement, and fetch, and
introduce how they can be used for describing various
queries. Moreover, we propose a query language for accessing the data
rearrangement engine, and illustrate their effective and flexible
usages for image retrieval, clustering, and time series data.
Citation
Asanobu KITAMOTO,
"A Data Rearrangement Engine for Data Mining",
Technical Report of Institute of Electronics, Information, and Communication Engineers (IEICE),
Vol. PRMU2003-78,
pp. 19-24,
2003-9 (in Japanese)
BibTeX Format
@InProceedings{ k:prmu03-2,
author = {Asanobu KITAMOTO},
title = {A Data Rearrangement Engine for Data Mining},
booktitle = {Technical Report of Institute of Electronics, Information, and Communication Engineers (IEICE)},
volume = {PRMU2003-78},
pages = {19-24},
year = 2003,
month = 9,
doi = {},
note = { (in Japanese)},
}
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