Institutional Repository
Technical University of Crete
Technical University of Crete
EN
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EL
| URI | http://purl.tuc.gr/dl/dias/99B23A92-8829-4026-B5AC-043815470A87 | - |
| Identifier | http://ieeexplore.ieee.org/xpl/login.jsp?tp=&arnumber=4015566&url=http%3A%2F%2Fieeexplore.ieee.org%2Fiel5%2F79%2F4014420%2F04015566.pdf%3Farnumber%3D4015566 | - |
| Identifier | 10.1109/SP-M.2006.248713 | - |
| Language | en | - |
| Extent | 5 pages | en |
| Title | Wavelet-based approximation techniques in database systems | en |
| Creator | Garofalakis Minos | en |
| Creator | Γαροφαλακης Μινως | el |
| Publisher | Institute of Electrical and Electronics Engineers | en |
| Content Summary | Several recent studies have demonstrated the effectiveness of the wavelet transform as a tool for approximate query processing over massive relational tables and continuous data streams. The idea is to apply wavelet transform to the input relation to obtain a compact data synopsis that comprises a select small collection of wavelet coefficients. The excellent energy compaction and decorrelation properties of the wavelet transform allow for concise and effective approximate representations that exploit the structure of the data. Furthermore, wavelet transforms can generally be computed in linear time, thus allowing for very efficient algorithms. This paper provides a brief overview of recent work and results on wavelet-based approximation techniques for relational database systems | en |
| Type of Item | Peer-Reviewed Journal Publication | en |
| Type of Item | Δημοσίευση σε Περιοδικό με Κριτές | el |
| License | http://creativecommons.org/licenses/by/4.0/ | en |
| Date of Item | 2015-10-29 | - |
| Date of Publication | 2006 | - |
| Subject | Digital signal processing | en |
| Subject | Database systems | en |
| Subject | Wavelet transforms | en |
| Bibliographic Citation | M. Garofalakis, "Wavelet-based approximation techniques in database systems", IEEE Signal Process. Mag., vol. 23, no. 6, pp. 54-58, Nov. 2006. doi:10.1109/SP-M.2006.248713 | en |
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