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Pregled bibliografske jedinice broj: 490415

Časopis

Autori: Donevski, Davor; Milčić, Diana; Banić, Dubravko
Naslov: Effect of data scaling on color device model fitting
Izvornik: Journal of Industrial Engineering and Management (2013-8423) 3 (2010); 399-407
Vrsta rada: članak
Ključne riječi: regression model; characterization data; printer characterization; color reproduction
Sažetak:
Output devices in print production can be characterized by different characterization methods. One commonly used method of color device characterization is least squares fitting. In essence, the least squares fitting is used to determine the coefficients of a predetermined polynomial, such that the sum of squared differences between the values predicted by the model and the empirical data is minimal. The choice of the polynomial order and the cross product terms which best describe the behavior of a certain device is not obvious. This paper is a part of a larger study which investigates the criteria in the measurement data which can be used for optimal model selection. The part of the study covered in this paper addresses the data over fitting problem. It is investigated by comparing the performance of models of different polynomial orders on two different domains.
Projekt / tema: 128-1281955-1951
Izvorni jezik: ENG
Rad je indeksiran u
bazama podataka:
Scopus
Emerging Sources Citation Index (ESCI) (sastavni dio Web of Science Core Collectiona)
Kategorija: Znanstveni
Znanstvena područja:
Grafička tehnologija
URL cjelovitog teksta:
Časopis izlazi u samo elektroničkom izdanju: NE
Google Scholar: Effect of data scaling on color device model fitting
Upisao u CROSBI: ddonevsk@grf.hr (ddonevsk@grf.hr), 9. Stu. 2010. u 10:00 sati



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