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| Titel: |
A linear transform scheme for building weighted scoring rules |
| Auteur: |
Hu, Tianming Sung, Sam Yuan Sun, Jing Ai, Xiao-Wei Ng, Peter A. |
| Verschenen in: |
Intelligent data analysis |
| Paginering: | Jaargang 16 (2012) nr. 3 pagina's 383-407 |
| Jaar: |
2012-05-09 |
| Inhoud: |
It is often necessary to combine multiple scores into a joint decision in many real-world applications. To that end, an essential challenge is to build a proper weighted scoring rule, which assigns more weight to the more important scores and derives a final scoring value. In this paper, we first introduce some desirable properties of weighted scoring rules, and then propose a scheme that can incorporate weights into scores in a natural way. In addition, we show our method has overcome some drawbacks of a classic weighted scoring method. Finally, as a case study, we apply these weighted scoring methods to outlier detection to evaluate how much they help solve the ultimate ranking problem. |
| Uitgever: |
IOS Press |
| Bronbestand: |
Elektronische Wetenschappelijke Tijdschriften |
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