Abstract
It is shown in the paper that an interval data fusion procedure can be carried out by means of representation of intervals on the real line by weak order relations (or rankings) over set of discrete values belonging to these intervals. It is possible to determine a consensus ranking for collection of discrete values rankings, corresponding to initial intervals. The highest ranked value, accepted as a result of the fusion, guarantees improved accuracy and robustness of the interval data fusion procedure outputs.
| Original language | English |
|---|---|
| Article number | 012064 |
| Journal | Journal of Physics: Conference Series |
| Volume | 772 |
| Issue number | 1 |
| DOIs | |
| Publication status | Published - 12 Dec 2016 |
| Event | 2016 Joint IMEKO TC1-TC7-TC13 Symposium: Metrology Across the Sciences: Wishful Thinking? - Berkeley, United States Duration: 3 Aug 2016 → 5 Aug 2016 |
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ASJC Scopus subject areas
- Physics and Astronomy(all)
Cite this
Representation of interval data by weak orders yields robustness of the data fusion outcomes. / Muravyov, S. V.; Khudonogova, L. I.; Marinushkina, I. A.
In: Journal of Physics: Conference Series, Vol. 772, No. 1, 012064, 12.12.2016.Research output: Contribution to journal › Article
}
TY - JOUR
T1 - Representation of interval data by weak orders yields robustness of the data fusion outcomes
AU - Muravyov, S. V.
AU - Khudonogova, L. I.
AU - Marinushkina, I. A.
PY - 2016/12/12
Y1 - 2016/12/12
N2 - It is shown in the paper that an interval data fusion procedure can be carried out by means of representation of intervals on the real line by weak order relations (or rankings) over set of discrete values belonging to these intervals. It is possible to determine a consensus ranking for collection of discrete values rankings, corresponding to initial intervals. The highest ranked value, accepted as a result of the fusion, guarantees improved accuracy and robustness of the interval data fusion procedure outputs.
AB - It is shown in the paper that an interval data fusion procedure can be carried out by means of representation of intervals on the real line by weak order relations (or rankings) over set of discrete values belonging to these intervals. It is possible to determine a consensus ranking for collection of discrete values rankings, corresponding to initial intervals. The highest ranked value, accepted as a result of the fusion, guarantees improved accuracy and robustness of the interval data fusion procedure outputs.
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U2 - 10.1088/1742-6596/772/1/012064
DO - 10.1088/1742-6596/772/1/012064
M3 - Article
VL - 772
JO - Journal of Physics: Conference Series
JF - Journal of Physics: Conference Series
SN - 1742-6588
IS - 1
M1 - 012064
ER -