Please use this identifier to cite or link to this item:
https://open.uns.ac.rs/handle/123456789/10399
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Rapaić D. | en |
dc.contributor.author | Krstanović, Lidija | en |
dc.contributor.author | Ralević, Nebojša | en |
dc.contributor.author | Obradović, Ratko | en |
dc.contributor.author | Klipa D. | en |
dc.date.accessioned | 2020-03-03T14:39:19Z | - |
dc.date.available | 2020-03-03T14:39:19Z | - |
dc.date.issued | 2019-01-01 | en |
dc.identifier.issn | 14528630 | en |
dc.identifier.uri | https://open.uns.ac.rs/handle/123456789/10399 | - |
dc.description.abstract | © 2019 University of Belgrade. In this work, we focus on two things: First, in addition to the data measurement uncertainty, we develop a novel probabilistic model by imposing the additive noise in the classical fuzzy regression model. We obtain the baseline LS estimation as the maximum likelihood estimation for regression parameters. Moreover, by assuming the heavy tail distribution and by introducing the Huber norm instead of square in the cost function, we obtain more general robust fuzzy M-estimator, much more suitable for modeling the outliers often present in the data sets. | en |
dc.relation.ispartof | Applicable Analysis and Discrete Mathematics | en |
dc.title | Sparse regularized fuzzy regression | en |
dc.type | Journal/Magazine Article | en |
dc.identifier.doi | 10.2298/AADM171227021R | en |
dc.identifier.scopus | 2-s2.0-85076718504 | en |
dc.identifier.url | https://api.elsevier.com/content/abstract/scopus_id/85076718504 | en |
dc.relation.lastpage | 604 | en |
dc.relation.firstpage | 583 | en |
dc.relation.issue | 2 | en |
dc.relation.volume | 13 | en |
item.grantfulltext | none | - |
item.fulltext | No Fulltext | - |
crisitem.author.dept | Fakultet tehničkih nauka, Departman za opšte discipline u tehnici | - |
crisitem.author.dept | Fakultet tehničkih nauka, Departman za opšte discipline u tehnici | - |
crisitem.author.dept | Fakultet tehničkih nauka, Departman za opšte discipline u tehnici | - |
crisitem.author.parentorg | Fakultet tehničkih nauka | - |
crisitem.author.parentorg | Fakultet tehničkih nauka | - |
crisitem.author.parentorg | Fakultet tehničkih nauka | - |
Appears in Collections: | FTN Publikacije/Publications |
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