An overview of properties and extensions of FOBI

Nordhausen, K.; Virta, J.

Aaltodoc
→
6b Artikkelit / Articles from Research information portal
→
[article-cris] Perustieteiden korkeakoulu / SCI
→
View Item

dc.contributor	Aalto-yliopisto	fi
dc.contributor	Aalto University	en
dc.contributor.author	Nordhausen, K.
dc.contributor.author	Virta, J.
dc.date.accessioned	2019-06-03T14:19:37Z
dc.date.available	2019-06-03T14:19:37Z
dc.date.issued	2019-06-01
dc.identifier.citation	Nordhausen , K & Virta , J 2019 , ' An overview of properties and extensions of FOBI ' , KNOWLEDGE-BASED SYSTEMS , vol. 173 , pp. 113-116 . https://doi.org/10.1016/j.knosys.2019.02.026	en
dc.identifier.issn	0950-7051
dc.identifier.other	PURE UUID: e2a0a80a-7bb1-413f-b8ca-0a50b0bcdfec
dc.identifier.other	PURE ITEMURL: https://research.aalto.fi/en/publications/e2a0a80a-7bb1-413f-b8ca-0a50b0bcdfec
dc.identifier.other	PURE LINK: http://www.scopus.com/inward/record.url?scp=85062150916&partnerID=8YFLogxK
dc.identifier.other	PURE FILEURL: https://research.aalto.fi/files/33659301/FOBI_final.pdf
dc.identifier.uri	https://aaltodoc.aalto.fi/handle/123456789/38394
dc.description.abstract	Recently, Spurek, Tabor, Struksi and Smieja (2018) suggested an independent component analysis method that is obtained via a generalized eigenvalue decomposition and stated that their estimator enjoys several useful properties. The estimator is however already known since 1989 as FOBI (Fourth order blind identification), and it indeed has many nice properties, even outside the independent component model. As there seems to be interest in the readers of Knowledge-Based Systems in the estimator, we shortly review it and various of its properties not mentioned by Spurek et al. (2018), along with some recent extensions of FOBI.	en
dc.format.extent	4
dc.format.extent	113-116
dc.format.mimetype	application/pdf
dc.language.iso	en	en
dc.publisher	Elsevier
dc.relation.ispartofseries	KNOWLEDGE-BASED SYSTEMS	en
dc.relation.ispartofseries	Volume 173	en
dc.rights	openAccess	en
dc.title	An overview of properties and extensions of FOBI	en
dc.type	A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä	fi
dc.description.version	Peer reviewed	en
dc.contributor.department	Vienna University of Technology
dc.contributor.department	Department of Mathematics and Systems Analysis
dc.subject.keyword	Independence property
dc.subject.keyword	Independent component analysis
dc.subject.keyword	Invariant coordinate selection
dc.identifier.urn	URN:NBN:fi:aalto-201906033479
dc.identifier.doi	10.1016/j.knosys.2019.02.026
dc.date.embargo	info:eu-repo/date/embargoEnd/2021-03-21