Tri-ordinal factor analysis
Publikation: Beitrag in Buch/Konferenzbericht/Sammelband/Gutachten › Beitrag in Konferenzband › Beigetragen › Begutachtung
Beitragende
Abstract
We present a new factor analytical technique for three-way data based on Triadic Concept Analysis. Previous works in this direction focused on reducing the complexity of triadic data by using triadic concepts. In this paper we propose a method of grouping these concepts into well-structured families such that the factors can be interpreted as many-valued ones. Thereby we lift the already existing theory of ordinal factorisations to the triadic setting.
Details
Originalsprache | Englisch |
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Titel | Formal Concept Analysis - 11th International Conference, ICFCA 2013, Proceedings |
Seiten | 125-140 |
Seitenumfang | 16 |
Publikationsstatus | Veröffentlicht - 2013 |
Peer-Review-Status | Ja |
Publikationsreihe
Reihe | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
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Band | 7880 LNAI |
ISSN | 0302-9743 |
Konferenz
Titel | 11th International Conference on Formal Concept Analysis, ICFCA 2013 |
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Dauer | 21 - 24 Mai 2013 |
Stadt | Dresden |
Land | Deutschland |
Schlagworte
ASJC Scopus Sachgebiete
Schlagwörter
- Factor Analysis, three-mode data, three-way, Triadic Concept Analysis