Tri-ordinal factor analysis

Publikation: Beitrag in Buch/Konferenzbericht/Sammelband/GutachtenBeitrag in KonferenzbandBeigetragenBegutachtung

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

OriginalspracheEnglisch
TitelFormal Concept Analysis - 11th International Conference, ICFCA 2013, Proceedings
Seiten125-140
Seitenumfang16
PublikationsstatusVeröffentlicht - 2013
Peer-Review-StatusJa

Publikationsreihe

ReiheLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Band7880 LNAI
ISSN0302-9743

Konferenz

Titel11th International Conference on Formal Concept Analysis, ICFCA 2013
Dauer21 - 24 Mai 2013
StadtDresden
LandDeutschland

Schlagworte

Schlagwörter

  • Factor Analysis, three-mode data, three-way, Triadic Concept Analysis