Transcription of REVIEW Seriation and Matrix Reordering Methods: …
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REVIEW Seriation and Matrix Reordering Methods: …
REVIEWS eriation and Matrix Reordering methods : An historical OverviewInnar Liiv Department of Informatics, Tallinn University of Technology, Tallinn, EstoniaReceived 11 October 2009; revised 18 January 2010; accepted 19 January 2010 online 11 March 2010 in Wiley InterScience ( ).Abstract: Seriation is an exploratory combinatorial data analysis technique to reorder objects into a sequence along aone-dimensional continuum so that it best reveals regularity and patterning among the whole series. Unsupervised learning,using Seriation and Matrix Reordering , allows pattern discovery simultaneously at three information levels: local fragmentsof relationships, sets of organized local fragments of relationships, and an overall structural pattern. This paper presents anhistorical overview of Seriation and matrixreordering methods , several applicationsfrom the following disciplines are includedin the retrospective REVIEW : archaeology and anthropology; cartography, graphics, and information visualization; sociology andsociometry; psychology and psychometry;ecology; biology and bioinformatics; cellular manufacturing; and operations research.
REVIEW Seriation and Matrix Reordering Methods: An Historical Overview Innar Liiv∗ Department of Informatics, Tallinn University of Technology, Tallinn, Estonia
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