A Linear Model for Three-Way Analysis of Facial Similarity

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dc.contributor.authorHepting, Daryl H.
dc.contributor.authorBin Amer, Hadeel Hatim
dc.contributor.authorYao, Yiyu
dc.date.accessioned2018-10-09T22:37:31Z
dc.date.available2018-10-09T22:37:31Z
dc.date.issued2018-05-18
dc.description.abstractCard sorting was used to gather information about facial similarity judgments. A group of raters put a set of facial photos into an unrestricted number of different piles according to each rater’s judgment of similarity. This paper proposes a linear model for 3-way analysis of similarity. An overall rating function is a weighted linear combination of ratings from individual raters. A pair of photos is considered to be similar, dissimilar, or divided, respectively, if the overall rating function is greater than or equal to a certain threshold, is less than or equal to another threshold, or is between the two thresholds. The proposed framework for 3-way analysis of similarity is complementary to studies of similarity based on features of photos.en_US
dc.description.authorstatusFacultyen_US
dc.description.peerreviewyesen_US
dc.description.sponsorshipNSERCen_US
dc.identifier.citationHepting D.H., Bin Amer H.H., Yao Y. (2018) A Linear Model for Three-Way Analysis of Facial Similarity. In: Medina J. et al. (eds) Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations. IPMU 2018. Communications in Computer and Information Science, vol 854. Springer, Chamen_US
dc.identifier.isbn978-3-319-91476-3
dc.identifier.urihttps://doi.org/10.1007/978-3-319-91476-3_44
dc.identifier.urihttps://hdl.handle.net/10294/8407
dc.language.isoenen_US
dc.publisherSpringer, Chamen_US
dc.relation.ispartofseriesCommunications in Computer and Information Science, Vol. 854en_US
dc.relation.ispartofseriesInformation Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations. IPMU 2018en_US
dc.subjectSimilarity, Three-way decision, Card sorting, Linear modelen_US
dc.titleA Linear Model for Three-Way Analysis of Facial Similarityen_US
dc.typeBook Chapteren_US
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