On distributional assumptions and whitened cosine similarities

Research output: Contribution to journal › Journal article › Research › peer-review

Standard

On distributional assumptions and whitened cosine similarities. / Loog, Marco.

In: IEEE Transaction on Pattern Analysis and Machine Intelligence, Vol. 30, No. 6, 01.03.2008, p. 1114-1115.

Research output: Contribution to journal › Journal article › Research › peer-review

Harvard

Loog, M 2008, 'On distributional assumptions and whitened cosine similarities', IEEE Transaction on Pattern Analysis and Machine Intelligence, vol. 30, no. 6, pp. 1114-1115. https://doi.org/10.1109/TPAMI.2007.70838

APA

Loog, M. (2008). On distributional assumptions and whitened cosine similarities. IEEE Transaction on Pattern Analysis and Machine Intelligence, 30(6), 1114-1115. https://doi.org/10.1109/TPAMI.2007.70838

Vancouver

Loog M. On distributional assumptions and whitened cosine similarities. IEEE Transaction on Pattern Analysis and Machine Intelligence. 2008 Mar 1;30(6):1114-1115. https://doi.org/10.1109/TPAMI.2007.70838

Author

Loog, Marco. / On distributional assumptions and whitened cosine similarities. In: IEEE Transaction on Pattern Analysis and Machine Intelligence. 2008 ; Vol. 30, No. 6. pp. 1114-1115.

Bibtex

@article{71915990d01311dd9473000ea68e967b,
title = "On distributional assumptions and whitened cosine similarities",
abstract = "Recently, an interpretation of the whitened cosine similarity measure as a Bayes decision rule was proposed (C. Liu, {"}The Bayes Decision Rule Induced Similarity Measures,'' IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 29, no. 6, pp. 1086-1090, June 2007. This communication makes the observation that some of the distributional assumptions made to derive this measure are very restrictive and, considered simultaneously, even inconsistent.",
keywords = "Faculty of Science, DIKU, billedgruppen, DIKU, Image Group",
author = "Marco Loog",
year = "2008",
month = mar,
day = "1",
doi = "10.1109/TPAMI.2007.70838",
language = "English",
volume = "30",
pages = "1114--1115",
journal = "IEEE Transactions on Pattern Analysis and Machine Intelligence",
issn = "0162-8828",
publisher = "Institute of Electrical and Electronics Engineers",
number = "6",

}

RIS

TY - JOUR

T1 - On distributional assumptions and whitened cosine similarities

AU - Loog, Marco

PY - 2008/3/1

Y1 - 2008/3/1

N2 - Recently, an interpretation of the whitened cosine similarity measure as a Bayes decision rule was proposed (C. Liu, "The Bayes Decision Rule Induced Similarity Measures,'' IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 29, no. 6, pp. 1086-1090, June 2007. This communication makes the observation that some of the distributional assumptions made to derive this measure are very restrictive and, considered simultaneously, even inconsistent.

AB - Recently, an interpretation of the whitened cosine similarity measure as a Bayes decision rule was proposed (C. Liu, "The Bayes Decision Rule Induced Similarity Measures,'' IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 29, no. 6, pp. 1086-1090, June 2007. This communication makes the observation that some of the distributional assumptions made to derive this measure are very restrictive and, considered simultaneously, even inconsistent.

KW - Faculty of Science

KW - DIKU

KW - billedgruppen

KW - DIKU

KW - Image Group

U2 - 10.1109/TPAMI.2007.70838

DO - 10.1109/TPAMI.2007.70838

M3 - Journal article

C2 - 18421115

VL - 30

SP - 1114

EP - 1115

JO - IEEE Transactions on Pattern Analysis and Machine Intelligence

JF - IEEE Transactions on Pattern Analysis and Machine Intelligence

SN - 0162-8828

IS - 6

ER -

ID: 9295044