How to select an appropriate similarity measure: Towards a symmetry-based approach

© Springer International Publishing AG 2016. When practitioners analyze the similarity between time series, they often use correlation to gauge this similarity. Sometimes this works, but sometimes, this leads to counter-intuitive results, in which case other similarity measures are more appropriate....

Full description

Saved in:

Bibliographic Details
Main Authors:	Batyrshin I., Dumrongpokaphan T., Kreinovich V., Kosheleva O.
Format:	Book Series
Published:	2017
Online Access:	https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85006021701&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/42562
Tags:	Add Tag No Tags, Be the first to tag this record!
Institution:	Chiang Mai University

id	th-cmuir.6653943832-42562
record_format	dspace
spelling	th-cmuir.6653943832-425622017-09-28T04:27:46Z How to select an appropriate similarity measure: Towards a symmetry-based approach Batyrshin I. Dumrongpokaphan T. Kreinovich V. Kosheleva O. © Springer International Publishing AG 2016. When practitioners analyze the similarity between time series, they often use correlation to gauge this similarity. Sometimes this works, but sometimes, this leads to counter-intuitive results, in which case other similarity measures are more appropriate. An important question is how to select an appropriate similarity measures. In this paper, we show, on simple examples, that the use of natural symmetries – scaling and shift – can help with such a selection. 2017-09-28T04:27:46Z 2017-09-28T04:27:46Z 2016-01-01 Book Series 03029743 2-s2.0-85006021701 10.1007/978-3-319-49046-5_39 https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85006021701&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/42562
institution	Chiang Mai University
building	Chiang Mai University Library
country	Thailand
collection	CMU Intellectual Repository
description	© Springer International Publishing AG 2016. When practitioners analyze the similarity between time series, they often use correlation to gauge this similarity. Sometimes this works, but sometimes, this leads to counter-intuitive results, in which case other similarity measures are more appropriate. An important question is how to select an appropriate similarity measures. In this paper, we show, on simple examples, that the use of natural symmetries – scaling and shift – can help with such a selection.
format	Book Series
author	Batyrshin I. Dumrongpokaphan T. Kreinovich V. Kosheleva O.
spellingShingle	Batyrshin I. Dumrongpokaphan T. Kreinovich V. Kosheleva O. How to select an appropriate similarity measure: Towards a symmetry-based approach
author_facet	Batyrshin I. Dumrongpokaphan T. Kreinovich V. Kosheleva O.
author_sort	Batyrshin I.
title	How to select an appropriate similarity measure: Towards a symmetry-based approach
title_short	How to select an appropriate similarity measure: Towards a symmetry-based approach
title_full	How to select an appropriate similarity measure: Towards a symmetry-based approach
title_fullStr	How to select an appropriate similarity measure: Towards a symmetry-based approach
title_full_unstemmed	How to select an appropriate similarity measure: Towards a symmetry-based approach
title_sort	how to select an appropriate similarity measure: towards a symmetry-based approach
publishDate	2017
url	https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85006021701&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/42562
_version_	1681422213014618112

How to select an appropriate similarity measure: Towards a symmetry-based approach

Similar Items