Application of Diagnostic Test Methods To The Classification Of Time Series With Discrete Values

Application of Diagnostic Test Methods To The Classification Of Time Series With Discrete Values

Discrete-value time series are sequences of measurements where each measurement is a discrete (categorical or integer) value. These time series are widely used in various fields, and their classification and clustering are essential for data analysis. This article presents the possibility of applyin...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Hauptverfasser: Gevorgyan, Artyom, Gevorgyan, Albert
Format: Artikel
Sprache:eng
Schlagworte:
Computer Science - Discrete Mathematics
Online-Zugang:Volltext bestellen
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page
container_issue
container_start_page
container_title
container_volume
creator Gevorgyan, Artyom
Gevorgyan, Albert
description Discrete-value time series are sequences of measurements where each measurement is a discrete (categorical or integer) value. These time series are widely used in various fields, and their classification and clustering are essential for data analysis. This article presents the possibility of applying diagnostic test methods to such time series and estimates the probability of finding ``matching tests''.
doi_str_mv 10.48550/arxiv.2311.16034
format Article
fullrecord <record><control><sourceid>arxiv_GOX</sourceid><recordid>TN_cdi_arxiv_primary_2311_16034</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2311_16034</sourcerecordid><originalsourceid>FETCH-LOGICAL-a674-6e6d63e55322afc43873479f10e79882b1539d5690240aba98aeed5b1b6fc51e3</originalsourceid><addsrcrecordid>eNo1z71OwzAUhmEvDKhwAUycG0iw45_EYxV-pVYdsGAMJ8kxsZQ2UWwQ3D1QYPqm75Uexi4Ez1WlNb_C5SO854UUIheGS3XKXtbzPIYOU5gOMHm4Dvh6mGIKHTiKCbaUhqmP4CZwA0E9YozB_x92HlzYEzzSEijCc0jDdyF2CyWCJxzfKJ6xE49jpPO_XTF3e-Pq-2yzu3uo15sMTakyQ6Y3krSWRYG-U7IqpSqtF5xKW1VFK7S0vTaWF4pji7ZCol63ojW-04Lkil3-Zo_EZl7CHpfP5ofaHKnyCzx9TmI</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype></control><display><type>article</type><title>Application of Diagnostic Test Methods To The Classification Of Time Series With Discrete Values</title><source>arXiv.org</source><creator>Gevorgyan, Artyom ; Gevorgyan, Albert</creator><creatorcontrib>Gevorgyan, Artyom ; Gevorgyan, Albert</creatorcontrib><description>Discrete-value time series are sequences of measurements where each measurement is a discrete (categorical or integer) value. These time series are widely used in various fields, and their classification and clustering are essential for data analysis. This article presents the possibility of applying diagnostic test methods to such time series and estimates the probability of finding ``matching tests''.</description><identifier>DOI: 10.48550/arxiv.2311.16034</identifier><language>eng</language><subject>Computer Science - Discrete Mathematics</subject><creationdate>2023-11</creationdate><rights>http://creativecommons.org/licenses/by-sa/4.0</rights><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>228,230,776,881</link.rule.ids><linktorsrc>$$Uhttps://arxiv.org/abs/2311.16034$$EView_record_in_Cornell_University$$FView_record_in_$$GCornell_University$$Hfree_for_read</linktorsrc><backlink>$$Uhttps://doi.org/10.48550/arXiv.2311.16034$$DView paper in arXiv$$Hfree_for_read</backlink></links><search><creatorcontrib>Gevorgyan, Artyom</creatorcontrib><creatorcontrib>Gevorgyan, Albert</creatorcontrib><title>Application of Diagnostic Test Methods To The Classification Of Time Series With Discrete Values</title><description>Discrete-value time series are sequences of measurements where each measurement is a discrete (categorical or integer) value. These time series are widely used in various fields, and their classification and clustering are essential for data analysis. This article presents the possibility of applying diagnostic test methods to such time series and estimates the probability of finding ``matching tests''.</description><subject>Computer Science - Discrete Mathematics</subject><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>GOX</sourceid><recordid>eNo1z71OwzAUhmEvDKhwAUycG0iw45_EYxV-pVYdsGAMJ8kxsZQ2UWwQ3D1QYPqm75Uexi4Ez1WlNb_C5SO854UUIheGS3XKXtbzPIYOU5gOMHm4Dvh6mGIKHTiKCbaUhqmP4CZwA0E9YozB_x92HlzYEzzSEijCc0jDdyF2CyWCJxzfKJ6xE49jpPO_XTF3e-Pq-2yzu3uo15sMTakyQ6Y3krSWRYG-U7IqpSqtF5xKW1VFK7S0vTaWF4pji7ZCol63ojW-04Lkil3-Zo_EZl7CHpfP5ofaHKnyCzx9TmI</recordid><startdate>20231127</startdate><enddate>20231127</enddate><creator>Gevorgyan, Artyom</creator><creator>Gevorgyan, Albert</creator><scope>AKY</scope><scope>GOX</scope></search><sort><creationdate>20231127</creationdate><title>Application of Diagnostic Test Methods To The Classification Of Time Series With Discrete Values</title><author>Gevorgyan, Artyom ; Gevorgyan, Albert</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-a674-6e6d63e55322afc43873479f10e79882b1539d5690240aba98aeed5b1b6fc51e3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Computer Science - Discrete Mathematics</topic><toplevel>online_resources</toplevel><creatorcontrib>Gevorgyan, Artyom</creatorcontrib><creatorcontrib>Gevorgyan, Albert</creatorcontrib><collection>arXiv Computer Science</collection><collection>arXiv.org</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Gevorgyan, Artyom</au><au>Gevorgyan, Albert</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Application of Diagnostic Test Methods To The Classification Of Time Series With Discrete Values</atitle><date>2023-11-27</date><risdate>2023</risdate><abstract>Discrete-value time series are sequences of measurements where each measurement is a discrete (categorical or integer) value. These time series are widely used in various fields, and their classification and clustering are essential for data analysis. This article presents the possibility of applying diagnostic test methods to such time series and estimates the probability of finding ``matching tests''.</abstract><doi>10.48550/arxiv.2311.16034</doi><oa>free_for_read</oa></addata></record>
fulltext fulltext_linktorsrc
identifier DOI: 10.48550/arxiv.2311.16034
ispartof
issn
language eng
recordid cdi_arxiv_primary_2311_16034
source arXiv.org
subjects Computer Science - Discrete Mathematics
title Application of Diagnostic Test Methods To The Classification Of Time Series With Discrete Values
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-02-10T18%3A37%3A57IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-arxiv_GOX&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Application%20of%20Diagnostic%20Test%20Methods%20To%20The%20Classification%20Of%20Time%20Series%20With%20Discrete%20Values&rft.au=Gevorgyan,%20Artyom&rft.date=2023-11-27&rft_id=info:doi/10.48550/arxiv.2311.16034&rft_dat=%3Carxiv_GOX%3E2311_16034%3C/arxiv_GOX%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_id=info:pmid/&rfr_iscdi=true