A new symbolic time series representation method based on data fuzzification.

Agnieszka Jastrzebska; Zofia Matusiewicz; Gonzalo Nápoles

doi:10.62036/ISD.2024.6

A new symbolic time series representation method based on data fuzzification.

Agnieszka Jastrzebska
, Zofia Matusiewicz
, Gonzalo Nápoles

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

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Original language	English
Title of host publication	ISD2024 Proceedings
Subtitle of host publication	Harnessing Opportunities: Reshaping ISD in the post-COVID-19 and Generative AI Era
Editors	B. Marcinkowski, A. Przybylek, A, Jarzębowicz, N. Iivari, E. Insfran, M. Lang, H. Linger, C. Schneider
ISBN (Electronic)	978-83-972632-0-8
DOIs	https://doi.org/10.62036/ISD.2024.6
Publication status	Published - 2024

Keywords

time series classification
fuzzy sets
symbolic representation
fuzzy c-means

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10.62036/ISD.2024.6Licence: CC0

A New Symbolic Time Series Representation Method Based on Data FuFinal published version, 118 KBLicence: CC0

Cite this

Jastrzebska, A., Matusiewicz, Z., & Nápoles, G. (2024). A new symbolic time series representation method based on data fuzzification. In B. Marcinkowski, A. Przybylek, A. Jarzębowicz, N. Iivari, E. Insfran, M. Lang, H. Linger, & C. Schneider (Eds.), ISD2024 Proceedings : Harnessing Opportunities: Reshaping ISD in the post-COVID-19 and Generative AI Era https://doi.org/10.62036/ISD.2024.6

Jastrzebska, Agnieszka ; Matusiewicz, Zofia ; Nápoles, Gonzalo. / A new symbolic time series representation method based on data fuzzification. ISD2024 Proceedings : Harnessing Opportunities: Reshaping ISD in the post-COVID-19 and Generative AI Era . editor / B. Marcinkowski ; A. Przybylek ; A, Jarzębowicz ; N. Iivari ; E. Insfran ; M. Lang ; H. Linger ; C. Schneider . 2024.

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author = "Agnieszka Jastrzebska and Zofia Matusiewicz and Gonzalo N{\'a}poles",

note = "DBLP License: DBLP's bibliographic metadata records provided through http://dblp.org/ are distributed under a Creative Commons CC0 1.0 Universal Public Domain Dedication. Although the bibliographic metadata records are provided consistent with CC0 1.0 Dedication, the content described by the metadata records is not. Content may be subject to copyright, rights of privacy, rights of publicity and other restrictions.",

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Jastrzebska, A, Matusiewicz, Z & Nápoles, G 2024, A new symbolic time series representation method based on data fuzzification. in B Marcinkowski, A Przybylek, A Jarzębowicz, N Iivari, E Insfran, M Lang, H Linger & C Schneider (eds), ISD2024 Proceedings : Harnessing Opportunities: Reshaping ISD in the post-COVID-19 and Generative AI Era . https://doi.org/10.62036/ISD.2024.6

A new symbolic time series representation method based on data fuzzification. / Jastrzebska, Agnieszka; Matusiewicz, Zofia; Nápoles, Gonzalo.
ISD2024 Proceedings : Harnessing Opportunities: Reshaping ISD in the post-COVID-19 and Generative AI Era . ed. / B. Marcinkowski; A. Przybylek; A, Jarzębowicz; N. Iivari; E. Insfran; M. Lang; H. Linger; C. Schneider . 2024.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

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AU - Nápoles, Gonzalo

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PY - 2024

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KW - time series classification

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