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Titlebook: Unsupervised Pattern Discovery in Automotive Time Series; Pattern-based Constr Fabian Kai Dietrich Noering Book 2022 The Editor(s) (if appl

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發(fā)表于 2025-3-21 18:48:02 | 只看該作者 |倒序?yàn)g覽 |閱讀模式
書(shū)目名稱Unsupervised Pattern Discovery in Automotive Time Series
副標(biāo)題Pattern-based Constr
編輯Fabian Kai Dietrich Noering
視頻videohttp://file.papertrans.cn/943/942528/942528.mp4
叢書(shū)名稱AutoUni – Schriftenreihe
圖書(shū)封面Titlebook: Unsupervised Pattern Discovery in Automotive Time Series; Pattern-based Constr Fabian Kai Dietrich Noering Book 2022 The Editor(s) (if appl
描述.In the last decade unsupervised pattern discovery in time series, i.e. the problem of finding recurrent similar subsequences in long multivariate time series without the need of querying subsequences, has earned more and more attention in research and industry. Pattern discovery was already successfully applied to various areas like seismology, medicine, robotics or music. Until now an application to automotive time series has not been investigated. This dissertation fills this desideratum by studying the special characteristics of vehicle sensor logs and proposing an appropriate approach for pattern discovery. To prove the benefit of pattern discovery methods in automotive applications, the algorithm is applied to construct representative driving cycles...?.
出版日期Book 2022
關(guān)鍵詞pattern discovery; motif discovery; unsupervised; time series; representative cycles; automotive
版次1
doihttps://doi.org/10.1007/978-3-658-36336-9
isbn_softcover978-3-658-36335-2
isbn_ebook978-3-658-36336-9Series ISSN 1867-3635 Series E-ISSN 2512-1154
issn_series 1867-3635
copyrightThe Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Fachmedien Wies
The information of publication is updating

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AutoUni – Schriftenreihehttp://image.papertrans.cn/u/image/942528.jpg
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https://doi.org/10.1007/978-3-658-36336-9pattern discovery; motif discovery; unsupervised; time series; representative cycles; automotive
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發(fā)表于 2025-3-22 08:58:28 | 只看該作者
978-3-658-36335-2The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Fachmedien Wies
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Unsupervised Pattern Discovery in Automotive Time Series978-3-658-36336-9Series ISSN 1867-3635 Series E-ISSN 2512-1154
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發(fā)表于 2025-3-22 17:36:27 | 只看該作者
Introduction,il of these patterns. Existing pattern discovery algorithms have already been successfully applied to various research areas like seismology, medicine or music. In seismology they have been used to discover repeating earthquake sequences.
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發(fā)表于 2025-3-22 22:36:44 | 只看該作者
Evaluation,rn-based RDCs. This section aims to validate and evaluate the proposed algorithms and approaches. First, Section?5.1 deals with the pattern discovery itself independently of the use case of RDC construction.
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發(fā)表于 2025-3-23 03:34:03 | 只看該作者
he open society. Some of the panelists are skeptical of the capacity of modern industrial, or "post-industrial," society, with its heavy emphasis upon technological rationality to foster authentic openness under currently prevailing assumptions about man and nature.
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發(fā)表于 2025-3-23 06:32:02 | 只看該作者
Fabian Kai Dietrich Noering them. I needed to study the disease full time in order to contribute to my understanding of it. Ironically, my ?rst autopsy as a pathology resident was on an individual with a past history of coronary artery bypass surgery. When it came to examining the heart, the dissection, as all pathologists kn
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