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Interpretation of the Richardson Plot in Time Series Representation
2000In fractal analysis of a time series, the relationship between series length and ruler length may be represented graphically as a Richardson Plot. Fractal dimension measures can be estimated for particular ranges of ruler length, supported by the graphical representation.
William Blackburn +2 more
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Time series classification based on multi-feature dictionary representation and ensemble learning
Expert Systems With Applications, 2021Guiling Li, Senzhang Wang, Wenhe Yan
exaly
TimeCLR: A self-supervised contrastive learning framework for univariate time series representation
Knowledge-Based Systems, 2022Xinyu Yang, Zhenguo Zhang, Rongyi Cui
exaly
On Graph Time-Series Representations for Temporal Networks
Companion Proceedings of the ACM Web Conference 2023, 2023Ryan A. Rossi +2 more
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A deep multi-task representation learning method for time series classification and retrieval
Information Sciences, 2021Ling Chen, Donghui Chen, Jianling Sun
exaly
Symbolic Representation for Time Series
2024 32nd European Signal Processing Conference (EUSIPCO)Sylvain W. Combettes +2 more
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Analysing Time Series using Symbolic Representations
Topics on Chaotic Systems, 2009Monetti, R., Bunk, W., Jamitzky, F.
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Towards Learning Disentangled Representations for Time Series
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2022Yuening Li +7 more
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TrSAX—An improved time series symbolic representation for classification
ISA Transactions, 2020Hui Ruan, Xiaoguang Hu, Jin Xiao
exaly
Experiencing SAX: a novel symbolic representation of time series
Data Mining and Knowledge Discovery, 2007Jessica Lin +2 more
exaly

