Proposal of a New Similarity Measure Based on Delay Embedding for Time Series Classification

Contributions to Statistics - Advances in Time Series Analysis and Forecasting ◽

10.1007/978-3-319-55789-2_19 ◽

2017 ◽

pp. 271-284

Author(s):

Basabi Chakraborty ◽

Sho Yoshida

Keyword(s):

Time Series ◽

Similarity Measure ◽

Time Series Classification

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A fast and accurate similarity measure for long time series classification based on local extrema and dynamic time warping

Expert Systems with Applications ◽

10.1016/j.eswa.2020.114374 ◽

2021 ◽

Vol 168 ◽

pp. 114374

Author(s):

Abdelmadjid Lahreche ◽

Bachir Boucheham

Keyword(s):

Time Series ◽

Similarity Measure ◽

Dynamic Time Warping ◽

Time Series Classification ◽

Time Warping ◽

Long Time Series ◽

Local Extrema ◽

Long Time ◽

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A Shape Based Similarity Measure for Time Series Classification with Weighted Dynamic Time Warping Algorithm

2017 4th International Conference on Information Science and Control Engineering (ICISCE) ◽

10.1109/icisce.2017.32 ◽

2017 ◽

Author(s):

Yanqing Ye ◽

Caiyun Niu ◽

Jiang Jiang ◽

Bingfeng Ge ◽

Kewei Yang

Keyword(s):

Time Series ◽

Similarity Measure ◽

Dynamic Time Warping ◽

Time Series Classification ◽

Time Warping ◽

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Multiple fault diagnosis for hydraulic systems using Nearest-centroid-with-DBA and Random-Forest-based-time-series-classification

2020 39th Chinese Control Conference (CCC) ◽

10.23919/ccc50068.2020.9189401 ◽

2020 ◽

Author(s):

Zhijie Peng ◽

Ke Zhang ◽

Yi Chai

Keyword(s):

Time Series ◽

Fault Diagnosis ◽

Random Forest ◽

Time Series Classification ◽

Hydraulic Systems ◽

Multiple Fault ◽

Multiple Fault Diagnosis

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A Frequent Pattern Based Time Series Classification Framework

JOURNAL OF ELECTRONICS INFORMATION TECHNOLOGY ◽

10.3724/sp.j.1146.2009.00135 ◽

2010 ◽

Vol 32 (2) ◽

pp. 261-266

Author(s):

Li Wan ◽

Jian-xin Liao ◽

Xiao-min Zhu ◽

Ping Ni

Keyword(s):

Time Series ◽

Frequent Pattern ◽

Time Series Classification ◽

Classification Framework

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A Graphical Similarity Measure for Time Series Models.

10.21236/ada158869 ◽

1985 ◽

Author(s):

B. Kedem

Keyword(s):

Time Series ◽

Similarity Measure ◽

Time Series Models

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Uncertain Time Series Classification with Shapelet Transform

2020 International Conference on Data Mining Workshops (ICDMW) ◽

10.1109/icdmw51313.2020.00044 ◽

2020 ◽

Author(s):

Michael Franklin Mbouopda ◽

Engelbert Mephu Nguifo

Keyword(s):

Time Series ◽

Time Series Classification ◽

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Time series classification of radio signal strength for qualitative estimate of UAV motion

Machine Learning with Applications ◽

10.1016/j.mlwa.2021.100027 ◽

2021 ◽

pp. 100027

Author(s):

Samuel Teague ◽

Javaan Chahl

Keyword(s):

Time Series ◽

Radio Signal ◽

Signal Strength ◽

Time Series Classification ◽

Qualitative Estimate

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Meta-Learning For Few-Shot Time Series Classification

IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss39084.2020.9441016 ◽

2020 ◽

Author(s):

Sherrie Wang ◽

Marc Ruswurm ◽

Marco Korner ◽

David B. Lobell

Keyword(s):

Time Series ◽

Time Series Classification ◽

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Time-series classification with an all-optical recurrent neuron

2020 European Conference on Optical Communications (ECOC) ◽

10.1109/ecoc48923.2020.9333208 ◽

2020 ◽

Author(s):

G. Mourgias-Alexandris ◽

N. Passalis ◽

G. Dabos ◽

A. Totovic ◽

A. Tefas ◽

...

Keyword(s):

Time Series ◽

Time Series Classification ◽

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RTFN: A Robust Temporal Feature Network for Time Series Classification

Information Sciences ◽

10.1016/j.ins.2021.04.053 ◽

2021 ◽

Author(s):

Zhiwen Xiao ◽

Xin Xu ◽

Huanlai Xing ◽

Shouxi Luo ◽

Penglin Dai ◽

...

Keyword(s):

Time Series ◽

Time Series Classification ◽

Temporal Feature

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