Time Series Classification with Shapelet and Canonical Features by Hai-Yang Liu, Zhen-Zhuo Gao, Zhi-Hai Wang, Yun-Hao Deng

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Shapelet-Based Sensor Fault Detection and Human-Centered Explanations in Industrial Control System by Suengbum Lim, Jingang Kim, Taejin Lee

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Classification Method of Voltage Sag Sources Based on Sequential Trajectory Feature Learning Algorithm by Zhang Yikun, He Yingjie, Zhang Haixiao, Li Jiahao, Li Yijin, Liu Jinjun

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Assessment of the Impact of Rubber Plantation Expansion on Regional Carbon Storage Based on Time Series Remote Sensing and the InVEST Model by Chong Huang, Chenchen Zhang, He Li

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Random Shapelet Forest Algorithm Embedded with Canonical Time Series Features by GAO Zhen-zhuo, WANG Zhi-hai, LIU Hai-yang

Subjects: “…time series|classification|shapelet|canonical time series features|random forest…”
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Unsupervised detection method of RoQ covert attacks based on multilayer features by Jing ZHAO, Jun LI, Chun LONG, Wei WAN, Jinxia WEI, Kai CHEN

Subjects: “…RoQ converts attack;spectral clustering;semi-supervised clustering;Shapelet subsequence…”
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Multivariate Time Series Density Clustering Algorithm Using Shapelet Space by SHENG Jinchao, DU Mingjing, SUN Jiarui, LI Yurui

Subjects: “…multivariate time series; subseries; shapelet space; density peak clustering; data mining…”
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Shapelet selection based on a genetic algorithm for remaining useful life prediction with supervised learning by Gilseung Ahn, Min-Ki Jin, Seok-Beom Hwang, Sun Hur

Subjects: “…RUL shapelet selection…”
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An Imbalanced Sequence Feature Extraction Approach for the Detection of LTE-R Cells with Degraded Communication Performance by Jiantao Qu, Chunyu Qi, He Meng

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Unsupervised detection method of RoQ covert attacks based on multilayer features by Jing ZHAO, Jun LI, Chun LONG, Wei WAN, Jinxia WEI, Kai CHEN

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Locally Black-box Adversarial Attack on Time Series by YANG Wen-bo, YUAN Ji-dong

Subjects: “…black-box adversarial attack|time series classification|local perturbations|genetic algorithm|shapelet…”
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Shapelet Classification Algorithm Based on Efficient Subsequence Matching by Huiqing Wang, Chun Li, Hongwei Sun, Zhirong Guo, Yingying Bai

Subjects: “…shapelets…”
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Unsupervised and Supervised Learning Combined Power Load Curve Classification Based on Sequential Trajectory Feature Extraction Algorithm by Jing Zhang, Yikun Zhang, Xiao Xu, Xiaofan Fu, Yu He

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A New Method for 2D-Adapted Wavelet Construction: An Application in Mass-Type Anomalies Localization in Mammographic Images by Damian Valdés-Santiago, Angela M. León-Mecías, Marta Lourdes Baguer Díaz-Romañach, Antoni Jaume-i-Capó, Manuel González-Hidalgo, Jose Maria Buades Rubio

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An Object- and Shapelet-Based Method for Mapping Planted Forest Dynamics from Landsat Time Series by Xiaojing Xue, Caiyong Wei, Qin Yang, Lingwen Tian, Lihong Zhu, Yuanyuan Meng, Xiangnan Liu

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Res-LK-SLR: A Residual Network Based on Large Kernels and Shapelet-Level Representations for Spatial Infrared Spot Target Discrimination by Huiying Liu, Jiarong Wang, Weijun Zhong, Haitao Nie, Xiaotong Deng, Jiaqi Sun, Ming Zhu, Ming Wei

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An improved bearing fault detection strategy based on artificial bee colony algorithm by Haiquan Wang, Wenxuan Yue, Shengjun Wen, Xiaobin Xu, Hans‐Dietrich Haasis, Menghao Su, Ping liu, Shanshan Zhang, Panpan Du

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Matrix Profile-Based Interpretable Time Series Classifier by Riccardo Guidotti, Matteo D’Onofrio

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Patient-specific warning of epileptic seizure upon shapelets features by Yingxiang Li, Xuejing Zhao

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Time-Series Data Classification and Analysis Associated With Machine Learning Algorithms for Cognitive Perception and Phenomenon by Taikyeong Jeong

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