shapeDTW: shape Dynamic Time Warping

6 June 2016

Papers citing "shapeDTW: shape Dynamic Time Warping"

30 / 30 papers shown

Title
TimePoint: Accelerated Time Series Alignment via Self-Supervised Keypoint and Descriptor Learning Ron Shapira Weber Shahar Ben Ishay Andrey Lavrinenko Shahaf E. Finder Oren Freifeld AI4TS 66 0 0 29 May 2025
Smart Energy Guardian: A Hybrid Deep Learning Model for Detecting Fraudulent PV Generation X. Chen Chenghao Huang Yanru Zhang Hao Wang 70 0 0 24 May 2025
Intelligently Augmented Contrastive Tensor Factorization: Empowering Multi-dimensional Time Series Classification in Low-Data Environments Anushiya Arunan Yan Qin Xiaoli Li Yuen Chau AI4TS 172 0 0 03 May 2025
Interval-Valued Time Series Classification Using $D_K$ -Distance Wan Tian Zhongfeng Qin AI4TS 77 1 0 07 Apr 2025
Optimal Embedding Guided Negative Sample Generation for Knowledge Graph Link Prediction M. Takamoto Daniel Oñoro-Rubio Wiem Ben-Rim Takashi Maruyama Bhushan Kotnis 69 1 0 04 Apr 2025
Deep Time Warping for Multiple Time Series Alignment Alireza Nourbakhsh Hoda Mohammadzade AI4TS 72 0 0 22 Feb 2025
BP-SGCN: Behavioral Pseudo-Label Informed Sparse Graph Convolution Network for Pedestrian and Heterogeneous Trajectory Prediction Ruochen Li Stamos Katsigiannis Tae-Kyun Kim Hubert P. H. Shum 137 3 0 20 Feb 2025
Algorithm Selection with Probing Trajectories: Benchmarking the Choice of Classifier Model Quentin Renau E. Hart 106 0 0 20 Jan 2025
Rock the KASBA: Blazingly Fast and Accurate Time Series Clustering Christopher Holder Anthony J. Bagnall 123 0 0 26 Nov 2024
Clustering Time Series Data with Gaussian Mixture Embeddings in a Graph Autoencoder Framework Amirabbas Afzali Hesam Hosseini Mohmmadamin Mirzai Arash Amini AI4TS 116 1 0 25 Nov 2024
Multiscale Dubuc: A New Similarity Measure for Time Series Mahsa Khazaei Azim Ahmadzadeh Krishna Rukmini Puthucode AI4TS 60 0 0 15 Nov 2024
Unlabeled Action Quality Assessment Based on Multi-dimensional Adaptive Constrained Dynamic Time Warping Renguang Chen Guolong Zheng Xu Yang Zhide Chen Jiwu Shu Wencheng Yang Kexin Zhu Chen Feng 36 1 0 18 Oct 2024
Nonlinear time-series embedding by monotone variational inequality Jonathan Y. Zhou Yao Xie AI4TS 117 0 0 11 Jun 2024
Data Augmentation for Multivariate Time Series Classification: An Experimental Study Romain Ilbert Thai V. Hoang Zonghua Zhang 65 1 0 10 Jun 2024
ShapeDBA: Generating Effective Time Series Prototypes using ShapeDTW Barycenter Averaging Ali Ismail-Fawaz Hassan Ismail Fawaz Franccois Petitjean Maxime Devanne Jonathan Weber Stefano Berretti Geoffrey I. Webb Germain Forestier AI4TS 52 6 0 28 Sep 2023
DTW+S: Shape-based Comparison of Time-series with Ordered Local Trend Ajitesh Srivastava AI4TS 18 1 0 07 Sep 2023
Generalized Time Warping Invariant Dictionary Learning for Time Series Classification and Clustering Ruiyu Xu Chaoya Wang Yongxiang Li Jianguo Wu AI4TS 34 1 0 30 Jun 2023
Bake off redux: a review and experimental evaluation of recent time series classification algorithms Matthew Middlehurst Patrick Schäfer A. Bagnall AI4TS 130 120 0 25 Apr 2023
Parameterizing the cost function of Dynamic Time Warping with application to time series classification Matthieu Herrmann Chang Wei Tan Geoffrey I. Webb AI4TS 56 12 0 24 Jan 2023
Tightly Coupled Learning Strategy for Weakly Supervised Hierarchical Place Recognition Yanqing Shen Ke Xu Weiliang Zuo N. Zheng 66 9 0 14 Feb 2022
Accurate shape and phase averaging of time series through Dynamic Time Warping G. Sioros Kristian Nymoen AI4TS 31 0 0 02 Sep 2021
Learnable Dynamic Temporal Pooling for Time Series Classification Dongha Lee Seonghyeon Lee Hwanjo Yu AI4TS 90 28 0 02 Apr 2021
STA-VPR: Spatio-temporal Alignment for Visual Place Recognition Feng Lu Baifan Chen Xiangdong Zhou Dezhen Song 96 27 0 25 Mar 2021
Learning Discriminative Prototypes with Dynamic Time Warping Xiaobin Chang Frederick Tung Greg Mori AI4TS 73 32 0 17 Mar 2021
DTW-Merge: A Novel Data Augmentation Technique for Time Series Classification Mohammad Akyash Hoda Mohammadzade H. Behroozi AI4TS 79 7 0 01 Mar 2021
An Unsupervised Learning Method with Convolutional Auto-Encoder for Vessel Trajectory Similarity Computation Maohan Liang R. W. Liu Shichen Li Zhe Xiao Xin Liu Feng Lu 54 89 0 10 Jan 2021
Global Models for Time Series Forecasting: A Simulation Study Hansika Hewamalage Christoph Bergmeir Kasun Bandara AI4TS 96 62 0 23 Dec 2020
Time Series Data Augmentation for Neural Networks by Time Warping with a Discriminative Teacher Brian Kenji Iwana S. Uchida AI4TS 83 93 0 19 Apr 2020
A General Optimization Framework for Dynamic Time Warping D. Deriso Stephen P. Boyd 52 27 0 30 May 2019
Time Series Cluster Kernel for Learning Similarities between Multivariate Time Series with Missing Data Karl Øyvind Mikalsen F. Bianchi C. Soguero-Ruíz Robert Jenssen AI4TS 49 96 0 03 Apr 2017