Time Series Segmentation through Automatic Feature Learning

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Time Series Segmentation through Automatic Feature Learning

16 January 2018

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Papers citing "Time Series Segmentation through Automatic Feature Learning"

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Title
PromptTSS: A Prompting-Based Approach for Interactive Multi-Granularity Time Series Segmentation Ching Chang Ming-Chih Lo Wen-Chih Peng Tien-Fu Chen AI4TS 38 0 0 12 Jun 2025
Autoencoder Based Iterative Modeling and Multivariate Time-Series Subsequence Clustering Algorithm Jonas Köhne Lars Henning C. Gühmann 37 3 0 09 Sep 2022
Latent Space Unsupervised Semantic Segmentation Knut J. Strommen J. Tørresen Ulysse Côté-Allard AI4TS 35 3 0 22 Jul 2022
Cadence: A Practical Time-series Partitioning Algorithm for Unlabeled IoT Sensor Streams Tahiya Chowdhury Murtadha M. N. Aldeer Shantanu Laghate Jorge Ortiz AI4TS 48 2 0 06 Dec 2021
Segmenting Hybrid Trajectories using Latent ODEs Ruian Shi Q. Morris BDL 50 6 0 09 May 2021
Active multi-fidelity Bayesian online changepoint detection Gregory W. Gundersen Diana Cai Chuteng Zhou Barbara E. Engelhardt Ryan P. Adams 56 10 0 26 Mar 2021
Deep State Inference: Toward Behavioral Model Inference of Black-box Software Systems Foozhan Ataiefard Mohammad Jafar Mashhadi Hadi Hemmati Neil Walkinshaw MLAU 87 4 0 13 Jan 2021
Change Point Detection in Time Series Data using Autoencoders with a Time-Invariant Representation Tim De Ryck M. D. Vos Alexander Bertrand 94 57 0 21 Aug 2020
ESPRESSO: Entropy and ShaPe awaRe timE-Series SegmentatiOn for processing heterogeneous sensor data Shohreh Deldari Daniel V. Smith Amin Sadri Flora D. Salim AI4TS 76 22 0 24 Jul 2020
Automatic Detection of Major Freeway Congestion Events Using Wireless Traffic Sensor Data: A Machine Learning Approach Sanaz Aliari K. Sadabadi 31 8 0 09 Jul 2020
A Review of Computational Approaches for Evaluation of Rehabilitation Exercises Y. Liao Aleksandar Vakanski Min Xian D. Paul Russell T. Baker 74 84 0 29 Feb 2020
A posteriori Trading-inspired Model-free Time Series Segmentation M. Plessen AI4TS 25 2 0 16 Dec 2019
A One-Class Support Vector Machine Calibration Method for Time Series Change Point Detection Baihong Jin Yuxin Chen Dan Li K. Poolla Alberto L. Sangiovanni-Vincentelli 43 31 0 18 Feb 2019
Deep learning-based electroencephalography analysis: a systematic review Yannick Roy Hubert J. Banville Isabela Albuquerque Alexandre Gramfort T. Falk J. Faubert 144 976 0 16 Jan 2019