Methods › Sequential › Time Series Analysis › InceptionTime
InceptionTime
Introduced by Hassan Ismail Fawaz et al. in InceptionTime: Finding AlexNet for Time Series Classification
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
The archive carries no description for this method.
Papers archive 2025-07-28
19 shown of 19, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.
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Few-Shot Learning for Industrial Time Series: A Comparative Analysis Using the Example of Screw-Fastening Process Monitoring 16 Jun 2025 · 0 repositories · arXiv:2506.13909
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Breast Lump Detection and Localization with a Tactile Glove Using Deep Learning 15 Feb 2025 · 0 repositories · arXiv:2502.15767
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Look Into the LITE in Deep Learning for Time Series Classification 4 Sep 2024 · 1 repository · arXiv:2409.02869
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ECRTime: Ensemble Integration of Classification and Retrieval for Time Series Classification 20 Jul 2024 · 0 repositories · arXiv:2407.14735
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Data Augmentation for Multivariate Time Series Classification: An Experimental Study 10 Jun 2024 · 0 repositories · arXiv:2406.06518
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InceptionTime vs. Wavelet -- A comparison for time series classification 27 Mar 2024 · 0 repositories · arXiv:2403.18687
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Deep Learning for Time Series Classification of Parkinson's Disease Eye Tracking Data 28 Nov 2023 · 0 repositories · arXiv:2311.16381
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Time-Series Classification in Smart Manufacturing Systems: An Experimental Evaluation of State-of-the-Art Machine Learning Algorithms 4 Oct 2023 · 0 repositories · arXiv:2310.02812
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Detach-ROCKET: Sequential feature selection for time series classification with random convolutional kernels 25 Sep 2023 · 1 repository · arXiv:2309.14518
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An Automated Machine Learning Approach for Detecting Anomalous Peak Patterns in Time Series Data from a Research Watershed in the Northeastern United States Critical Zone 14 Sep 2023 · 0 repositories · arXiv:2309.07992
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Unsupervised Feature Based Algorithms for Time Series Extrinsic Regression 2 May 2023 · 1 repository · arXiv:2305.01429
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Time Series Classification for Detecting Parkinson's Disease from Wrist Motions 21 Apr 2023 · 1 repository · arXiv:2304.11265
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Deep Learning Architectures for FSCV, a Comparison 5 Dec 2022 · 1 repository · arXiv:2212.01960
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Quantifying Quality of Class-Conditional Generative Models in Time-Series Domain 14 Oct 2022 · 0 repositories · arXiv:2210.07617
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Benchmarking Online Sequence-to-Sequence and Character-based Handwriting Recognition from IMU-Enhanced Pens 14 Feb 2022 · 0 repositories · arXiv:2202.07036
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Robust Augmentation for Multivariate Time Series Classification 27 Jan 2022 · 0 repositories · arXiv:2201.11739
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KDCTime: Knowledge Distillation with Calibration on InceptionTime for Time-series Classification 4 Dec 2021 · 0 repositories · arXiv:2112.02291
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ATCN: Resource-Efficient Processing of Time Series on Edge 10 Nov 2020 · 1 repository · arXiv:2011.05260
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InceptionTime: Finding AlexNet for Time Series Classification 11 Sep 2019 · 10 repositories · arXiv:1909.04939Syntology ran 3 of 3 samples · 0 unverified · 3 pointer-only (licence)
Tasks archive 2025-07-28
20 shown of 25 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
Usage over time archive 2025-07-28
Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).
Categories archive 2025-07-28
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