Methods › Sequential › Time Series Analysis › ROCKET

Random Convolutional Kernel Transform

ROCKET

79 papers tagged archive 2025-07-28

Introduced by Angus Dempster et al. in ROCKET: Exceptionally fast and accurate time series classification using random convolutional kernels

archive 2025-07-28 Description, source and code snippet are the archive's method entry.

Papers archive 2025-07-28

30 shown of 79, 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.

• LLMs for Engineering: Teaching Models to Design High Powered Rockets
  27 Apr 2025 · 0 repositories · arXiv:2504.19394
• LCDC: Bridging Science and Machine Learning for Light Curve Analysis
  14 Apr 2025 · 1 repository · arXiv:2504.10550
• Random Projections and Natural Sparsity in Time-Series Classification: A Theoretical Analysis
  24 Feb 2025 · 0 repositories · arXiv:2502.17061
• Generative Modeling of Individual Behavior at Scale
  20 Feb 2025 · 0 repositories · arXiv:2502.14998
• Pitch Plane Trajectory Tracking Control for Sounding Rockets via Adaptive Feedback Linearization
  9 Jan 2025 · 0 repositories · arXiv:2501.05285
• RoBo6: Standardized MMT Light Curve Dataset for Rocket Body Classification
  30 Nov 2024 · 1 repository · arXiv:2412.00544
  Syntology ran 0 of 6 samples · 6 unverified · 6 pointer-only (licence)
• Machine learning-based classification for Single Photon Space Debris Light Curves
  27 Nov 2024 · 0 repositories · arXiv:2411.18231
• Flight Testing of Latch Valve with Lightweight LV-Servo Direct Drive Mechanism
  13 Sep 2024 · 0 repositories · arXiv:2409.08825
• Time series classification with random convolution kernels based transforms: pooling operators and input representations matter
  2 Sep 2024 · 2 repositories · arXiv:2409.01115
• A Comparison of Deep Learning and Established Methods for Calf Behaviour Monitoring
  23 Aug 2024 · 1 repository · arXiv:2408.13041
• AssemAI: Interpretable Image-Based Anomaly Detection for Manufacturing Pipelines
  5 Aug 2024 · 1 repository · arXiv:2408.02181
• Classification of Raw MEG/EEG Data with Detach-Rocket Ensemble: An Improved ROCKET Algorithm for Multivariate Time Series Analysis
  5 Aug 2024 · 1 repository · arXiv:2408.02760
• Rocket Landing Control with Random Annealing Jump Start Reinforcement Learning
  21 Jul 2024 · 0 repositories · arXiv:2407.15083
• Distributed computing for physics-based data-driven reduced modeling at scale: Application to a rotating detonation rocket engine
  13 Jul 2024 · 1 repository · arXiv:2407.09994
• Development of a digital tool for monitoring the behaviour of pre-weaned calves using accelerometer neck-collars
  25 Jun 2024 · 0 repositories · arXiv:2406.17352
• Data Augmentation for Multivariate Time Series Classification: An Experimental Study
  10 Jun 2024 · 0 repositories · arXiv:2406.06518
• DISCOVERYWORLD: A Virtual Environment for Developing and Evaluating Automated Scientific Discovery Agents
  10 Jun 2024 · 1 repository · arXiv:2406.06769
  Syntology ran 1 of 1 samples · 0 unverified
• Evaluating ROCKET and Catch22 features for calf behaviour classification from accelerometer data using Machine Learning models
  28 Apr 2024 · 0 repositories · arXiv:2404.18159
• Dynamical Mode Recognition of Coupled Flame Oscillators by Supervised and Unsupervised Learning Approaches
  27 Apr 2024 · 0 repositories · arXiv:2404.17801
• A Framework for Strategic Discovery of Credible Neural Network Surrogate Models under Uncertainty
  13 Mar 2024 · 0 repositories · arXiv:2403.08901
• Vision-Based Automatic Groceries Tracking System -- Smart Homes
  19 Dec 2023 · 0 repositories · arXiv:2312.12486
• Verification of Neural Reachable Tubes via Scenario Optimization and Conformal Prediction
  14 Dec 2023 · 0 repositories · arXiv:2312.08604
• Deep Learning for Time Series Classification of Parkinson's Disease Eye Tracking Data
  28 Nov 2023 · 0 repositories · arXiv:2311.16381
• Tensor-based Space Debris Detection for Satellite Mega-constellations
  20 Nov 2023 · 0 repositories · arXiv:2311.11838
• Probability of Collision of satellites and space debris for short-term encounters: Rederivation and fast-to-compute upper and lower bounds
  15 Nov 2023 · 0 repositories · arXiv:2311.08978
• Non-Pyrotechnic Radial Deployment Mechanism for Payloads in Sounding Rockets
  30 Oct 2023 · 0 repositories · arXiv:2310.19673
• Realizing Stabilized Landing for Computation-Limited Reusable Rockets: A Quantum Reinforcement Learning Approach
  10 Oct 2023 · 0 repositories · arXiv:2310.06541
• Detach-ROCKET: Sequential feature selection for time series classification with random convolutional kernels
  25 Sep 2023 · 1 repository · arXiv:2309.14518
• Generating Hierarchical Structures for Improved Time Series Classification Using Stochastic Splitting Functions
  21 Sep 2023 · 0 repositories · arXiv:2309.11963
• Revisiting Implicit Differentiation for Learning Problems in Optimal Control
  21 Sep 2023 · 1 repository

Tasks archive 2025-07-28

20 shown of 66 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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