Browse State-of-the-Art › Time Series Classification › Papers, page 4

Time Series Classification

Papers archive 2025-07-28

archive papers tagged: 697 · with a code link: 328 · where Syntology ran a sample: 68 (60 with a run with no instrument failure, 8 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (68 of 697 tagged: 60 with a run with no instrument failure, 8 where every run was a failure of Syntology's instrument)

Page 4 of 7: papers 301 to 400 of 697, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Scalable Dictionary Classifiers for Time Series Classification
  26 Jul 2019 1 repository listed
• A 1d convolutional network for leaf and time series classification
  28 Jun 2019 1 repository listed
• Gesture Recognition in RGB Videos UsingHuman Body Keypoints and Dynamic Time Warping
  25 Jun 2019 1 repository listed
• Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances
  19 Jun 2019 1 repository listed Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 6 harvested samples)
• Temporal Transformer Networks: Joint Learning of Invariant and Discriminative Time Warping
  13 Jun 2019 1 repository listed
• Multivariate Time Series Classification using Dilated Convolutional Neural Network
  5 May 2019 1 repository listed
• Temporal Attention Augmented Bilinear Network for Financial Time Series Data Analysis
  5 May 2019 1 repository listed
• Adversarial Attacks on Deep Neural Networks for Time Series Classification
  17 Mar 2019 1 repository listed
• Sinkhorn Divergence of Topological Signature Estimates for Time Series Classification
  14 Feb 2019 1 repository listed
• WaveletAE: A Wavelet-enhanced Autoencoder for Wind Turbine Blade Icing Detection
  14 Feb 2019 1 repository listed
• FastGRNN: A Fast, Accurate, Stable and Tiny Kilobyte Sized Gated Recurrent Neural Network
  8 Jan 2019 1 repository listed
• Deep Gated Recurrent and Convolutional Network Hybrid Model for Univariate Time Series Classification
  18 Dec 2018 1 repository listed
• Extracting Relationships by Multi-Domain Matching
  1 Dec 2018 1 repository listed
• Learning filter widths of spectral decompositions with wavelets
  1 Dec 2018 1 repository listed
• Multiple Instance Learning for Efficient Sequential Data Classification on Resource-constrained Devices
  1 Dec 2018 1 repository listed
• Transfer learning for time series classification
  5 Nov 2018 1 repository listed
• Explainable time series tweaking via irreversible and reversible temporal transformations
  13 Sep 2018 1 repository listed
• Elastic bands across the path: A new framework and methods to lower bound DTW
  29 Aug 2018 1 repository listed
• Interpretable Time Series Classification using All-Subsequence Learning and Symbolic Representations in Time and Frequency Domains
  12 Aug 2018 1 repository listed
• Multivariate Time Series Classification with WEASEL+MUSE
  30 Nov 2017 1 repository listed
• Classification of Time-Series Images Using Deep Convolutional Neural Networks
  2 Oct 2017 1 repository listed
• ENCASE: An ENsemble ClASsifiEr for ECG classification using expert features and deep neural networks
  24 Sep 2017 1 repository listed
• Time Series Data Cleaning: From Anomaly Detection to Anomaly Repairing
  10 Jun 2017 1 repository listed
• Fast and Accurate Time Series Classification with WEASEL
  26 Jan 2017 1 repository listed
• Representation Learning with Deconvolution for Multivariate Time Series Classification and Visualization
  24 Oct 2016 1 repository listed
• A scalable end-to-end Gaussian process adapter for irregularly sampled time series classification
  14 Jun 2016 1 repository listed Syntology 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
• Support Vector Machines with Time Series Distance Kernels for Action Classification
  7 Mar 2016 1 repository listed
• Highly comparative time-series analysis: The empirical structure of time series and their methods
  3 Apr 2013 1 repository listed
• STACT-Time: Spatio-Temporal Cross Attention for Cine Thyroid Ultrasound Time Series Classification
  22 Jun 2025 0 repositories listed
• MORIC: CSI Delay-Doppler Decomposition for Robust Wi-Fi-based Human Activity Recognition
  15 Jun 2025 0 repositories listed
• Time Series Representations for Classification Lie Hidden in Pretrained Vision Transformers
  10 Jun 2025 0 repositories listed
• Channel-Imposed Fusion: A Simple yet Effective Method for Medical Time Series Classification
  31 May 2025 0 repositories listed
• From Images to Signals: Are Large Vision Models Useful for Time Series Analysis?
  29 May 2025 0 repositories listed
• QSVM-QNN: Quantum Support Vector Machine Based Quantum Neural Network Learning Algorithm for Brain-Computer Interfacing Systems
  20 May 2025 0 repositories listed
• Evaluating Simplification Algorithms for Interpretability of Time Series Classification
  13 May 2025 0 repositories listed
• Learning Advanced Self-Attention for Linear Transformers in the Singular Value Domain
  13 May 2025 0 repositories listed Syntology 1 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified; the one sample that ran constructed an object rather than computing a result (of 2 harvested samples)
• FIC-TSC: Learning Time Series Classification with Fisher Information Constraint
  9 May 2025 0 repositories listed
• An Efficient Transport-Based Dissimilarity Measure for Time Series Classification under Warping Distortions
  8 May 2025 0 repositories listed
• Intelligently Augmented Contrastive Tensor Factorization: Empowering Multi-dimensional Time Series Classification in Low-Data Environments
  3 May 2025 0 repositories listed
• On Multivariate Financial Time Series Classification
  24 Apr 2025 0 repositories listed
• Learning Compositional Transferability of Time Series for Source-Free Domain Adaptation
  21 Apr 2025 0 repositories listed
• ALT: A Python Package for Lightweight Feature Representation in Time Series Classification
  17 Apr 2025 0 repositories listed
• IdentiARAT: Toward Automated Identification of Individual ARAT Items from Wearable Sensors
  17 Apr 2025 0 repositories listed
• Hardware-Friendly Delayed-Feedback Reservoir for Multivariate Time-Series Classification
  16 Apr 2025 0 repositories listed
• AimTS: Augmented Series and Image Contrastive Learning for Time Series Classification
  14 Apr 2025 0 repositories listed
• Interval-Valued Time Series Classification Using D_K-Distance
  7 Apr 2025 0 repositories listed
• CATS: Mitigating Correlation Shift for Multivariate Time Series Classification
  5 Apr 2025 0 repositories listed
• Adaptive Classification of Interval-Valued Time Series
  4 Apr 2025 0 repositories listed
• Sparseformer: a Transferable Transformer with Multi-granularity Token Sparsification for Medical Time Series Classification
  19 Mar 2025 0 repositories listed
• Revisiting Backdoor Attacks on Time Series Classification in the Frequency Domain
  12 Mar 2025 0 repositories listed
• ReLATE: Resilient Learner Selection for Multivariate Time-Series Classification Against Adversarial Attacks
  10 Mar 2025 0 repositories listed
• Hardware-Accelerated Event-Graph Neural Networks for Low-Latency Time-Series Classification on SoC FPGA
  9 Mar 2025 0 repositories listed
• Random Projections and Natural Sparsity in Time-Series Classification: A Theoretical Analysis
  24 Feb 2025 0 repositories listed
• Energy-Efficient Transformer Inference: Optimization Strategies for Time Series Classification
  23 Feb 2025 0 repositories listed
• Explainable and Class-Revealing Signal Feature Extraction via Scattering Transform and Constrained Zeroth-Order Optimization
  8 Feb 2025 0 repositories listed
• TrojanTime: Backdoor Attacks on Time Series Classification
  2 Feb 2025 0 repositories listed
• Large Language Models are Few-shot Multivariate Time Series Classifiers
  30 Jan 2025 0 repositories listed
• A 1-D CNN inference engine for constrained platforms
  28 Jan 2025 0 repositories listed
• Deep Learning for Disease Outbreak Prediction: A Robust Early Warning Signal for Transcritical Bifurcations
  14 Jan 2025 0 repositories listed
• VSFormer: Value and Shape-Aware Transformer with Prior-Enhanced Self-Attention for Multivariate Time Series Classification
  21 Dec 2024 0 repositories listed
• Content-aware Balanced Spectrum Encoding in Masked Modeling for Time Series Classification
  17 Dec 2024 0 repositories listed
• Semi-Supervised Risk Control via Prediction-Powered Inference
  15 Dec 2024 0 repositories listed
• Measuring Pre-training Data Quality without Labels for Time Series Foundation Models
  9 Dec 2024 0 repositories listed
• LLM-ABBA: Understanding time series via symbolic approximation
  27 Nov 2024 0 repositories listed
• ST-Tree with Interpretability for Multivariate Time Series Classification
  18 Nov 2024 0 repositories listed
• A Systematic Literature Review of Spatio-Temporal Graph Neural Network Models for Time Series Forecasting and Classification
  29 Oct 2024 0 repositories listed
• Temporal Streaming Batch Principal Component Analysis for Time Series Classification
  28 Oct 2024 0 repositories listed
• Hierarchical Multimodal LLMs with Semantic Space Alignment for Enhanced Time Series Classification
  24 Oct 2024 0 repositories listed
• TS-ACL: Closed-Form Solution for Time Series-oriented Continual Learning
  21 Oct 2024 0 repositories listed
• ABBA-VSM: Time Series Classification using Symbolic Representation on the Edge
  14 Oct 2024 0 repositories listed
• Graph Neural Alchemist: An innovative fully modular architecture for time series-to-graph classification
  12 Oct 2024 0 repositories listed
• Stochastic Sparse Sampling: A Framework for Variable-Length Medical Time Series Classification
  8 Oct 2024 0 repositories listed
• Time Series Classification of Supraglacial Lakes Evolution over Greenland Ice Sheet
  8 Oct 2024 0 repositories listed
• Forest Proximities for Time Series
  4 Oct 2024 0 repositories listed
• Repurposing Foundation Model for Generalizable Medical Time Series Classification
  3 Oct 2024 0 repositories listed
• Contrastive Representation Learning for Predicting Solar Flares from Extremely Imbalanced Multivariate Time Series Data
  1 Oct 2024 0 repositories listed
• Enabling Tensor Decomposition for Time-Series Classification via A Simple Pseudo-Laplacian Contrast
  23 Sep 2024 0 repositories listed
• User-friendly Foundation Model Adapters for Multivariate Time Series Classification
  18 Sep 2024 0 repositories listed
• Optimizing TinyML: The Impact of Reduced Data Acquisition Rates for Time Series Classification on Microcontrollers
  17 Sep 2024 0 repositories listed
• TX-Gen: Multi-Objective Optimization for Sparse Counterfactual Explanations for Time-Series Classification
  14 Sep 2024 0 repositories listed
• Randomized Spline Trees for Functional Data Classification: Theory and Application to Environmental Time Series
  12 Sep 2024 0 repositories listed
• Boosting Certified Robustness for Time Series Classification with Efficient Self-Ensemble
  4 Sep 2024 0 repositories listed
• Improving Time Series Classification with Representation Soft Label Smoothing
  30 Aug 2024 0 repositories listed
• Benchmarking Counterfactual Interpretability in Deep Learning Models for Time Series Classification
  22 Aug 2024 0 repositories listed
• Correlation Analysis of Adversarial Attack in Time Series Classification
  21 Aug 2024 0 repositories listed
• Finding the DeepDream for Time Series: Activation Maximization for Univariate Time Series
  20 Aug 2024 0 repositories listed
• Interactive Counterfactual Generation for Univariate Time Series
  20 Aug 2024 0 repositories listed
• An End-to-End Model for Time Series Classification In the Presence of Missing Values
  11 Aug 2024 0 repositories listed
• Training a multilayer dynamical spintronic network with standard machine learning tools to perform time series classification
  5 Aug 2024 0 repositories listed
• Con4m: Context-aware Consistency Learning Framework for Segmented Time Series Classification
  31 Jul 2024 0 repositories listed
• Quadratic Advantage with Quantum Randomized Smoothing Applied to Time-Series Analysis
  25 Jul 2024 0 repositories listed
• HIERVAR: A Hierarchical Feature Selection Method for Time Series Analysis
  22 Jul 2024 0 repositories listed
• ECRTime: Ensemble Integration of Classification and Retrieval for Time Series Classification
  20 Jul 2024 0 repositories listed
• Physical Data Embedding for Memory Efficient AI
  19 Jul 2024 0 repositories listed
• Exploring Facial Biomarkers for Depression through Temporal Analysis of Action Units
  18 Jul 2024 0 repositories listed
• LETS-C: Leveraging Text Embedding for Time Series Classification
  9 Jul 2024 0 repositories listed
• Using Photoplethysmography to Detect Real-time Blood Pressure Changes with a Calibration-free Deep Learning Model
  3 Jul 2024 0 repositories listed
• Capturing Temporal Components for Time Series Classification
  20 Jun 2024 0 repositories listed
• A Primal-Dual Framework for Transformers and Neural Networks
  19 Jun 2024 0 repositories listed
• On when is Reservoir Computing with Cellular Automata Beneficial?
  13 Jun 2024 0 repositories listed

Syntology lines on 3 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.