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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 6 of 7: papers 501 to 600 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.

• Augmented Bilinear Network for Incremental Multi-Stock Time-Series Classification
  23 Jul 2022 0 repositories listed
• A Convolutional Neural Network Approach to Supernova Time-Series Classification
  19 Jul 2022 0 repositories listed
• Rethinking Attention Mechanism in Time Series Classification
  14 Jul 2022 0 repositories listed
• A multi-level interpretable sleep stage scoring system by infusing experts' knowledge into a deep network architecture
  11 Jul 2022 0 repositories listed
• A Strategy Optimized Pix2pix Approach for SAR-to-Optical Image Translation Task
  27 Jun 2022 0 repositories listed
• Time Gated Convolutional Neural Networks for Crop Classification
  20 Jun 2022 0 repositories listed
• Uncertainty-aware Evaluation of Time-Series Classification for Online Handwriting Recognition with Domain Shift
  17 Jun 2022 0 repositories listed
• Domain Generalization via Selective Consistency Regularization for Time Series Classification
  16 Jun 2022 0 repositories listed
• FEW SHOT CROP MAPPING USING TRANSFORMERS AND TRANSFER LEARNING WITH SENTINEL-2 TIME SERIES: CASE OF KAIROUAN TUNISIA
  30 May 2022 0 repositories listed
• Self-supervised Pretraining and Transfer Learning Enable Flu and COVID-19 Predictions in Small Mobile Sensing Datasets
  26 May 2022 0 repositories listed
• UMSNet: An Universal Multi-sensor Network for Human Activity Recognition
  24 May 2022 0 repositories listed
• Automated Mobility Context Detection with Inertial Signals
  16 May 2022 0 repositories listed
• Improving Astronomical Time-series Classification via Data Augmentation with Generative Adversarial Networks
  13 May 2022 0 repositories listed
• Fuzzy Cognitive Maps and Hidden Markov Models: Comparative Analysis of Efficiency within the Confines of the Time Series Classification Task
  28 Apr 2022 0 repositories listed
• EXIT: Extrapolation and Interpolation-based Neural Controlled Differential Equations for Time-series Classification and Forecasting
  19 Apr 2022 0 repositories listed
• Investigating Temporal Convolutional Neural Networks for Satellite Image Time Series Classification: A survey
  13 Apr 2022 0 repositories listed
• T4PdM: a Deep Neural Network based on the Transformer Architecture for Fault Diagnosis of Rotating Machinery
  7 Apr 2022 0 repositories listed
• Tampered VAE for Improved Satellite Image Time Series Classification
  30 Mar 2022 0 repositories listed
• Time Series Fault Classification for Wave Propagation Systems with Sparse Fault Data
  30 Mar 2022 0 repositories listed
• Enhancing Transformer Efficiency for Multivariate Time Series Classification
  28 Mar 2022 0 repositories listed
• Data-Folding and Hyperspace Coding for Multi-Dimensonal Time-Series Data Imaging
  10 Mar 2022 0 repositories listed
• CaSS: A Channel-aware Self-supervised Representation Learning Framework for Multivariate Time Series Classification
  8 Mar 2022 0 repositories listed
• LSTMSPLIT: Effective SPLIT Learning based LSTM on Sequential Time-Series Data
  8 Mar 2022 0 repositories listed
• Early Time-Series Classification Algorithms: An Empirical Comparison
  3 Mar 2022 0 repositories listed
• Auxiliary Cross-Modal Representation Learning with Triplet Loss Functions for Online Handwriting Recognition
  16 Feb 2022 0 repositories listed
• HDC-MiniROCKET: Explicit Time Encoding in Time Series Classification with Hyperdimensional Computing
  16 Feb 2022 0 repositories listed
• TimeREISE: Time-series Randomized Evolving Input Sample Explanation
  16 Feb 2022 0 repositories listed
• Spectral Propagation Graph Network for Few-shot Time Series Classification
  8 Feb 2022 0 repositories listed
• A Machine Learning Smartphone-based Sensing for Driver Behavior Classification
  1 Feb 2022 0 repositories listed
• The FreshPRINCE: A Simple Transformation Based Pipeline Time Series Classifier
  28 Jan 2022 0 repositories listed
• Robust Augmentation for Multivariate Time Series Classification
  27 Jan 2022 0 repositories listed
• Ordinal-Quadruplet: Retrieval of Missing Classes in Ordinal Time Series
  24 Jan 2022 0 repositories listed
• MIDAS: Deep learning human action intention prediction from natural eye movement patterns
  22 Jan 2022 0 repositories listed
• Imputing Missing Observations with Time Sliced Synthetic Minority Oversampling Technique
  14 Jan 2022 0 repositories listed
• An Efficient Federated Distillation Learning System for Multi-task Time Series Classification
  30 Dec 2021 0 repositories listed
• Merging Subject Matter Expertise and Deep Convolutional Neural Network for State-Based Online Machine-Part Interaction Classification
  8 Dec 2021 0 repositories listed
• KDCTime: Knowledge Distillation with Calibration on InceptionTime for Time-series Classification
  4 Dec 2021 0 repositories listed
• Animal Behavior Classification via Accelerometry Data and Recurrent Neural Networks
  24 Nov 2021 0 repositories listed
• Animal behavior classification via deep learning on embedded systems
  24 Nov 2021 0 repositories listed
• A transformer-based model for default prediction in mid-cap corporate markets
  18 Nov 2021 0 repositories listed
• Outlier Detection as Instance Selection Method for Feature Selection in Time Series Classification
  16 Nov 2021 0 repositories listed
• GraSSNet: Graph Soft Sensing Neural Networks
  12 Nov 2021 0 repositories listed
• Mimic: An adaptive algorithm for multivariate time series classification
  8 Nov 2021 0 repositories listed
• IB-GAN: A Unified Approach for Multivariate Time Series Classification under Class Imbalance
  14 Oct 2021 0 repositories listed
• Time Series Classification Using Convolutional Neural Network On Imbalanced Datasets
  10 Oct 2021 0 repositories listed
• Attention Augmented Convolutional Transformer for Tabular Time-series
  5 Oct 2021 0 repositories listed
• DIVERSIFY to Generalize: Learning Generalized Representations for Time Series Classification
  29 Sep 2021 0 repositories listed
• Less is more: Selecting the right benchmarking set of data for time series classification
  29 Sep 2021 0 repositories listed
• Objective Evaluation of Deep Visual Interpretations on Time Series Data
  29 Sep 2021 0 repositories listed
• Selective Cross-Domain Consistency Regularization for Time Series Domain Generalization
  29 Sep 2021 0 repositories listed
• T-WaveNet: A Tree-Structured Wavelet Neural Network for Time Series Signal Analysis
  29 Sep 2021 0 repositories listed
• Taking ROCKET on an efficiency mission: A distributed solution for fast and accurate multivariate time series classification
  29 Sep 2021 0 repositories listed
• Improving Time Series Classification Algorithms Using Octave-Convolutional Layers
  28 Sep 2021 0 repositories listed
• Early and Revocable Time Series Classification
  21 Sep 2021 0 repositories listed
• XAI Methods for Neural Time Series Classification: A Brief Review
  18 Aug 2021 0 repositories listed
• Snippet Policy Network for Multi-class Varied-length ECG Early Classification
  28 Jul 2021 0 repositories listed
• Automated Label Generation for Time Series Classification with Representation Learning: Reduction of Label Cost for Training
  12 Jul 2021 0 repositories listed
• Early Recognition of Ball Catching Success in Clinical Trials with RNN-Based Predictive Classification
  6 Jul 2021 0 repositories listed
• Multi-Modal Prototype Learning for Interpretable Multivariable Time Series Classification
  17 Jun 2021 0 repositories listed
• Deep Neural Networks for Approximating Stream Reasoning with C-SPARQL
  15 Jun 2021 0 repositories listed
• Differentiable Multiple Shooting Layers
  7 Jun 2021 0 repositories listed
• Accelerating Neural ODEs Using Model Order Reduction
  28 May 2021 0 repositories listed
• Anomaly Detection in Predictive Maintenance: A New Evaluation Framework for Temporal Unsupervised Anomaly Detection Algorithms
  26 May 2021 0 repositories listed
• The Temporal Dictionary Ensemble (TDE) Classifier for Time Series Classification
  9 May 2021 0 repositories listed
• All-Clear Flare Prediction Using Interval-based Time Series Classifiers
  3 May 2021 0 repositories listed
• Accuracy Improvement for Fully Convolutional Networks via Selective Augmentation with Applications to Electrocardiogram Data
  25 Apr 2021 0 repositories listed
• Process Outcome Prediction: CNN vs. LSTM (with Attention)
  14 Apr 2021 0 repositories listed
• Deep Transformer Networks for Time Series Classification: The NPP Safety Case
  9 Apr 2021 0 repositories listed
• Visualising Deep Network's Time-Series Representations
  12 Mar 2021 0 repositories listed
• Depth Evaluation for Metal Surface Defects by Eddy Current Testing using Deep Residual Convolutional Neural Networks
  8 Mar 2021 0 repositories listed
• CLPVG: Circular limited penetrable visibility graph as a new network model for time series
  1 Mar 2021 0 repositories listed
• When is Early Classification of Time Series Meaningful?
  23 Feb 2021 0 repositories listed
• Phase Space Reconstruction Network for Lane Intrusion Action Recognition
  22 Feb 2021 0 repositories listed
• Pattern Sampling for Shapelet-based Time Series Classification
  16 Feb 2021 0 repositories listed
• Geometric feature performance under downsampling for EEG classification tasks
  15 Feb 2021 0 repositories listed
• On Technical Trading and Social Media Indicators in Cryptocurrencies' Price Classification Through Deep Learning
  13 Feb 2021 0 repositories listed
• PatchX: Explaining Deep Models by Intelligible Pattern Patches for Time-series Classification
  11 Feb 2021 0 repositories listed
• Plotting time: On the usage of CNNs for time series classification
  8 Feb 2021 0 repositories listed
• Time Series Classification via Topological Data Analysis
  3 Feb 2021 0 repositories listed
• A Novel Approach for Classification and Forecasting of Time Series in Particle Accelerators
  1 Feb 2021 0 repositories listed
• Spectrum Attention Mechanism for Time Series Classification
  25 Jan 2021 0 repositories listed
• Untargeted, Targeted and Universal Adversarial Attacks and Defenses on Time Series
  13 Jan 2021 0 repositories listed
• Multi-Faceted Representation Learning with Hybrid Architecture for Time Series Classification
  21 Dec 2020 0 repositories listed
• RTFN: A Robust Temporal Feature Network for Time Series Classification
  24 Nov 2020 0 repositories listed
• Predictive maintenance on event logs: Application on an ATM fleet
  22 Nov 2020 0 repositories listed
• Merchant Category Identification Using Credit Card Transactions
  5 Nov 2020 0 repositories listed
• TimeSHAP: Explaining Recurrent Models through Sequence Perturbations
  16 Oct 2020 0 repositories listed
• Multivariate Time Series Classification with Hierarchical Variational Graph Pooling
  12 Oct 2020 0 repositories listed
• Downsampling and geometric feature methods for EEG classification tasks with CNNs
  10 Oct 2020 0 repositories listed
• An Evaluation of Classification Methods for 3D Printing Time-Series Data
  2 Oct 2020 0 repositories listed
• Extreme-SAX: Extreme Points Based Symbolic Representation for Time Series Classification
  2 Oct 2020 0 repositories listed
• Transient Classification in low SNR Gravitational Wave data using Deep Learning
  20 Sep 2020 0 repositories listed
• Evaluation of Local Explanation Methods for Multivariate Time Series Forecasting
  18 Sep 2020 0 repositories listed
• Multivariable times series classification through an interpretable representation
  8 Sep 2020 0 repositories listed
• The Canonical Interval Forest (CIF) Classifier for Time Series Classification
  20 Aug 2020 0 repositories listed
• A Formally Robust Time Series Distance Metric
  18 Aug 2020 0 repositories listed
• Image Processing Tools for Financial Time Series Classification
  13 Aug 2020 0 repositories listed
• Ubicomp Digital 2020 -- Handwriting classification using a convolutional recurrent network
  3 Aug 2020 0 repositories listed
• Benchmarking Multivariate Time Series Classification Algorithms
  26 Jul 2020 0 repositories listed
• Epileptic Seizure Prediction: A Semi-Dilated Convolutional Neural Network Architecture
  22 Jul 2020 0 repositories listed