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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 7 of 7: papers 601 to 697 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.

• Towards Social & Engaging Peer Learning: Predicting Backchanneling and Disengagement in Children
  22 Jul 2020 0 repositories listed
• SRDCNN: Strongly Regularized Deep Convolution Neural Network Architecture for Time-series Sensor Signal Classification Tasks
  14 Jul 2020 0 repositories listed
• GeoStat Representations of Time Series for Fast Classification
  13 Jul 2020 0 repositories listed
• Multivariate Time Series Classification Using Spiking Neural Networks
  7 Jul 2020 0 repositories listed
• Semi-supervised time series classification method for quantum computing
  19 Jun 2020 0 repositories listed
• Scoring and Assessment in Medical VR Training Simulators with Dynamic Time Series Classification
  11 Jun 2020 0 repositories listed
• Neural ODEs for Informative Missingness in Multivariate Time Series
  20 May 2020 0 repositories listed
• Applications of shapelet transform to time series classification of earthquake, wind and wave data
  22 Apr 2020 0 repositories listed
• Kernels for time series with irregularly-spaced multivariate observations
  18 Apr 2020 0 repositories listed
• Exploring time-series motifs through DTW-SOM
  17 Apr 2020 0 repositories listed
• Co-eye: A Multi-resolution Symbolic Representation to TimeSeries Diversified Ensemble Classification
  14 Apr 2020 0 repositories listed
• Detecting Driver's Distraction using Long-term Recurrent Convolutional Network
  14 Apr 2020 0 repositories listed
• A tale of two toolkits, report the third: on the usage and performance of HIVE-COTE v1.0
  13 Apr 2020 0 repositories listed
• Adversarial Attacks on Multivariate Time Series
  31 Mar 2020 0 repositories listed
• Identity Recognition in Intelligent Cars with Behavioral Data and LSTM-ResNet Classifier
  2 Mar 2020 0 repositories listed
• Complexity Measures and Features for Times Series classification
  27 Feb 2020 0 repositories listed
• Time Series Data Augmentation for Deep Learning: A Survey
  27 Feb 2020 0 repositories listed
• Fully convolutional networks for structural health monitoring through multivariate time series classification
  12 Feb 2020 0 repositories listed
• Multi-label Prediction in Time Series Data using Deep Neural Networks
  27 Jan 2020 0 repositories listed
• Motif Difference Field: A Simple and Effective Image Representation of Time Series for Classification
  21 Jan 2020 0 repositories listed
• Prediction of MRI Hardware Failures based on Image Features using Time Series Classification
  5 Jan 2020 0 repositories listed
• Use Short Isometric Shapelets to Accelerate Binary Time Series Classification
  27 Dec 2019 0 repositories listed
• Features or Shape? Tackling the False Dichotomy of Time Series Classification
  20 Dec 2019 0 repositories listed
• Classification des S{é}ries Temporelles Incertaines par Transformation Shapelet
  11 Dec 2019 0 repositories listed
• A tale of two toolkits, report the second: bake off redux. Chapter 1. dictionary based classifiers
  27 Nov 2019 0 repositories listed
• Correlative Channel-Aware Fusion for Multi-View Time Series Classification
  24 Nov 2019 0 repositories listed
• Multi-Scale RCNN Model for Financial Time-series Classification
  21 Nov 2019 0 repositories listed
• Time Series Classification: Lessons Learned in the (Literal) Field while Studying Chicken Behavior
  21 Nov 2019 0 repositories listed
• Dynamic Time Warp Convolutional Networks
  5 Nov 2019 0 repositories listed
• Adaptive Transfer Learning of Multi-View Time Series Classification
  14 Oct 2019 0 repositories listed
• Time series classification for varying length series
  10 Oct 2019 0 repositories listed
• Learning Through Limited Self-Supervision: Improving Time-Series Classification Without Additional Data via Auxiliary Tasks
  25 Sep 2019 0 repositories listed
• sktime: A Unified Interface for Machine Learning with Time Series
  17 Sep 2019 0 repositories listed
• Meta-Learning for Few-Shot Time Series Classification
  13 Sep 2019 0 repositories listed
• A tale of two toolkits, report the first: benchmarking time series classification algorithms for correctness and efficiency
  12 Sep 2019 0 repositories listed
• Photometric light curves classification with machine learning
  10 Sep 2019 0 repositories listed
• Unsupervised Representation Learning and Anomaly Detection in ECG Sequences
  1 Aug 2019 0 repositories listed
• Classification of chaotic time series with deep learning
  26 Jul 2019 0 repositories listed
• Long Short-Term Memory Neural Networks for False Information Attack Detection in Software-Defined In-Vehicle Network
  24 Jun 2019 0 repositories listed
• Learning Interpretable Shapelets for Time Series Classification through Adversarial Regularization
  3 Jun 2019 0 repositories listed
• Surface Type Classification for Autonomous Robot Indoor Navigation
  1 May 2019 0 repositories listed
• ConvTimeNet: A Pre-trained Deep Convolutional Neural Network for Time Series Classification
  29 Apr 2019 0 repositories listed
• Wearable-based Parkinson's Disease Severity Monitoring using Deep Learning
  24 Apr 2019 0 repositories listed
• Voltage Quality Time Series Classification using Convolutional Neural Network
  30 Mar 2019 0 repositories listed
• RAPID: Early Classification of Explosive Transients using Deep Learning
  29 Mar 2019 0 repositories listed
• Medical Time Series Classification with Hierarchical Attention-based Temporal Convolutional Networks: A Case Study of Myotonic Dystrophy Diagnosis
  28 Mar 2019 0 repositories listed
• Should we Reload Time Series Classification Performance Evaluation ? (a position paper)
  8 Mar 2019 0 repositories listed
• Multiple-Instance Learning by Boosting Infinitely Many Shapelet-based Classifiers
  20 Nov 2018 0 repositories listed
• Time Series Classification to Improve Poultry Welfare
  7 Nov 2018 0 repositories listed
• Towards a Near Universal Time Series Data Mining Tool: Introducing the Matrix Profile
  5 Nov 2018 0 repositories listed
• Can automated smoothing significantly improve benchmark time series classification algorithms?
  1 Nov 2018 0 repositories listed
• Time series clustering based on the characterisation of segment typologies
  27 Oct 2018 0 repositories listed
• DuPLO: A DUal view Point deep Learning architecture for time series classificatiOn
  20 Sep 2018 0 repositories listed
• From BOP to BOSS and Beyond: Time Series Classification with Dictionary Based Classifiers
  18 Sep 2018 0 repositories listed
• Predicting Learning Status in MOOCs using LSTM
  5 Aug 2018 0 repositories listed
• A review on distance based time series classification
  12 Jun 2018 0 repositories listed
• Towards a universal neural network encoder for time series
  10 May 2018 0 repositories listed
• Learning representations for multivariate time series with missing data using Temporal Kernelized Autoencoders
  9 May 2018 0 repositories listed
• Bag of Recurrence Patterns Representation for Time-Series Classification
  29 Mar 2018 0 repositories listed
• Cost-Sensitive Convolution based Neural Networks for Imbalanced Time-Series Classification
  13 Jan 2018 0 repositories listed
• A Shapelet Transform for Multivariate Time Series Classification
  18 Dec 2017 0 repositories listed
• OSTSC: Over Sampling for Time Series Classification in R
  27 Nov 2017 0 repositories listed
• Warped-Linear Models for Time Series Classification
  24 Nov 2017 0 repositories listed
• Channel masking for multivariate time series shapelets
  2 Nov 2017 0 repositories listed
• Automatic Error Analysis of Human Motor Performance for Interactive Coaching in Virtual Reality
  26 Sep 2017 0 repositories listed
• Social Style Characterization from Egocentric Photo-streams
  18 Sep 2017 0 repositories listed
• Boosting the kernelized shapelets: Theory and algorithms for local features
  5 Sep 2017 0 repositories listed
• Driver Identification Using Automobile Sensor Data from a Single Turn
  9 Jun 2017 0 repositories listed
• Leveraging Patient Similarity and Time Series Data in Healthcare Predictive Models
  25 Apr 2017 0 repositories listed
• Simulated Data Experiments for Time Series Classification Part 1: Accuracy Comparison with Default Settings
  28 Mar 2017 0 repositories listed
• Asymmetric Learning Vector Quantization for Efficient Nearest Neighbor Classification in Dynamic Time Warping Spaces
  24 Mar 2017 0 repositories listed
• Methods for Mapping Forest Disturbance and Degradation from Optical Earth Observation Data: a Review
  10 Jan 2017 0 repositories listed
• Temporal Feature Selection on Networked Time Series
  20 Dec 2016 0 repositories listed
• Deep Symbolic Representation Learning for Heterogeneous Time-series Classification
  5 Dec 2016 0 repositories listed
• Earliness-Aware Deep Convolutional Networks for Early Time Series Classification
  14 Nov 2016 0 repositories listed
• Similarity Learning for Time Series Classification
  15 Oct 2016 0 repositories listed
• Power Data Classification: A Hybrid of a Novel Local Time Warping and LSTM
  15 Aug 2016 0 repositories listed
• Mining linguistic tone patterns with symbolic representation
  1 Aug 2016 0 repositories listed
• Adapting ELM to Time Series Classification: A Novel Diversified Top-k Shapelets Extraction Method
  20 Jun 2016 0 repositories listed
• The Great Time Series Classification Bake Off: An Experimental Evaluation of Recently Proposed Algorithms. Extended Version
  4 Feb 2016 0 repositories listed
• Dense Bag-of-Temporal-SIFT-Words for Time Series Classification
  8 Jan 2016 0 repositories listed
• Multivariate Time Series Classification Using Dynamic Time Warping Template Selection for Human Activity Recognition
  21 Dec 2015 0 repositories listed
• Time Series Classification using the Hidden-Unit Logistic Model
  16 Jun 2015 0 repositories listed
• Ultra-Fast Shapelets for Time Series Classification
  17 Mar 2015 0 repositories listed
• Scalable Discovery of Time-Series Shapelets
  11 Mar 2015 0 repositories listed
• One-Step or Two-Step Optimization and the Overfitting Phenomenon: A Case Study on Time Series Classification
  16 Jul 2014 0 repositories listed
• An Experimental Evaluation of Nearest Neighbour Time Series Classification
  18 Jun 2014 0 repositories listed
• Alternating direction method of multipliers for penalized zero-variance discriminant analysis
  21 Jan 2014 0 repositories listed
• An Empirical Evaluation of Similarity Measures for Time Series Classification
  16 Jan 2014 0 repositories listed
• Highly comparative feature-based time-series classification
  15 Jan 2014 0 repositories listed
• Invariant Factorization Of Time-Series
  23 Dec 2013 0 repositories listed
• Classifiers With a Reject Option for Early Time-Series Classification
  14 Dec 2013 0 repositories listed
• Time-Series Classification Through Histograms of Symbolic Polynomials
  24 Jul 2013 0 repositories listed
• A Latent Source Model for Nonparametric Time Series Classification
  14 Feb 2013 0 repositories listed
• Patient Risk Stratification for Hospital-Associated C. diff as a Time-Series Classification Task
  1 Dec 2012 0 repositories listed
• On Recursive Edit Distance Kernels with Application to Time Series Classification
  27 May 2010 0 repositories listed
• Hierarchical Fisher Kernels for Longitudinal Data
  1 Dec 2008 0 repositories listed