Simulated Data Experiments for Time Series Classification Part 1: Accuracy Comparison with Default Settings Mar 28, 2017 General Classification Time Series
— Unverified 0sktime: A Unified Interface for Machine Learning with Time Series Sep 17, 2019 BIG-bench Machine Learning Time Series
— Unverified 0SMORE: Similarity-based Hyperdimensional Domain Adaptation for Multi-Sensor Time Series Classification Feb 20, 2024 Domain Adaptation Time Series
— Unverified 0Snippet Policy Network for Multi-class Varied-length ECG Early Classification Jul 28, 2021 Arrhythmia Detection Classification
— Unverified 0Social Style Characterization from Egocentric Photo-streams Sep 18, 2017 Diversity Time Series
— Unverified 0Beyond Gut Feel: Using Time Series Transformers to Find Investment Gems Sep 28, 2023 Data Augmentation Decision Making
— Unverified 0Sparseformer: a Transferable Transformer with Multi-granularity Token Sparsification for Medical Time Series Classification Mar 19, 2025 Diagnostic Few-Shot Learning
— Unverified 0Spatial-Temporal DAG Convolutional Networks for End-to-End Joint Effective Connectivity Learning and Resting-State fMRI Classification Dec 16, 2023 Time Series Time Series Classification
— Unverified 0Spectral Propagation Graph Network for Few-shot Time Series Classification Feb 8, 2022 Classification Time Series
— Unverified 0Spectrum Attention Mechanism for Time Series Classification Jan 25, 2021 Classification General Classification
— Unverified 0SRDCNN: Strongly Regularized Deep Convolution Neural Network Architecture for Time-series Sensor Signal Classification Tasks Jul 14, 2020 Classification General Classification
— Unverified 0STACT-Time: Spatio-Temporal Cross Attention for Cine Thyroid Ultrasound Time Series Classification Jun 22, 2025 Time Series Time Series Classification
— Unverified 0Stochastic Sparse Sampling: A Framework for Variable-Length Medical Time Series Classification Oct 8, 2024 Time Series Time Series Classification
— Unverified 0ST-Tree with Interpretability for Multivariate Time Series Classification Nov 18, 2024 Classification Decision Making
— Unverified 0Supervised Time Series Classification for Anomaly Detection in Subsea Engineering Mar 12, 2024 Anomaly Detection Classification
— Unverified 0Surface Type Classification for Autonomous Robot Indoor Navigation May 1, 2019 BIG-bench Machine Learning Classification
— Unverified 0SWAP: Exploiting Second-Ranked Logits for Adversarial Attacks on Time Series Sep 6, 2023 Time Series Time Series Classification
— Unverified 0T4PdM: a Deep Neural Network based on the Transformer Architecture for Fault Diagnosis of Rotating Machinery Apr 7, 2022 Decision Making Diagnostic
— Unverified 0Taking ROCKET on an efficiency mission: A distributed solution for fast and accurate multivariate time series classification Sep 29, 2021 feature selection Time Series
— Unverified 0Tampered VAE for Improved Satellite Image Time Series Classification Mar 30, 2022 Classification Crop Classification
— Unverified 0Temporal Feature Selection on Networked Time Series Dec 20, 2016 feature selection Time Series
— Unverified 0Temporal Streaming Batch Principal Component Analysis for Time Series Classification Oct 28, 2024 Dimensionality Reduction Time Series
— Unverified 0Temporal Treasure Hunt: Content-based Time Series Retrieval System for Discovering Insights Nov 5, 2023 Retrieval Time Series
— Unverified 0The Canonical Interval Forest (CIF) Classifier for Time Series Classification Aug 20, 2020 Classification Descriptive
— Unverified 0The DOPE Distance is SIC: A Stable, Informative, and Computable Metric on Time Series And Ordered Merge Trees Dec 3, 2022 Dynamic Time Warping Time Series
— Unverified 0The FreshPRINCE: A Simple Transformation Based Pipeline Time Series Classifier Jan 28, 2022 Dynamic Time Warping Time Series
— Unverified 0The Great Time Series Classification Bake Off: An Experimental Evaluation of Recently Proposed Algorithms. Extended Version Feb 4, 2016 General Classification Time Series
— Unverified 0The Temporal Dictionary Ensemble (TDE) Classifier for Time Series Classification May 9, 2021 Classification General Classification
— Unverified 0TimeCSL: Unsupervised Contrastive Learning of General Shapelets for Explorable Time Series Analysis Apr 7, 2024 Anomaly Detection Contrastive Learning
— Unverified 0Time Elastic Neural Networks May 27, 2024 Time Series Time Series Classification
— Unverified 0Time Gated Convolutional Neural Networks for Crop Classification Jun 20, 2022 Classification Crop Classification
— Unverified 0TimeREISE: Time-series Randomized Evolving Input Sample Explanation Feb 16, 2022 Classification Explainable artificial intelligence
— Unverified 0Time-Series Classification for Dynamic Strategies in Multi-Step Forecasting Feb 13, 2024 Time Series Time Series Classification
— Unverified 0Predictive maintenance on event logs: Application on an ATM fleet Nov 22, 2020 General Classification Time Series Analysis
— Unverified 0Time series classification for varying length series Oct 10, 2019 Classification General Classification
— Unverified 0Time-Series Classification in Smart Manufacturing Systems: An Experimental Evaluation of State-of-the-Art Machine Learning Algorithms Oct 4, 2023 Time Series Time Series Classification
— Unverified 0Time Series Classification: Lessons Learned in the (Literal) Field while Studying Chicken Behavior Nov 21, 2019 Clustering General Classification
— Unverified 0Time Series Classification of Supraglacial Lakes Evolution over Greenland Ice Sheet Oct 8, 2024 Time Series Time Series Classification
— Unverified 0Time-Series Classification Through Histograms of Symbolic Polynomials Jul 24, 2013 Classification Econometrics
— Unverified 0Time Series Classification to Improve Poultry Welfare Nov 7, 2018 Classification Dictionary Learning
— Unverified 0Time Series Classification Using Convolutional Neural Network On Imbalanced Datasets Oct 10, 2021 Classification Time Series
— Unverified 0Time Series Classification using the Hidden-Unit Logistic Model Jun 16, 2015 Action Recognition Action Unit Detection
— Unverified 0Time Series Classification via Topological Data Analysis Feb 3, 2021 Classification General Classification
— Unverified 0Time series clustering based on the characterisation of segment typologies Oct 27, 2018 Clustering Time Series
— Unverified 0Time Series Data Augmentation for Deep Learning: A Survey Feb 27, 2020 Anomaly Detection Data Augmentation
— Unverified 0Time Series Fault Classification for Wave Propagation Systems with Sparse Fault Data Mar 30, 2022 Classification Dynamic Time Warping
— Unverified 0Time Series Representations for Classification Lie Hidden in Pretrained Vision Transformers Jun 10, 2025 Time Series Time Series Classification
— Unverified 0TimeSHAP: Explaining Recurrent Models through Sequence Perturbations Oct 16, 2020 Decision Making Feature Importance
— Unverified 0Towards Accurate Ego-lane Identification with Early Time Series Classification May 27, 2024 Autonomous Driving Time Series
— Unverified 0Towards a Near Universal Time Series Data Mining Tool: Introducing the Matrix Profile Nov 5, 2018 Clustering Representation Learning
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