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— Unverified 00 Uncertainty-aware Evaluation of Time-Series Classification for Online Handwriting Recognition with Domain Shift Jun 17, 2022 Bayesian Inference Handwriting Recognition
— Unverified 00 Understanding Time Series Anomaly State Detection through One-Class Classification Feb 3, 2024 Anomaly Detection One-Class Classification
— Unverified 00 Unsupervised Representation Learning and Anomaly Detection in ECG Sequences Aug 1, 2019 Anomaly Detection Clustering
— Unverified 00 Untargeted, Targeted and Universal Adversarial Attacks and Defenses on Time Series Jan 13, 2021 Adversarial Attack Adversarial Defense
— Unverified 00 User-friendly Foundation Model Adapters for Multivariate Time Series Classification Sep 18, 2024 Dimensionality Reduction GPU
— Unverified 00 Using Photoplethysmography to Detect Real-time Blood Pressure Changes with a Calibration-free Deep Learning Model Jul 3, 2024 Photoplethysmography (PPG) Time Series Classification
— Unverified 00 Virtual Fusion with Contrastive Learning for Single Sensor-based Activity Recognition Dec 1, 2023 Activity Recognition Contrastive Learning
— Unverified 00 Visual Explanations with Attributions and Counterfactuals on Time Series Classification Jul 14, 2023 Decision Making Explainable artificial intelligence
— Unverified 00 Visualising Deep Network's Time-Series Representations Mar 12, 2021 Time Series Time Series Analysis
— Unverified 00 Voltage Quality Time Series Classification using Convolutional Neural Network Mar 30, 2019 Classification Time Series
— Unverified 00 VSFormer: Value and Shape-Aware Transformer with Prior-Enhanced Self-Attention for Multivariate Time Series Classification Dec 21, 2024 Classification Time Series
— Unverified 00 Warped-Linear Models for Time Series Classification Nov 24, 2017 Classification Dynamic Time Warping
— Unverified 00 Wearable-based Parkinson's Disease Severity Monitoring using Deep Learning Apr 24, 2019 Deep Learning General Classification
— Unverified 00 What User Behaviors Make the Differences During the Process of Visual Analytics? Nov 1, 2023 Time Series Time Series Classification
— Unverified 00 When is Early Classification of Time Series Meaningful? Feb 23, 2021 Classification Early Classification
— Unverified 00 XAI for time-series classification leveraging image highlight methods Nov 28, 2023 Time Series Time Series Classification
— Unverified 00 XAI Methods for Neural Time Series Classification: A Brief Review Aug 18, 2021 Deep Learning Explainable Artificial Intelligence (XAI)
— Unverified 00 Never a Dull Moment: Distributional Properties as a Baseline for Time-Series Classification Mar 31, 2023 Classification Time Series
— Unverified 00 Learning Interpretable Shapelets for Time Series Classification through Adversarial Regularization Jun 3, 2019 Classification General Classification
— Unverified 00 Training a multilayer dynamical spintronic network with standard machine learning tools to perform time series classification Aug 5, 2024 Time Series Time Series Classification
— Unverified 00 A 1-D CNN inference engine for constrained platforms Jan 28, 2025 Time Series Classification
— Unverified 00 A Bag of Receptive Fields for Time Series Extrinsic Predictions Nov 29, 2023 Missing Values regression
— Unverified 00 ABBA-VSM: Time Series Classification using Symbolic Representation on the Edge Oct 14, 2024 Binary Classification Classification
— Unverified 00 Accelerating Neural ODEs Using Model Order Reduction May 28, 2021 model Time Series
— Unverified 00 Accuracy Improvement for Fully Convolutional Networks via Selective Augmentation with Applications to Electrocardiogram Data Apr 25, 2021 Data Augmentation General Classification
— Unverified 00 A Convolutional Neural Network Approach to Supernova Time-Series Classification Jul 19, 2022 Classification Time Series
— Unverified 00 AdaFSNet: Time Series Classification Based on Convolutional Network with a Adaptive and Effective Kernel Size Configuration Apr 28, 2024 Classification Time Series
— Unverified 00 Adapting ELM to Time Series Classification: A Novel Diversified Top-k Shapelets Extraction Method Jun 20, 2016 Diversity General Classification
— Unverified 00 Adaptive Classification of Interval-Valued Time Series Apr 4, 2025 Classification Econometrics
— Unverified 00 Adaptive Transfer Learning of Multi-View Time Series Classification Oct 14, 2019 Classification Density Estimation
— Unverified 00 A Dictionary-based approach to Time Series Ordinal Classification May 16, 2023 Classification Ordinal Classification
— Unverified 00 Adversarial Attacks on Multivariate Time Series Mar 31, 2020 Classification Dynamic Time Warping
— Unverified 00 A Formally Robust Time Series Distance Metric Aug 18, 2020 Classification General Classification
— Unverified 00 AimTS: Augmented Series and Image Contrastive Learning for Time Series Classification Apr 14, 2025 Contrastive Learning Few-Shot Learning
— Unverified 00 A Latent Source Model for Nonparametric Time Series Classification Feb 14, 2013 Classification General Classification
— Unverified 00 All-Clear Flare Prediction Using Interval-based Time Series Classifiers May 3, 2021 All Prediction
— Unverified 00 ALT: A Python Package for Lightweight Feature Representation in Time Series Classification Apr 17, 2025 Benchmarking Time Series
— Unverified 00 Alternating direction method of multipliers for penalized zero-variance discriminant analysis Jan 21, 2014 feature selection General Classification
— Unverified 00 A Machine Learning Smartphone-based Sensing for Driver Behavior Classification Feb 1, 2022 Autonomous Driving BIG-bench Machine Learning
— Unverified 00 A Multi-label Time Series Classification Approach for Non-intrusive Water End-Use Monitoring Sep 30, 2022 Classification Multi-Label Classification
— Unverified 00 A multi-level interpretable sleep stage scoring system by infusing experts' knowledge into a deep network architecture Jul 11, 2022 Decision Making EEG
— Unverified 00 An Active Learning Framework with a Class Balancing Strategy for Time Series Classification May 20, 2024 Active Learning Classification
— Unverified 00 An Efficient Federated Distillation Learning System for Multi-task Time Series Classification Dec 30, 2021 Knowledge Distillation Time Series
— Unverified 00 An Efficient Transport-Based Dissimilarity Measure for Time Series Classification under Warping Distortions May 8, 2025 Classification Dynamic Time Warping
— Unverified 00 An Empirical Evaluation of Similarity Measures for Time Series Classification Jan 16, 2014 Classification Clustering
— Unverified 00 An End-to-End Model for Time Series Classification In the Presence of Missing Values Aug 11, 2024 Classification Imputation
— Unverified 00 An ensemble of convolution-based methods for fault detection using vibration signals May 5, 2023 Fault Detection Time Series
— Unverified 00 An Evaluation of Classification Methods for 3D Printing Time-Series Data Oct 2, 2020 BIG-bench Machine Learning Dynamic Time Warping
— Unverified 00 An Evaluation of Low Overhead Time Series Preprocessing Techniques for Downstream Machine Learning Sep 12, 2022 Classification Time Series
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