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— Unverified 00 Predicting UAV Type: An Exploration of Sampling and Data Augmentation for Time Series Classification Mar 1, 2024 Data Augmentation Time Series
— Unverified 00 Prediction of MRI Hardware Failures based on Image Features using Time Series Classification Jan 5, 2020 General Classification Time Series
— Unverified 00 Process Outcome Prediction: CNN vs. LSTM (with Attention) Apr 14, 2021 General Classification Prediction
— Unverified 00 QSVM-QNN: Quantum Support Vector Machine Based Quantum Neural Network Learning Algorithm for Brain-Computer Interfacing Systems May 20, 2025 Brain Computer Interface EEG
— Unverified 00 Quadratic Advantage with Quantum Randomized Smoothing Applied to Time-Series Analysis Jul 25, 2024 Quantum Machine Learning Time Series
— Unverified 00 Quantum-Enhanced Forecasting: Leveraging Quantum Gramian Angular Field and CNNs for Stock Return Predictions Oct 11, 2023 Time Series Time Series Classification
— Unverified 00 Randomized Spline Trees for Functional Data Classification: Theory and Application to Environmental Time Series Sep 12, 2024 Diversity Ensemble Learning
— Unverified 00 Random Projections and Natural Sparsity in Time-Series Classification: A Theoretical Analysis Feb 24, 2025 Activity Recognition compressed sensing
— Unverified 00 Rank Supervised Contrastive Learning for Time Series Classification Jan 31, 2024 Classification Contrastive Learning
— Unverified 00 RAPID: Early Classification of Explosive Transients using Deep Learning Mar 29, 2019 Classification Deep Learning
— Unverified 00 ReLATE: Resilient Learner Selection for Multivariate Time-Series Classification Against Adversarial Attacks Mar 10, 2025 Adversarial Attack Deep Learning
— Unverified 00 Repurposing Foundation Model for Generalizable Medical Time Series Classification Oct 3, 2024 Benchmarking Diagnostic
— Unverified 00 Rethinking Attention Mechanism in Time Series Classification Jul 14, 2022 Classification Knowledge Distillation
— Unverified 00 Revisiting Backdoor Attacks on Time Series Classification in the Frequency Domain Mar 12, 2025 Time Series Time Series Classification
— Unverified 00 Robust Augmentation for Multivariate Time Series Classification Jan 27, 2022 Classification Time Series
— Unverified 00 RTFN: A Robust Temporal Feature Network for Time Series Classification Nov 24, 2020 Classification General Classification
— Unverified 00 Scalable Discovery of Time-Series Shapelets Mar 11, 2015 Clustering General Classification
— Unverified 00 Scoring and Assessment in Medical VR Training Simulators with Dynamic Time Series Classification Jun 11, 2020 Dynamic Time Warping General Classification
— Unverified 00 Selective Cross-Domain Consistency Regularization for Time Series Domain Generalization Sep 29, 2021 Domain Generalization Representation Learning
— Unverified 00 Self-supervised Activity Representation Learning with Incremental Data: An Empirical Study May 1, 2023 Classification Representation Learning
— Unverified 00 Self-supervised Machine Learning Based Approach to Orbit Modelling Applied to Space Traffic Management Dec 11, 2023 Management Time Series
— Unverified 00 Self-supervised Pretraining and Transfer Learning Enable Flu and COVID-19 Predictions in Small Mobile Sensing Datasets May 26, 2022 Dimensionality Reduction Representation Learning
— Unverified 00 Semi-Supervised End-To-End Contrastive Learning For Time Series Classification Oct 13, 2023 Classification Contrastive Learning
— Unverified 00 Semi-Supervised Risk Control via Prediction-Powered Inference Dec 15, 2024 Few-Shot Image Classification image-classification
— Unverified 00 Semi-supervised time series classification method for quantum computing Jun 19, 2020 Classification General Classification
— Unverified 00 Shapelet-based Model-agnostic Counterfactual Local Explanations for Time Series Classification Feb 2, 2024 Classification counterfactual
— Unverified 00 Use Short Isometric Shapelets to Accelerate Binary Time Series Classification Dec 27, 2019 Classification General Classification
— Unverified 00 Should we Reload Time Series Classification Performance Evaluation ? (a position paper) Mar 8, 2019 General Classification Position
— Unverified 00 Similarity Learning for Time Series Classification Oct 15, 2016 Classification Dynamic Time Warping
— Unverified 00 Simulated Data Experiments for Time Series Classification Part 1: Accuracy Comparison with Default Settings Mar 28, 2017 General Classification Time Series
— Unverified 00 sktime: A Unified Interface for Machine Learning with Time Series Sep 17, 2019 BIG-bench Machine Learning Time Series
— Unverified 00 SMORE: Similarity-based Hyperdimensional Domain Adaptation for Multi-Sensor Time Series Classification Feb 20, 2024 Domain Adaptation Time Series
— Unverified 00 Snippet Policy Network for Multi-class Varied-length ECG Early Classification Jul 28, 2021 Arrhythmia Detection Classification
— Unverified 00 Social Style Characterization from Egocentric Photo-streams Sep 18, 2017 Diversity Time Series
— Unverified 00 Beyond Gut Feel: Using Time Series Transformers to Find Investment Gems Sep 28, 2023 Data Augmentation Decision Making
— Unverified 00 Sparseformer: a Transferable Transformer with Multi-granularity Token Sparsification for Medical Time Series Classification Mar 19, 2025 Diagnostic Few-Shot Learning
— Unverified 00 Spatial-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 00 Spectral Propagation Graph Network for Few-shot Time Series Classification Feb 8, 2022 Classification Time Series
— Unverified 00 Spectrum Attention Mechanism for Time Series Classification Jan 25, 2021 Classification General Classification
— Unverified 00 SRDCNN: Strongly Regularized Deep Convolution Neural Network Architecture for Time-series Sensor Signal Classification Tasks Jul 14, 2020 Classification General Classification
— Unverified 00 STACT-Time: Spatio-Temporal Cross Attention for Cine Thyroid Ultrasound Time Series Classification Jun 22, 2025 Time Series Time Series Classification
— Unverified 00 Stochastic Sparse Sampling: A Framework for Variable-Length Medical Time Series Classification Oct 8, 2024 Time Series Time Series Classification
— Unverified 00 ST-Tree with Interpretability for Multivariate Time Series Classification Nov 18, 2024 Classification Decision Making
— Unverified 00 Supervised Time Series Classification for Anomaly Detection in Subsea Engineering Mar 12, 2024 Anomaly Detection Classification
— Unverified 00 Surface Type Classification for Autonomous Robot Indoor Navigation May 1, 2019 BIG-bench Machine Learning Classification
— Unverified 00 SWAP: Exploiting Second-Ranked Logits for Adversarial Attacks on Time Series Sep 6, 2023 Time Series Time Series Classification
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