| Two Steps Forward and One Behind: Rethinking Time Series Forecasting with Deep Learning | Apr 10, 2023 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Brain-Inspired Spiking Neural Network for Online Unsupervised Time Series Prediction | Apr 10, 2023 | Time SeriesTime Series Prediction | —Unverified | 0 |
| Filling out the missing gaps: Time Series Imputation with Semi-Supervised Learning | Apr 9, 2023 | ImputationTime Series | —Unverified | 0 |
| Ensemble Modeling for Time Series Forecasting: an Adaptive Robust Optimization Approach | Apr 9, 2023 | ManagementTime Series | CodeCode Available | 0 |
| Embarrassingly Simple MixUp for Time-series | Apr 9, 2023 | Data AugmentationTime Series | —Unverified | 0 |
| OFTER: An Online Pipeline for Time Series Forecasting | Apr 8, 2023 | Dimensionality ReductionTime Series | —Unverified | 0 |
| Bitcoin: A life in crises | Apr 6, 2023 | Time Series | —Unverified | 0 |
| EZClone: Improving DNN Model Extraction Attack via Shape Distillation from GPU Execution Profiles | Apr 6, 2023 | GPUModel extraction | —Unverified | 0 |
| SE-shapelets: Semi-supervised Clustering of Time Series Using Representative Shapelets | Apr 6, 2023 | ClusteringTime Series | —Unverified | 0 |
| Spintronic Physical Reservoir for Autonomous Prediction and Long-Term Household Energy Load Forecasting | Apr 6, 2023 | Load ForecastingPrediction | —Unverified | 0 |
| Adaptive Student's t-distribution with method of moments moving estimator for nonstationary time series | Apr 6, 2023 | PhilosophyTime Series | —Unverified | 0 |
| Time-space-frequency feature Fusion for 3-channel motor imagery classification | Apr 4, 2023 | EEGEeg Decoding | CodeCode Available | 1 |
| OneShotSTL: One-Shot Seasonal-Trend Decomposition For Online Time Series Anomaly Detection And Forecasting | Apr 4, 2023 | Anomaly DetectionTime Series | CodeCode Available | 1 |
| Multi-Channel Time-Series Person and Soft-Biometric Identification | Apr 4, 2023 | Activity RecognitionAttribute | —Unverified | 0 |
| Handling Concept Drift in Global Time Series Forecasting | Apr 4, 2023 | Time SeriesTime Series Forecasting | CodeCode Available | 1 |
| Side Channel-Assisted Inference Leakage from Machine Learning-based ECG Classification | Apr 4, 2023 | ClassificationDynamic Time Warping | —Unverified | 0 |
| Astronomical image time series classification using CONVolutional attENTION (ConvEntion) | Apr 3, 2023 | ClassificationTime Series | CodeCode Available | 0 |
| Conformal Prediction Regions for Time Series using Linear Complementarity Programming | Apr 3, 2023 | Conformal PredictionPrediction | CodeCode Available | 0 |
| Artificial neural networks and time series of counts: A class of nonlinear INGARCH models | Apr 3, 2023 | Time Series | —Unverified | 0 |
| Market-Based "Actual" Returns of Investors | Apr 2, 2023 | Time Series | —Unverified | 0 |
| SoftED: Metrics for Soft Evaluation of Time Series Event Detection | Apr 2, 2023 | Event DetectionTime Series | CodeCode Available | 0 |
| The Tech Decoupling | Apr 2, 2023 | Time Series | —Unverified | 0 |
| A robust deep learning-based damage identification approach for SHM considering missing data | Mar 31, 2023 | ImputationStructural Health Monitoring | —Unverified | 0 |
| Time-series Anomaly Detection based on Difference Subspace between Signal Subspaces | Mar 31, 2023 | Anomaly DetectionTime Series | —Unverified | 0 |
| Never a Dull Moment: Distributional Properties as a Baseline for Time-Series Classification | Mar 31, 2023 | ClassificationTime Series | —Unverified | 0 |
