| Multi-Channel Vision Transformer for Epileptic Seizure Prediction | Jun 29, 2022 | EEGPrediction | —Unverified | 0 |
| Automatic Synthesis of Neurons for Recurrent Neural Nets | Jun 29, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Continual Learning for Human State Monitoring | Jun 29, 2022 | Continual LearningTime Series | CodeCode Available | 0 |
| Hidden Parameter Recurrent State Space Models For Changing Dynamics Scenarios | Jun 29, 2022 | State Space ModelsTime Series | CodeCode Available | 0 |
| Intrinsic Anomaly Detection for Multi-Variate Time Series | Jun 29, 2022 | Anomaly DetectionNavigate | —Unverified | 0 |
| An Auto-Regressive Formulation for Smoothing and Moving Mean with Exponentially Tapered Windows | Jun 29, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Imaging the time series of one single referenced EEG electrode for Epileptic Seizures Risk Analysis | Jun 29, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| I-SEA: Importance Sampling and Expected Alignment-Based Deep Distance Metric Learning for Time Series Analysis and Embedding | Jun 28, 2022 | Density EstimationMetric Learning | CodeCode Available | 0 |
| Reinforcement Learning Based Dynamic Model Combination for Time Series Forecasting | Jun 28, 2022 | Decision MakingEnsemble Learning | —Unverified | 0 |
| Improving self-supervised pretraining models for epileptic seizure detection from EEG data | Jun 28, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Generative Anomaly Detection for Time Series Datasets | Jun 28, 2022 | Anomaly DetectionDensity Estimation | —Unverified | 0 |
| Detection and Forecasting of Extreme event in Stock Price Triggered by Fundamental, Technical, and External Factors | Jun 28, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Learning the Evolutionary and Multi-scale Graph Structure for Multivariate Time Series Forecasting | Jun 28, 2022 | Graph Neural NetworkMultivariate Time Series Forecasting | CodeCode Available | 1 |
| Business Cycle Synchronization in the EU: A Regional-Sectoral Look through Soft-Clustering and Wavelet Decomposition | Jun 28, 2022 | ClusteringTime Series | —Unverified | 0 |
| Optimal Estimation of Generic Dynamics by Path-Dependent Neural Jump ODEs | Jun 28, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| TTS-CGAN: A Transformer Time-Series Conditional GAN for Biosignal Data Augmentation | Jun 28, 2022 | Data AugmentationTime Series | CodeCode Available | 1 |
| Learning Deep Input-Output Stable Dynamics | Jun 27, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Local Evaluation of Time Series Anomaly Detection Algorithms | Jun 27, 2022 | Anomaly DetectionTime Series | CodeCode Available | 1 |
| AI for trading strategies | Jun 26, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| fETSmcs: Feature-based ETS model component selection | Jun 26, 2022 | modelModel Selection | CodeCode Available | 0 |
| Data Augmentation techniques in time series domain: A survey and taxonomy | Jun 25, 2022 | Data AugmentationTime Series | —Unverified | 0 |
| Multi-Variate Time Series Forecasting on Variable Subsets | Jun 25, 2022 | Multivariate Time Series ForecastingTime Series | CodeCode Available | 1 |
| ML-Based Approach for NFL Defensive Pass Interference Prediction Using GPS Tracking Data | Jun 24, 2022 | Binary ClassificationTime Series | CodeCode Available | 0 |
| Estimation and Inference in High-Dimensional Panel Data Models with Interactive Fixed Effects | Jun 24, 2022 | Dimensionality ReductionTime Series | —Unverified | 0 |
| Undetectable GPS-Spoofing Attack on Time Series Phasor Measurement Unit Data | Jun 24, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |