| Continuous Sign Language Recognition via Temporal Super-Resolution Network | Jul 3, 2022 | Sign Language RecognitionSuper-Resolution | —Unverified | 0 |
| Comparative Analysis of Time Series Forecasting Approaches for Household Electricity Consumption Prediction | Jul 3, 2022 | energy managementGaussian Processes | —Unverified | 0 |
| Data-Driven Modeling of Noise Time Series with Convolutional Generative Adversarial Networks | Jul 3, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Scheduling Planting Time Through Developing an Optimization Model and Analysis of Time Series Growing Degree Units | Jul 2, 2022 | SchedulingTime Series | —Unverified | 0 |
| Rapid training of quantum recurrent neural networks | Jul 1, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Simulating financial time series using attention | Jul 1, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Temporal Fusion Transformer for Long-term Explainable Prediction of Emergency Department Overcrowding | Jul 1, 2022 | Prediction IntervalsTime Series | —Unverified | 0 |
| Hierarchic Temporal Convolutional Network With Cross-Domain Encoder for Music Source Separation | Jun 30, 2022 | Audio Source SeparationMusic Source Separation | —Unverified | 0 |
| A Causal Approach to Detecting Multivariate Time-series Anomalies and Root Causes | Jun 30, 2022 | Anomaly DetectionTime Series | —Unverified | 0 |
| K-ARMA Models for Clustering Time Series Data | Jun 30, 2022 | ClusteringOutlier Detection | —Unverified | 0 |
| Hidden Parameter Recurrent State Space Models For Changing Dynamics Scenarios | Jun 29, 2022 | State Space ModelsTime Series | CodeCode Available | 0 |
| Continual Learning for Human State Monitoring | Jun 29, 2022 | Continual LearningTime Series | CodeCode Available | 0 |
| 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 |
| An Auto-Regressive Formulation for Smoothing and Moving Mean with Exponentially Tapered Windows | Jun 29, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Intrinsic Anomaly Detection for Multi-Variate Time Series | Jun 29, 2022 | Anomaly DetectionNavigate | —Unverified | 0 |
| Imaging the time series of one single referenced EEG electrode for Epileptic Seizures Risk Analysis | Jun 29, 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 |
| Reinforcement Learning Based Dynamic Model Combination for Time Series Forecasting | Jun 28, 2022 | Decision MakingEnsemble Learning | —Unverified | 0 |
| Business Cycle Synchronization in the EU: A Regional-Sectoral Look through Soft-Clustering and Wavelet Decomposition | Jun 28, 2022 | ClusteringTime Series | —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 |
| Improving self-supervised pretraining models for epileptic seizure detection from EEG data | Jun 28, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Learning Deep Input-Output Stable Dynamics | Jun 27, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| fETSmcs: Feature-based ETS model component selection | Jun 26, 2022 | modelModel Selection | CodeCode Available | 0 |