| Optimal Cross-Correlation Estimates from Asynchronous Tick-by-Tick Trading Data | Mar 18, 2023 | Time Series | —Unverified | 0 |
| TKN: Transformer-based Keypoint Prediction Network For Real-time Video Prediction | Mar 17, 2023 | GPUPrediction | —Unverified | 0 |
| Causal Discovery from Temporal Data: An Overview and New Perspectives | Mar 17, 2023 | Causal DiscoveryTime Series | —Unverified | 0 |
| BotShape: A Novel Social Bots Detection Approach via Behavioral Patterns | Mar 17, 2023 | MisinformationTime Series | —Unverified | 0 |
| A Bi-LSTM Autoencoder Framework for Anomaly Detection -- A Case Study of a Wind Power Dataset | Mar 17, 2023 | Anomaly DetectionTime Series | —Unverified | 0 |
| Generating synthetic multi-dimensional molecular-mediator time series data for artificial intelligence-based disease trajectory forecasting and drug development digital twins: Considerations | Mar 16, 2023 | Disease Trajectory ForecastingTime Series | —Unverified | 0 |
| Arbitrary Order Meta-Learning with Simple Population-Based Evolution | Mar 16, 2023 | Meta-LearningTime Series | —Unverified | 0 |
| Entropy of financial time series due to the shock of war | Mar 15, 2023 | Time Series | —Unverified | 0 |
| Deep incremental learning models for financial temporal tabular datasets with distribution shifts | Mar 14, 2023 | Dimensionality ReductionFeature Engineering | —Unverified | 0 |
| FPTN: Fast Pure Transformer Network for Traffic Flow Forecasting | Mar 14, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Forecasting COVID-19 Infections in Gulf Cooperation Council (GCC) Countries using Machine Learning | Mar 14, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Delay-SDE-net: A deep learning approach for time series modelling with memory and uncertainty estimates | Mar 14, 2023 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Optimal Sampling Designs for Multi-dimensional Streaming Time Series with Application to Power Grid Sensor Data | Mar 14, 2023 | Computational EfficiencyTime Series | —Unverified | 0 |
| Sinkhorn-Flow: Predicting Probability Mass Flow in Dynamical Systems Using Optimal Transport | Mar 14, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Comparing statistical and machine learning methods for time series forecasting in data-driven logistics -- A simulation study | Mar 13, 2023 | ManagementTime Series | —Unverified | 0 |
| Inflation forecasting with attention based transformer neural networks | Mar 13, 2023 | Time Series | —Unverified | 0 |
| Mobile Mapping Mesh Change Detection and Update | Mar 13, 2023 | Change DetectionTime Series | —Unverified | 0 |
| Hybrid Variational Autoencoder for Time Series Forecasting | Mar 13, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Fourier Transform Approach for Automatic Detection of Oysters Spawning | Mar 12, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Machine Learning Enhanced Hankel Dynamic-Mode Decomposition | Mar 11, 2023 | Deep LearningTime Series | —Unverified | 0 |
| Accurate Prediction of Global Mean Temperature through Data Transformation Techniques | Mar 11, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Explainable AI for Time Series via Virtual Inspection Layers | Mar 11, 2023 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| A Novel Method Combines Moving Fronts, Data Decomposition and Deep Learning to Forecast Intricate Time Series | Mar 11, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 |
| On Neural Architectures for Deep Learning-based Source Separation of Co-Channel OFDM Signals | Mar 11, 2023 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Sliced-Wasserstein on Symmetric Positive Definite Matrices for M/EEG Signals | Mar 10, 2023 | Brain Computer InterfaceComputational Efficiency | CodeCode Available | 0 |