| Mean Absolute Directional Loss as a New Loss Function for Machine Learning Problems in Algorithmic Investment Strategies | Sep 19, 2023 | Time Series | —Unverified | 0 |
| Hybrid State Space-based Learning for Sequential Data Prediction with Joint Optimization | Sep 19, 2023 | Feature EngineeringTime Series | —Unverified | 0 |
| Implementing a new fully stepwise decomposition-based sampling technique for the hybrid water level forecasting model in real-world application | Sep 19, 2023 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| PDRL: Multi-Agent based Reinforcement Learning for Predictive Monitoring | Sep 19, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Graph-enabled Reinforcement Learning for Time Series Forecasting with Adaptive Intelligence | Sep 18, 2023 | Bayesian OptimisationDeep Learning | —Unverified | 0 |
| Clustering of Urban Traffic Patterns by K-Means and Dynamic Time Warping: Case Study | Sep 18, 2023 | ClusteringDynamic Time Warping | —Unverified | 0 |
| Empirical Study of Mix-based Data Augmentation Methods in Physiological Time Series Data | Sep 18, 2023 | Data AugmentationTime Series | CodeCode Available | 0 |
| Walking fingerprinting | Sep 18, 2023 | Predictionregression | CodeCode Available | 0 |
| Learning Generative Models for Lumped Rainfall-Runoff Modeling | Sep 18, 2023 | parameter estimationTime Series | CodeCode Available | 0 |
| Context-Aware Deep Time-Series Decomposition for Anomaly Detection in Businesses | Sep 17, 2023 | Anomaly DetectionTime Series | CodeCode Available | 0 |
| Data-driven Modeling and Inference for Bayesian Gaussian Process ODEs via Double Normalizing Flows | Sep 17, 2023 | Bayesian InferenceGaussian Processes | CodeCode Available | 0 |
| Extracting Interpretable Local and Global Representations from Attention on Time Series | Sep 16, 2023 | Time Series | CodeCode Available | 0 |
| POCKET: Pruning Random Convolution Kernels for Time Series Classification from a Feature Selection Perspective | Sep 15, 2023 | Evolutionary Algorithmsfeature selection | CodeCode Available | 0 |
| No Imputation Needed: A Switch Approach to Irregularly Sampled Time Series | Sep 15, 2023 | ImputationMissing Values | —Unverified | 0 |
| Dynamic Time Warping for Lead-Lag Relationships in Lagged Multi-Factor Models | Sep 15, 2023 | Dynamic Time WarpingTime Series | —Unverified | 0 |
| Data-Driven Goal Recognition in Transhumeral Prostheses Using Process Mining Techniques | Sep 15, 2023 | Time Series | —Unverified | 0 |
| Scalable Model-Based Gaussian Process Clustering | Sep 14, 2023 | ClusteringGaussian Processes | —Unverified | 0 |
| Learning Beyond Similarities: Incorporating Dissimilarities between Positive Pairs in Self-Supervised Time Series Learning | Sep 14, 2023 | Self-Supervised LearningTime Series | —Unverified | 0 |
| An Automated Machine Learning Approach for Detecting Anomalous Peak Patterns in Time Series Data from a Research Watershed in the Northeastern United States Critical Zone | Sep 14, 2023 | Anomaly DetectionHyperparameter Optimization | —Unverified | 0 |
| MCNS: Mining Causal Natural Structures Inside Time Series via A Novel Internal Causality Scheme | Sep 13, 2023 | Causal InferenceTime Series | —Unverified | 0 |
| Learning noise-induced transitions by multi-scaling reservoir computing | Sep 11, 2023 | Protein FoldingTime Series | —Unverified | 0 |
| Real-time VaR Calculations for Crypto Derivatives in kdb+/q | Sep 11, 2023 | Time Series | —Unverified | 0 |
| Quantitative Analysis of Forecasting Models:In the Aspect of Online Political Bias | Sep 11, 2023 | MisinformationTime Series | —Unverified | 0 |
| Forecasted Treatment Effects | Sep 11, 2023 | Time Series | —Unverified | 0 |
| Examining the Effect of Pre-training on Time Series Classification | Sep 11, 2023 | Time SeriesTime Series Classification | —Unverified | 0 |