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| Optimizing Sales Forecasts through Automated Integration of Market Indicators | May 15, 2024 | feature selectionTime Series | —Unverified | 0 |
| Seasonality and susceptibility from measles time series | May 15, 2024 | Time Series | CodeCode Available | 0 |
| Improving Transformers using Faithful Positional Encoding | May 15, 2024 | Time SeriesTime Series Classification | —Unverified | 0 |
| Joint Prediction Regions for time-series models | May 14, 2024 | PredictionPrediction Intervals | —Unverified | 0 |
| CIER: A Novel Experience Replay Approach with Causal Inference in Deep Reinforcement Learning | May 14, 2024 | Causal InferenceDeep Reinforcement Learning | —Unverified | 0 |
| Kolmogorov-Arnold Networks (KANs) for Time Series Analysis | May 14, 2024 | Kolmogorov-Arnold NetworksTime Series | —Unverified | 0 |
| Model-Free Unsupervised Anomaly Detection Framework in Multivariate Time-Series of Industrial Dynamical Systems | May 14, 2024 | Anomaly DetectionIncremental Learning | —Unverified | 0 |
| DGCformer: Deep Graph Clustering Transformer for Multivariate Time Series Forecasting | May 14, 2024 | ClusteringCollaborative Filtering | —Unverified | 0 |
| Comparative Study of Bitcoin Price Prediction | May 13, 2024 | L2 RegularizationPrediction | —Unverified | 0 |