| Modality-aware Transformer for Financial Time series Forecasting | Oct 2, 2023 | Feature ImportanceTime Series | —Unverified | 0 |
| Automated regime detection in multidimensional time series data using sliced Wasserstein k-means clustering | Oct 2, 2023 | ClusteringTime Series | —Unverified | 0 |
| Non-Exchangeable Conformal Risk Control | Oct 2, 2023 | Conformal PredictionTime Series | CodeCode Available | 1 |
| Combining Deep Learning and GARCH Models for Financial Volatility and Risk Forecasting | Oct 2, 2023 | Time Series | —Unverified | 0 |
| TACTiS-2: Better, Faster, Simpler Attentional Copulas for Multivariate Time Series | Oct 2, 2023 | Time SeriesTime Series Prediction | CodeCode Available | 1 |
| Embedded Temporal Feature Selection for Time Series Forecasting Using Deep Learning | Oct 1, 2023 | Deep Learningfeature selection | CodeCode Available | 0 |
| Study of Stylized Facts in Stock Market Data | Oct 1, 2023 | Time Series | —Unverified | 0 |
| PatchMixer: A Patch-Mixing Architecture for Long-Term Time Series Forecasting | Oct 1, 2023 | Time SeriesTime Series Forecasting | CodeCode Available | 2 |
| Determining the Optimal Number of Clusters for Time Series Datasets with Symbolic Pattern Forest | Oct 1, 2023 | ClusteringTime Series | —Unverified | 0 |
| NoxTrader: LSTM-Based Stock Return Momentum Prediction for Quantitative Trading | Oct 1, 2023 | Algorithmic TradingFeature Engineering | —Unverified | 0 |
| Universality of almost periodic orbits in certain composite functions | Sep 30, 2023 | Future predictionTime Series | —Unverified | 0 |
| Unravel Anomalies: An End-to-end Seasonal-Trend Decomposition Approach for Time Series Anomaly Detection | Sep 30, 2023 | Anomaly DetectionTime Series | CodeCode Available | 1 |
| Efficient Interpretable Nonlinear Modeling for Multiple Time Series | Sep 29, 2023 | Time SeriesTime Series Prediction | —Unverified | 0 |
| Asynchronous Graph Generator | Sep 29, 2023 | Data AugmentationGraph Attention | CodeCode Available | 0 |
| Algorithmic Recourse for Anomaly Detection in Multivariate Time Series | Sep 28, 2023 | Anomaly DetectionTime Series | —Unverified | 0 |
| Beyond Gut Feel: Using Time Series Transformers to Find Investment Gems | Sep 28, 2023 | Data AugmentationDecision Making | —Unverified | 0 |
| Message Propagation Through Time: An Algorithm for Sequence Dependency Retention in Time Series Modeling | Sep 28, 2023 | Time Series | —Unverified | 0 |
| Multi-Modal Financial Time-Series Retrieval Through Latent Space Projections | Sep 28, 2023 | Computational EfficiencyRetrieval | —Unverified | 0 |
| Asset Bundling for Wind Power Forecasting | Sep 28, 2023 | Auxiliary LearningTime Series | —Unverified | 0 |
| ShapeDBA: Generating Effective Time Series Prototypes using ShapeDTW Barycenter Averaging | Sep 28, 2023 | ClusteringDynamic Time Warping | CodeCode Available | 0 |
| A parsimonious, computationally efficient machine learning method for spatial regression | Sep 28, 2023 | Computational Efficiencyregression | —Unverified | 0 |
| Generating Personalized Insulin Treatments Strategies with Deep Conditional Generative Time Series Models | Sep 28, 2023 | Time Series | —Unverified | 0 |
| Mixup Your Own Pairs | Sep 28, 2023 | Contrastive Learningregression | CodeCode Available | 1 |
| Investigating the changes in BOLD responses during viewing of images with varied complexity: An fMRI time-series based analysis on human vision | Sep 27, 2023 | Semantic SegmentationTime Series | CodeCode Available | 0 |
| Unified Long-Term Time-Series Forecasting Benchmark | Sep 27, 2023 | BenchmarkingTime Series | CodeCode Available | 1 |