| DAM: Towards A Foundation Model for Time Series Forecasting | Jul 25, 2024 | ImputationTime Series | —Unverified | 0 |
| Quadratic Advantage with Quantum Randomized Smoothing Applied to Time-Series Analysis | Jul 25, 2024 | Quantum Machine LearningTime Series | —Unverified | 0 |
| EEG-SSM: Leveraging State-Space Model for Dementia Detection | Jul 25, 2024 | EEGState Space Models | —Unverified | 0 |
| Time Series Missing Imputation with Multivariate Radial Basis Function Neural Network | Jul 24, 2024 | ImputationMissing Values | —Unverified | 0 |
| EuroCropsML: A Time Series Benchmark Dataset For Few-Shot Crop Type Classification | Jul 24, 2024 | ClassificationTime Series | CodeCode Available | 1 |
| Contrastive Learning Is Not Optimal for Quasiperiodic Time Series | Jul 24, 2024 | Contrastive LearningSelf-Supervised Learning | —Unverified | 0 |
| Channel-Aware Low-Rank Adaptation in Time Series Forecasting | Jul 24, 2024 | Time SeriesTime Series Forecasting | CodeCode Available | 1 |
| Alleviating Non-identifiability: a High-fidelity Calibration Objective for Financial Market Simulation with Multivariate Time Series Data | Jul 23, 2024 | Time Series | —Unverified | 0 |
| Forecasting Automotive Supply Chain Shortfalls with Heterogeneous Time Series | Jul 23, 2024 | Feature ImportanceSurvival Analysis | —Unverified | 0 |
| Can time series forecasting be automated? A benchmark and analysis | Jul 23, 2024 | BenchmarkingDecision Making | —Unverified | 0 |
| C3T: Cross-modal Transfer Through Time for Sensor-based Human Activity Recognition | Jul 23, 2024 | Action RecognitionActivity Recognition | —Unverified | 0 |
| Bayesian Autoregressive Online Change-Point Detection with Time-Varying Parameters | Jul 23, 2024 | Change Point Detectionscoring rule | CodeCode Available | 0 |
| A Survey of Explainable Artificial Intelligence (XAI) in Financial Time Series Forecasting | Jul 22, 2024 | Decision MakingExplainable artificial intelligence | —Unverified | 0 |
| HIERVAR: A Hierarchical Feature Selection Method for Time Series Analysis | Jul 22, 2024 | feature selectionTime Series | —Unverified | 0 |
| Income, health, and spurious cointegration | Jul 22, 2024 | Time Series | —Unverified | 0 |
| Synthetic Time Series for Anomaly Detection in Cloud Microservices | Jul 21, 2024 | Anomaly DetectionCloud Computing | —Unverified | 0 |
| TimeInf: Time Series Data Contribution via Influence Functions | Jul 21, 2024 | AttributeTime Series | CodeCode Available | 1 |
| TADA: Temporal Adversarial Data Augmentation for Time Series Data | Jul 21, 2024 | Data AugmentationDomain Generalization | —Unverified | 0 |
| Deep State Space Recurrent Neural Networks for Time Series Forecasting | Jul 21, 2024 | Kolmogorov-Arnold NetworksState Space Models | —Unverified | 0 |
| Ensemble quantile-based deep learning framework for streamflow and flood prediction in Australian catchments | Jul 20, 2024 | Deep LearningPrediction | —Unverified | 0 |
| Mapping the disaggregated economy in real-time: Using granular payment network data to complement national accounts | Jul 20, 2024 | Time Series | —Unverified | 0 |
| ECRTime: Ensemble Integration of Classification and Retrieval for Time Series Classification | Jul 20, 2024 | ClassificationDeep Learning | —Unverified | 0 |
| FMamba: Mamba based on Fast-attention for Multivariate Time-series Forecasting | Jul 20, 2024 | MambaMultivariate Time Series Forecasting | —Unverified | 0 |
| Time Series Generative Learning with Application to Brain Imaging Analysis | Jul 19, 2024 | Alzheimer's Disease DetectionData Augmentation | —Unverified | 0 |
| Physical Data Embedding for Memory Efficient AI | Jul 19, 2024 | Physics-informed machine learningTime Series | —Unverified | 0 |
