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| Advancing Real-time Pandemic Forecasting Using Large Language Models: A COVID-19 Case Study | Apr 10, 2024 | Representation LearningTime Series | CodeCode Available | 2 |
| Hedonic Models Incorporating ESG Factors for Time Series of Average Annual Home Prices | Apr 10, 2024 | DiversityTime Series | —Unverified | 0 |
| SleepPPG-Net2: Deep learning generalization for sleep staging from photoplethysmography | Apr 10, 2024 | Deep LearningManagement | —Unverified | 0 |
| The impact of data set similarity and diversity on transfer learning success in time series forecasting | Apr 9, 2024 | DiversityTime Series | —Unverified | 0 |
| Seasonal Fire Prediction using Spatio-Temporal Deep Neural Networks | Apr 9, 2024 | PredictionTime Series | —Unverified | 0 |
| Common Trends and Long-Run Identification in Nonlinear Structural VARs | Apr 8, 2024 | Time Series | —Unverified | 0 |
| ATFNet: Adaptive Time-Frequency Ensembled Network for Long-term Time Series Forecasting | Apr 8, 2024 | Time SeriesTime Series Forecasting | CodeCode Available | 2 |
| WaveCatBoost for Probabilistic Forecasting of Regional Air Quality Data | Apr 8, 2024 | Conformal PredictionTime Series | CodeCode Available | 0 |
| Some variation of COBRA in sequential learning setup | Apr 7, 2024 | Bayesian OptimisationLoad Forecasting | —Unverified | 0 |
| Signal-noise separation using unsupervised reservoir computing | Apr 7, 2024 | Time SeriesTime Series Prediction | —Unverified | 0 |
| TimeGPT in Load Forecasting: A Large Time Series Model Perspective | Apr 7, 2024 | Load ForecastingTime Series | —Unverified | 0 |
| TimeCSL: Unsupervised Contrastive Learning of General Shapelets for Explorable Time Series Analysis | Apr 7, 2024 | Anomaly DetectionContrastive Learning | —Unverified | 0 |
| Neural Network Modeling for Forecasting Tourism Demand in Stopića Cave: A Serbian Cave Tourism Study | Apr 7, 2024 | ManagementTime Series | —Unverified | 0 |
| Nearest advocate: a novel event-based time delay estimation algorithm for multi-sensor time-series data synchronization | Apr 5, 2024 | Dynamic Time WarpingTime Series | CodeCode Available | 1 |
| DeepLINK-T: deep learning inference for time series data using knockoffs and LSTM | Apr 5, 2024 | Deep Learningfeature selection | CodeCode Available | 0 |
| Hierarchical Neural Additive Models for Interpretable Demand Forecasts | Apr 5, 2024 | Additive modelsManagement | —Unverified | 0 |
| Deep Learning for Satellite Image Time Series Analysis: A Review | Apr 5, 2024 | Deep LearningEarth Observation | —Unverified | 0 |
| An early warning system for emerging markets | Apr 4, 2024 | Change Point DetectionTime Series | CodeCode Available | 0 |
| Enhancing crop segmentation in satellite image time-series with transformer networks | Apr 3, 2024 | SegmentationSemantic Segmentation | CodeCode Available | 0 |
| Causality for Earth Science -- A Review on Time-series and Spatiotemporal Causality Methods | Apr 3, 2024 | Causal DiscoveryCausal Inference | —Unverified | 0 |
| PowerSimulations.jl -- A Power Systems operations simulation Library | Apr 3, 2024 | Time Series | CodeCode Available | 0 |
| Bayesian Bi-level Sparse Group Regressions for Macroeconomic Density Forecasting | Apr 3, 2024 | EconometricsTime Series | —Unverified | 0 |
| TSA on AutoPilot: Self-tuning Self-supervised Time Series Anomaly Detection | Apr 3, 2024 | Anomaly DetectionData Augmentation | CodeCode Available | 0 |
| Prompting for Numerical Sequences: A Case Study on Market Comment Generation | Apr 3, 2024 | Comment GenerationData-to-Text Generation | CodeCode Available | 2 |
