| NourishNet: Proactive Severity State Forecasting of Food Commodity Prices for Global Warning Systems | Jun 30, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| A Unified Approach to Extract Interpretable Rules from Tree Ensembles via Integer Programming | Jun 30, 2024 | regressionTime Series | —Unverified | 0 |
| Nonequilibrium dynamics and thermodynamics provide the underlying physical mechanism of the perceptual rivalry | Jun 29, 2024 | Decision MakingTime Series | —Unverified | 0 |
| Fast Gibbs sampling for the local and global trend Bayesian exponential smoothing model | Jun 29, 2024 | Time Series | —Unverified | 0 |
| Learning Time-Varying Multi-Region Communications via Scalable Markovian Gaussian Processes | Jun 29, 2024 | Gaussian ProcessesState Space Models | —Unverified | 0 |
| Time Series Clustering with General State Space Models via Stochastic Variational Inference | Jun 29, 2024 | Clusteringparameter estimation | CodeCode Available | 0 |
| Deciphering interventional dynamical causality from non-intervention systems | Jun 29, 2024 | Time Series | —Unverified | 0 |
| Filtration learning in exact multi-parameter persistent homology and classification of time-series data | Jun 28, 2024 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Changen2: Multi-Temporal Remote Sensing Generative Change Foundation Model | Jun 26, 2024 | Change DetectionTime Series | —Unverified | 0 |
| Querying Labeled Time Series Data with Scenario Programs | Jun 25, 2024 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Research on Education Big Data for Students Academic Performance Analysis based on Machine Learning | Jun 25, 2024 | Time Series | —Unverified | 0 |
| Identifying Nonstationary Causal Structures with High-Order Markov Switching Models | Jun 25, 2024 | Causal DiscoveryTime Series | CodeCode Available | 0 |
| Conformal time series decomposition with component-wise exchangeability | Jun 24, 2024 | Conformal PredictionPrediction | CodeCode Available | 0 |
| Meta-learning and Data Augmentation for Stress Testing Forecasting Models | Jun 24, 2024 | Data AugmentationMeta-Learning | CodeCode Available | 0 |
| Multi-Modal Vision Transformers for Crop Mapping from Satellite Image Time Series | Jun 24, 2024 | Time Series | —Unverified | 0 |
| Enhancing Solar Driver Forecasting with Multivariate Transformers | Jun 22, 2024 | Time Series | CodeCode Available | 0 |
| Improving Rehabilitative Assessment with Statistical and Shape Preserving Surrogate Data and Singular Spectrum Analysis | Jun 22, 2024 | Time Series | —Unverified | 0 |
| Reinforced Knowledge Distillation for Time Series Regression | Jun 21, 2024 | Knowledge DistillationModel Compression | CodeCode Available | 0 |
| How Intermodal Interaction Affects the Performance of Deep Multimodal Fusion for Mixed-Type Time Series | Jun 21, 2024 | Time Series | —Unverified | 0 |
| Causal Learning in Biomedical Applications: A Benchmark | Jun 21, 2024 | Time Series | CodeCode Available | 0 |
| Enhancing reliability in prediction intervals using point forecasters: Heteroscedastic Quantile Regression and Width-Adaptive Conformal Inference | Jun 21, 2024 | PredictionPrediction Intervals | CodeCode Available | 0 |
| Movement-Prediction-Adjusted Naïve Forecast | Jun 20, 2024 | Binary ClassificationPrediction | —Unverified | 0 |
| Capturing Temporal Components for Time Series Classification | Jun 20, 2024 | ClassificationRepresentation Learning | —Unverified | 0 |
| Prediction of Unobserved Bifurcation by Unsupervised Extraction of Slowly Time-Varying System Parameter Dynamics from Time Series Using Reservoir Computing | Jun 20, 2024 | Time Series | —Unverified | 0 |
| Understanding Different Design Choices in Training Large Time Series Models | Jun 20, 2024 | Time SeriesTime Series Analysis | —Unverified | 0 |