| ChatTime: A Unified Multimodal Time Series Foundation Model Bridging Numerical and Textual Data | Dec 16, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Deep-learning-based identification of individual motion characteristics from upper-limb trajectories towards disorder stage evaluation | Dec 16, 2024 | DiagnosticTime Series | —Unverified | 0 |
| Multimodal LLM for Intelligent Transportation Systems | Dec 16, 2024 | Decision MakingMotion Planning | —Unverified | 0 |
| Individual Bus Trip Chain Prediction and Pattern Identification Considering Similarities | Dec 16, 2024 | PredictionTime Series | CodeCode Available | 0 |
| TS-SatFire: A Multi-Task Satellite Image Time-Series Dataset for Wildfire Detection and Prediction | Dec 16, 2024 | Earth ObservationFire Detection | CodeCode Available | 1 |
| Hierarchical Bidirectional Transition Dispersion Entropy-based Lempel-Ziv Complexity and Its Application in Fault-Bearing Diagnosis | Dec 15, 2024 | Time Series | —Unverified | 0 |
| Missing data imputation for noisy time-series data and applications in healthcare | Dec 15, 2024 | Deep LearningDenoising | —Unverified | 0 |
| Grassmannian Geometry Meets Dynamic Mode Decomposition in DMD-GEN: A New Metric for Mode Collapse in Time Series Generative Models | Dec 15, 2024 | Image GenerationTime Series | —Unverified | 0 |
| VAR models with an index structure: A survey with new results | Dec 15, 2024 | Time Series | —Unverified | 0 |
| Learning Latent Spaces for Domain Generalization in Time Series Forecasting | Dec 15, 2024 | Domain GeneralizationTime Series | —Unverified | 0 |
| Transformer-Based Bearing Fault Detection using Temporal Decomposition Attention Mechanism | Dec 15, 2024 | Fault DetectionTime Series | —Unverified | 0 |
| Multi-SpaCE: Multi-Objective Subsequence-based Sparse Counterfactual Explanations for Multivariate Time Series Classification | Dec 14, 2024 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| WaveGNN: Modeling Irregular Multivariate Time Series for Accurate Predictions | Dec 14, 2024 | AstronomyEpidemiology | —Unverified | 0 |
| DUET: Dual Clustering Enhanced Multivariate Time Series Forecasting | Dec 14, 2024 | Clusteringenergy management | CodeCode Available | 5 |
| Upstream flow geometries can be uniquely learnt from single-point turbulence signatures | Dec 14, 2024 | Time Series | —Unverified | 0 |
| Higher Order Transformers: Enhancing Stock Movement Prediction On Multimodal Time-Series Data | Dec 13, 2024 | DecoderStock Market Prediction | CodeCode Available | 0 |
| Integrative Analysis of Financial Market Sentiment Using CNN and GRU for Risk Prediction and Alert Systems | Dec 13, 2024 | Time Series | —Unverified | 0 |
| Multivariate Time Series Clustering for Environmental State Characterization of Ground-Based Gravitational-Wave Detectors | Dec 13, 2024 | Time SeriesTime Series Clustering | —Unverified | 0 |
| Financial Fine-tuning a Large Time Series Model | Dec 13, 2024 | Image GenerationPrediction | CodeCode Available | 2 |
| Semi-Periodic Activation for Time Series Classification | Dec 13, 2024 | ClassificationTime Series | CodeCode Available | 0 |
| Federated Learning of Dynamic Bayesian Network via Continuous Optimization from Time Series Data | Dec 13, 2024 | Causal DiscoveryFederated Learning | CodeCode Available | 0 |
| Conformal Prediction on Quantifying Uncertainty of Dynamic Systems | Dec 12, 2024 | Conformal PredictionOperator learning | —Unverified | 0 |
| Toward Foundation Model for Multivariate Wearable Sensing of Physiological Signals | Dec 12, 2024 | EEGTime Series | CodeCode Available | 1 |
| Agtech Framework for Cranberry-Ripening Analysis Using Vision Foundation Models | Dec 12, 2024 | Dimensionality ReductionTime Series | —Unverified | 0 |
| Soybean Maturity Prediction using 2D Contour Plots from Drone based Time Series Imagery | Dec 12, 2024 | Time Series | CodeCode Available | 0 |