| Explicit construction of recurrent neural networks effectively approximating discrete dynamical systems | Sep 28, 2024 | Time Series | —Unverified | 0 |
| Tail Risk Analysis for Financial Time Series | Sep 27, 2024 | Time Series | —Unverified | 0 |
| Forecasting Macroeconomic Dynamics using a Calibrated Data-Driven Agent-based Model | Sep 27, 2024 | Bayesian InferenceTime Series | —Unverified | 0 |
| On the Power of Decision Trees in Auto-Regressive Language Modeling | Sep 27, 2024 | Computational EfficiencyDiversity | —Unverified | 0 |
| HSTFL: A Heterogeneous Federated Learning Framework for Misaligned Spatiotemporal Forecasting | Sep 27, 2024 | energy managementFederated Learning | —Unverified | 0 |
| Treating Brain-inspired Memories as Priors for Diffusion Model to Forecast Multivariate Time Series | Sep 27, 2024 | Time Series | —Unverified | 0 |
| Volatility Forecasting in Global Financial Markets Using TimeMixer | Sep 27, 2024 | ManagementTime Series | —Unverified | 0 |
| Causality-based Subject and Task Fingerprints using fMRI Time-series Data | Sep 26, 2024 | Graph Neural NetworkTime Series | —Unverified | 0 |
| A novel application of Shapley values for large multidimensional time-series data: Applying explainable AI to a DNA profile classification neural network | Sep 26, 2024 | ClassificationSuperpixels | —Unverified | 0 |
| Machine Learning-based vs Deep Learning-based Anomaly Detection in Multivariate Time Series for Spacecraft Attitude Sensors | Sep 26, 2024 | Anomaly DetectionTime Series | —Unverified | 0 |
| Using dynamic loss weighting to boost improvements in forecast stability | Sep 26, 2024 | Time Series | CodeCode Available | 0 |
| Method for Evaluating the Number of Signal Sources and Application to Non-invasive Brain-computer Interface | Sep 26, 2024 | Brain Computer InterfaceTime Series | —Unverified | 0 |
| EMIT- Event-Based Masked Auto Encoding for Irregular Time Series | Sep 25, 2024 | Decision MakingIrregular Time Series | CodeCode Available | 0 |
| Pre-Finetuning with Impact Duration Awareness for Stock Movement Prediction | Sep 25, 2024 | Sentiment AnalysisTime Series | —Unverified | 0 |
| The Credibility Transformer | Sep 25, 2024 | Time Series | —Unverified | 0 |
| Sparsity, Regularization and Causality in Agricultural Yield: The Case of Paddy Rice in Peru | Sep 25, 2024 | ManagementTime Series | —Unverified | 0 |
| Optimal starting point for time series forecasting | Sep 25, 2024 | Time SeriesTime Series Forecasting | CodeCode Available | 0 |
| Domain-Independent Automatic Generation of Descriptive Texts for Time-Series Data | Sep 25, 2024 | Contrastive LearningDescriptive | —Unverified | 0 |
| Transfer learning for financial data predictions: a systematic review | Sep 24, 2024 | PredictionStock Price Prediction | —Unverified | 0 |
| Double-Path Adaptive-correlation Spatial-Temporal Inverted Transformer for Stock Time Series Forecasting | Sep 24, 2024 | Stock PredictionTime Series | —Unverified | 0 |
| Generative AI-driven forecasting of oil production | Sep 24, 2024 | Decision MakingTime Series | —Unverified | 0 |
| Transformer based time series prediction of the maximum power point for solar photovoltaic cells | Sep 24, 2024 | Point TrackingTime Series | —Unverified | 0 |
| Quantifying wave propagation in a chain of FitzHugh-Nagumo neurons | Sep 24, 2024 | Time Series | —Unverified | 0 |
| TSFeatLIME: An Online User Study in Enhancing Explainability in Univariate Time Series Forecasting | Sep 24, 2024 | Time SeriesTime Series Forecasting | CodeCode Available | 0 |
| Enabling Tensor Decomposition for Time-Series Classification via A Simple Pseudo-Laplacian Contrast | Sep 23, 2024 | Data AugmentationImputation | —Unverified | 0 |