| Enhancing Wind Power Forecast Precision via Multi-head Attention Transformer: An Investigation on Single-step and Multi-step Forecasting | Apr 21, 2023 | Time SeriesTime Series Forecasting | —Unverified | 0 | 0 |
| Causal Identification in Time Series Models | Apr 28, 2025 | Causal IdentificationTime Series | —Unverified | 0 | 0 |
| Enhancing Uncertainty Communication in Time Series Predictions: Insights and Recommendations | Aug 22, 2024 | Decision MakingTime Series | —Unverified | 0 | 0 |
| Causal Hierarchy in the Financial Market Network -- Uncovered by the Helmholtz-Hodge-Kodaira Decomposition | Aug 23, 2024 | Time Series | —Unverified | 0 | 0 |
| A Novel Method for Stock Forecasting based on Fuzzy Time Series Combined with the Longest Common/Repeated Sub-sequence | Jun 21, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Enhancing Transformer Efficiency for Multivariate Time Series Classification | Mar 28, 2022 | ClassificationTime Series | —Unverified | 0 | 0 |
| Causal Hidden Markov Model for Time Series Disease Forecasting | Mar 30, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Causal Graph Recovery in Neuroimaging through Answer Set Programming | Jun 10, 2025 | Time Series | —Unverified | 0 | 0 |
| A Novel Method Combines Moving Fronts, Data Decomposition and Deep Learning to Forecast Intricate Time Series | Mar 11, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Aggregating time-series and image data: functors and double functors | Apr 7, 2025 | Time Series | —Unverified | 0 | 0 |
| AdaPRL: Adaptive Pairwise Regression Learning with Uncertainty Estimation for Universal Regression Tasks | Jan 10, 2025 | Age EstimationMulti-Task Learning | —Unverified | 0 | 0 |
| Accelerated Sub-Image Search For Variable-Size Patches Identification Based On Virtual Time Series Transformation And Segmentation | Oct 20, 2024 | Image RetrievalTime Series | —Unverified | 0 | 0 |
| Context parroting: A simple but tough-to-beat baseline for foundation models in scientific machine learning | May 16, 2025 | In-Context LearningTime Series | —Unverified | 0 | 0 |
| Quantile Convolutional Neural Networks for Value at Risk Forecasting | Aug 21, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Inferring Global Dynamics of a Black-Box System Using Machine Learning | May 10, 2019 | BIG-bench Machine LearningTime Series | —Unverified | 0 | 0 |
| Forecasting Drought Using Multilayer Perceptron Artificial Neural Network Model | Apr 17, 2019 | Decision MakingManagement | —Unverified | 0 | 0 |
| Enhancing Time Series Forecasting via Logic-Inspired Regularization | Mar 10, 2025 | Time SeriesTime Series Forecasting | —Unverified | 0 | 0 |
| Enhancing Time Series Forecasting via a Parallel Hybridization of ARIMA and Polynomial Classifiers | May 11, 2025 | Time SeriesTime Series Forecasting | —Unverified | 0 | 0 |
| Causal Graph Discovery from Self and Mutually Exciting Time Series | Jan 26, 2023 | Causal DiscoveryTime Series | —Unverified | 0 | 0 |
| Enhancing Startup Success Predictions in Venture Capital: A GraphRAG Augmented Multivariate Time Series Method | Aug 18, 2024 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Application of Time-Aware PC algorithm to compute Causal Functional Connectivity in Alzheimer's Disease from fMRI data | Jul 1, 2023 | Functional ConnectivityTime Series | —Unverified | 0 | 0 |
| A Novel Markov Model for Near-Term Railway Delay Prediction | May 21, 2022 | Density EstimationPrediction | —Unverified | 0 | 0 |
| Enhancing Sequential Model Performance with Squared Sigmoid TanH (SST) Activation Under Data Constraints | Feb 14, 2024 | Sign Language RecognitionTime Series | —Unverified | 0 | 0 |
| A geometric approach to conditioning belief functions | Apr 21, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Enhancing Price Prediction in Cryptocurrency Using Transformer Neural Network and Technical Indicators | Mar 6, 2024 | Computational EfficiencyTime Series | —Unverified | 0 | 0 |