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| Leveraging Sample Entropy for Enhanced Volatility Measurement and Prediction in International Oil Price Returns | Dec 20, 2023 | Decision Makingregression | —Unverified | 0 |
| Demand Forecasting for Platelet Usage: from Univariate Time Series to Multivariate Models | Jan 6, 2021 | Demand ForecastingManagement | —Unverified | 0 |
| Inferring Individual Level Causal Models from Graph-based Relational Time Series | Jan 16, 2020 | Causal InferenceTime Series | —Unverified | 0 |
| Leveraging Time-Series Foundation Model for Subsurface Well Logs Prediction and Anomaly Detection | Dec 7, 2024 | Anomaly DetectionComputational Efficiency | —Unverified | 0 |
| Time-Series Foundation Models for Forecasting Soil Moisture Levels in Smart Agriculture | May 29, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Leveraging Vision-Language Models for Granular Market Change Prediction | Jan 17, 2023 | PredictionStock Price Prediction | —Unverified | 0 |
| Demographic-Guided Attention in Recurrent Neural Networks for Modeling Neuropathophysiological Heterogeneity | Apr 15, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Bayesian Alignments of Warped Multi-Output Gaussian Processes | Oct 8, 2017 | Gaussian ProcessesTime Series | —Unverified | 0 |
| Demo: LE3D: A Privacy-preserving Lightweight Data Drift Detection Framework | Nov 3, 2022 | Drift DetectionPrivacy Preserving | —Unverified | 0 |
| LiDAR-based Recurrent 3D Semantic Segmentation with Temporal Memory Alignment | Mar 3, 2021 | 3D Semantic SegmentationAutonomous Vehicles | —Unverified | 0 |
| LIFE: Learning Individual Features for Multivariate Time Series Prediction with Missing Values | Sep 30, 2021 | Missing ValuesPrediction | —Unverified | 0 |
| DATSING: Data Augmented Time Series Forecasting with Adversarial Domain Adaptation | Oct 19, 2020 | Domain AdaptationTime Series | —Unverified | 0 |
| Causal Graph Discovery from Self and Mutually Exciting Time Series | Jun 4, 2021 | Causal Discoveryfeature selection | —Unverified | 0 |
| Inferring Global Dynamics Using a Learning Machine | Sep 28, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Date-Driven Approach for Identifying State of Hemodialysis Fistulas: Entropy-Complexity and Formal Concept Analysis | Sep 25, 2023 | Time Series | —Unverified | 0 |
| Attention-based Neural Network for Driving Environment Complexity Perception | Jun 21, 2021 | object-detectionObject Detection | —Unverified | 0 |
| Inferring extended summary causal graphs from observational time series | May 19, 2022 | Causal DiscoveryTime Series | —Unverified | 0 |
| Light-weight Gesture Sensing Using FMCW Radar Time Series Data | Nov 22, 2021 | Raspberry Pi 3Time Series | —Unverified | 0 |
| Data-Space Inversion Using a Recurrent Autoencoder for Time-Series Parameterization | Apr 30, 2020 | Dimensionality ReductionTime Series | —Unverified | 0 |
| Lightweight Online Adaption for Time Series Foundation Model Forecasts | Feb 18, 2025 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Inferring dynamic regulatory interaction graphs from time series data with perturbations | Jun 13, 2023 | Causal InferenceGraph Attention | —Unverified | 0 |
| Likely, Light, and Accurate Context-Free Clusters-based Trajectory Prediction | Jul 27, 2023 | ClusteringTime Series | —Unverified | 0 |
| Identifying nonlinear dynamical systems with multiple time scales and long-range dependencies | Oct 8, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Data Smashing 2.0: Sequence Likelihood (SL) Divergence For Fast Time Series Comparison | Sep 26, 2019 | Feature EngineeringTime Series | —Unverified | 0 |