| EnergyDiff: Universal Time-Series Energy Data Generation using Diffusion Models | Jul 18, 2024 | DenoisingTime Series | CodeCode Available | 0 | 5 |
| EEG-EyeTrack: A Benchmark for Time Series and Functional Data Analysis with Open Challenges and Baselines | Apr 2, 2025 | EEGTime Series | CodeCode Available | 0 | 5 |
| TSA on AutoPilot: Self-tuning Self-supervised Time Series Anomaly Detection | Apr 3, 2024 | Anomaly DetectionData Augmentation | CodeCode Available | 0 | 5 |
| Enhanced Spatio- Temporal Image Encoding for Online Human Activity Recognition | Dec 15, 2023 | Activity RecognitionHuman Activity Recognition | CodeCode Available | 0 | 5 |
| Enhancing Glucose Level Prediction of ICU Patients through Hierarchical Modeling of Irregular Time-Series | Nov 3, 2024 | Data IntegrationFeature Engineering | CodeCode Available | 0 | 5 |
| Asymmetric Shapley values: incorporating causal knowledge into model-agnostic explainability | Oct 14, 2019 | feature selectionTime Series | CodeCode Available | 0 | 5 |
| Encoding Temporal Markov Dynamics in Graph for Visualizing and Mining Time Series | Oct 24, 2016 | General ClassificationTime Series | CodeCode Available | 0 | 5 |
| Empirical Study of Mix-based Data Augmentation Methods in Physiological Time Series Data | Sep 18, 2023 | Data AugmentationTime Series | CodeCode Available | 0 | 5 |
| End-to-End Learned Early Classification of Time Series for In-Season Crop Type Mapping | Jan 30, 2019 | ClassificationCrop Classification | CodeCode Available | 0 | 5 |
| EMIT- Event-Based Masked Auto Encoding for Irregular Time Series | Sep 25, 2024 | Decision MakingIrregular Time Series | CodeCode Available | 0 | 5 |
| A General Deep Learning Framework for Network Reconstruction and Dynamics Learning | Dec 30, 2018 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| Embracing the black box: Heading towards foundation models for causal discovery from time series data | Feb 14, 2024 | Causal DiscoveryTime Series | CodeCode Available | 0 | 5 |
| CRAFT: Time Series Forecasting with Cross-Future Behavior Awareness | May 20, 2025 | Time SeriesTime Series Forecasting | CodeCode Available | 0 | 5 |
| Quantifying Emergent Behavior of Autonomous Robots | Oct 6, 2015 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| Embedded Temporal Feature Selection for Time Series Forecasting Using Deep Learning | Oct 1, 2023 | Deep Learningfeature selection | CodeCode Available | 0 | 5 |
| Quantitative Tools for Time Series Analysis in Natural Language Processing: A Practitioners Guide | Apr 29, 2024 | EconometricsSociology | CodeCode Available | 0 | 5 |
| Empirical likelihood approach for high-dimensional moment restrictions with dependent data | Feb 26, 2025 | Dimensionality ReductionTime Series | CodeCode Available | 0 | 5 |
| Quantum Observers: A NISQ Hardware Demonstration of Chaotic State Prediction Using Quantum Echo-state Networks | May 11, 2025 | Time Series | CodeCode Available | 0 | 5 |
| End-to-end learning of energy-based representations for irregularly-sampled signals and images | Oct 1, 2019 | Earth ObservationTime Series | CodeCode Available | 0 | 5 |
| Enhancing Masked Time-Series Modeling via Dropping Patches | Dec 19, 2024 | Cross-Domain Few-Shotcross-domain few-shot learning | CodeCode Available | 0 | 5 |
| CRAD: Clustering with Robust Autocuts and Depth | Apr 8, 2019 | ClusteringTime Series | CodeCode Available | 0 | 5 |
| COVID-19 Time-series Prediction by Joint Dictionary Learning and Online NMF | Apr 20, 2020 | Dictionary LearningTime Series | CodeCode Available | 0 | 5 |
| Elastic Product Quantization for Time Series | Jan 4, 2022 | QuantizationTime Series | CodeCode Available | 0 | 5 |
| Elastic bands across the path: A new framework and methods to lower bound DTW | Aug 29, 2018 | ClusteringDynamic Time Warping | CodeCode Available | 0 | 5 |
| Elastic Similarity and Distance Measures for Multivariate Time Series | Feb 20, 2021 | ClassificationDynamic Time Warping | CodeCode Available | 0 | 5 |
