| Analysis and Predictive Modeling of Solar Coronal Holes Using Computer Vision and ARIMA-LSTM Networks | May 16, 2024 | Time SeriesTime Series Prediction | —Unverified | 0 | 0 |
| Improving Neuroevolution Using Island Extinction and Repopulation | May 15, 2020 | Evolutionary AlgorithmsTime Series | —Unverified | 0 | 0 |
| Data-driven Air Quality Characterisation for Urban Environments: a Case Study | Dec 1, 2018 | BIG-bench Machine LearningMissing Labels | —Unverified | 0 | 0 |
| Improving MF-DFA model with applications in precious metals market | Jun 26, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Data Curves Clustering Using Common Patterns Detection | Jan 5, 2020 | ClusteringTime Series | —Unverified | 0 | 0 |
| AtOMICS: A neural network-based Automated Optomechanical Intelligent Coupling System for testing and characterization of silicon photonics chiplets | Oct 30, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Improving Irregularly Sampled Time Series Learning with Dense Descriptors of Time | Mar 20, 2020 | BIG-bench Machine LearningTime Series | —Unverified | 0 | 0 |
| Improving Hospital Mortality Prediction with Medical Named Entities and Multimodal Learning | Nov 29, 2018 | Entity Extraction using GANMortality Prediction | —Unverified | 0 | 0 |
| Improving forecasting accuracy of time series data using a new ARIMA-ANN hybrid method and empirical mode decomposition | Dec 30, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Data-Centric Machine Learning for Earth Observation: Necessary and Sufficient Features | Aug 21, 2024 | Earth ObservationTime Series | —Unverified | 0 | 0 |
| ATM Cash demand forecasting in an Indian Bank with chaos and deep learning | Aug 24, 2020 | Demand ForecastingTime Series | —Unverified | 0 | 0 |
| Time Series Analysis and Modeling to Forecast: a Survey | Mar 31, 2021 | SurveyTime Series | —Unverified | 0 | 0 |
| Improving Clinical Predictions through Unsupervised Time Series Representation Learning | Dec 2, 2018 | Decision MakingRepresentation Learning | —Unverified | 0 | 0 |
| A Time-Series Scale Mixture Model of EEG with a Hidden Markov Structure for Epileptic Seizure Detection | Nov 12, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Improving Astronomical Time-series Classification via Data Augmentation with Generative Adversarial Networks | May 13, 2022 | Data AugmentationTime Series | —Unverified | 0 | 0 |
| Data Augmentation techniques in time series domain: A survey and taxonomy | Jun 25, 2022 | Data AugmentationTime Series | —Unverified | 0 | 0 |
| Improving age prediction: Utilizing LSTM-based dynamic forecasting for data augmentation in multivariate time series analysis | Dec 11, 2023 | Data AugmentationDeep Learning | —Unverified | 0 | 0 |
| Improving Accuracy Without Losing Interpretability: A ML Approach for Time Series Forecasting | Dec 13, 2022 | MarketingTime Series | —Unverified | 0 | 0 |
| Data Augmentation Policy Search for Long-Term Forecasting | May 1, 2024 | Bayesian OptimizationBilevel Optimization | —Unverified | 0 | 0 |
| A Time Series Multitask Framework Integrating a Large Language Model, Pre-Trained Time Series Model, and Knowledge Graph | Mar 10, 2025 | Anomaly DetectionDecoder | —Unverified | 0 | 0 |
| Analysis and Fully Memristor-based Reservoir Computing for Temporal Data Classification | Mar 4, 2024 | Time SeriesTime Series Prediction | —Unverified | 0 | 0 |
| Improving accuracy and convergence of federated learning edge computing methods for generalized DER forecasting applications in power grid | Oct 13, 2024 | Edge-computingFederated Learning | —Unverified | 0 | 0 |
| Improve Fidelity and Utility of Synthetic Credit Card Transaction Time Series from Data-centric Perspective | Jan 1, 2024 | Fraud DetectionTime Series | —Unverified | 0 | 0 |
| Data Augmentation of Time-Series Data in Human Movement Biomechanics: A Scoping Review | Apr 4, 2025 | Data AugmentationTime Series | —Unverified | 0 | 0 |
| Improved Sales Forecasting using Trend and Seasonality Decomposition with LightGBM | May 26, 2023 | Time Series | —Unverified | 0 | 0 |