| Analysis of bank leverage via dynamical systems and deep neural networks | Apr 11, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Improving the Decision-Making Process of Self-Adaptive Systems by Accounting for Tactic Volatility | Apr 23, 2020 | Decision MakingTime Series | —Unverified | 0 | 0 |
| Data-Driven Extreme Response Estimation | Mar 27, 2025 | Time Series | —Unverified | 0 | 0 |
| Improving the Accuracy of Global Forecasting Models using Time Series Data Augmentation | Aug 6, 2020 | Data AugmentationDynamic Time Warping | —Unverified | 0 | 0 |
| Improving Text-based Early Prediction by Distillation from Privileged Time-Series Text | Jan 26, 2023 | Knowledge DistillationPrediction | —Unverified | 0 | 0 |
| Data-Driven Economic Agent-Based Models | Dec 21, 2024 | Time Series | —Unverified | 0 | 0 |
| A Trainable Reconciliation Method for Hierarchical Time-Series | Jan 5, 2021 | DecoderDemand Forecasting | —Unverified | 0 | 0 |
| Improving Sparsity in Kernel Adaptive Filters Using a Unit-Norm Dictionary | Jul 13, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Improving Solar Flare Prediction by Time Series Outlier Detection | Jun 14, 2022 | Outlier DetectionPrediction | —Unverified | 0 | 0 |
| Improving self-supervised pretraining models for epileptic seizure detection from EEG data | Jun 28, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Data Driven Decision Making with Time Series and Spatio-temporal Data | Mar 11, 2025 | Decision MakingTime Series | —Unverified | 0 | 0 |
| A topological analysis of cointegrated data: a Z24 Bridge case study | Sep 12, 2022 | Structural Health MonitoringTime Series | —Unverified | 0 | 0 |
| Analysis of Advisor Portfolio using Multivariate Time Series and Cosine Similarity | Jul 13, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| A Comparative Study of Pruning Methods in Transformer-based Time Series Forecasting | Dec 17, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 | 0 |
| Improving Robustness on Seasonality-Heavy Multivariate Time Series Anomaly Detection | Jul 25, 2020 | Anomaly DetectionGenerative Adversarial Network | —Unverified | 0 | 0 |
| ODE guided Neural Data Augmentation Techniques for Time Series Data and its Benefits on Robustness | Oct 15, 2019 | Adversarial AttackData Augmentation | —Unverified | 0 | 0 |
| Improving the Accuracy of Transaction-Based Ponzi Detection on Ethereum | Aug 31, 2023 | Time Series | —Unverified | 0 | 0 |
| Improving Rehabilitative Assessment with Statistical and Shape Preserving Surrogate Data and Singular Spectrum Analysis | Jun 22, 2024 | Time Series | —Unverified | 0 | 0 |
| Data-Driven Construction of Data Center Graph of Things for Anomaly Detection | Apr 27, 2020 | Anomaly DetectionGraph Neural Network | —Unverified | 0 | 0 |
| Dirichlet Proportions Model for Hierarchically Coherent Probabilistic Forecasting | Apr 21, 2022 | modelSTS | —Unverified | 0 | 0 |
| Improving performance of heart rate time series classification by grouping subjects | Nov 22, 2023 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| Data-Driven Cellular Network Selector for Vehicle Teleoperations | Oct 15, 2024 | Time Series | —Unverified | 0 | 0 |
| Improving Optimization in Models With Continuous Symmetry Breaking | Jul 1, 2018 | Representation LearningTime Series | —Unverified | 0 | 0 |
| Improving Optimization for Models With Continuous Symmetry Breaking | Mar 8, 2018 | Representation LearningTime Series | —Unverified | 0 | 0 |
| Data-Driven Approach for Uncertainty Propagation and Reachability Analysis in Dynamical Systems | Jan 21, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| 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 |