| 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 |