| Class Conditional Time Series Generation with Structured Noise Space GAN | Dec 20, 2023 | Time SeriesTime Series Generation | —Unverified | 0 | 0 |
| Applications of shapelet transform to time series classification of earthquake, wind and wave data | Apr 22, 2020 | BIG-bench Machine LearningEvent Detection | —Unverified | 0 | 0 |
| Generalized Gradient Learning on Time Series under Elastic Transformations | Feb 17, 2015 | Dynamic Time WarpingTime Series | —Unverified | 0 | 0 |
| Generalized Mixture Model for Extreme Events Forecasting in Time Series Data | Oct 11, 2023 | PredictionStock Price Prediction | —Unverified | 0 | 0 |
| AIGC for Industrial Time Series: From Deep Generative Models to Large Generative Models | Jul 16, 2024 | Time SeriesTime Series Generation | —Unverified | 0 | 0 |
| Adaptive Convolutional Forecasting Network Based on Time Series Feature-Driven | May 20, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 | 0 |
| Generalized Time Warping Invariant Dictionary Learning for Time Series Classification and Clustering | Jun 30, 2023 | ClassificationClustering | —Unverified | 0 | 0 |
| Linear-time inference for Gaussian Processes on one dimension | Mar 11, 2020 | Gaussian ProcessesState Space Models | —Unverified | 0 | 0 |
| General Time-series Model for Universal Knowledge Representation of Multivariate Time-Series data | Feb 5, 2025 | Anomaly DetectionImputation | —Unverified | 0 | 0 |
| Generating an Explainable ECG Beat Space With Variational Auto-Encoders | Nov 12, 2019 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| Generating Building-Level Heat Demand Time Series by Combining Occupancy Simulations and Thermal Modeling | Mar 7, 2025 | Time Series | —Unverified | 0 | 0 |
| Generating density nowcasts for U.S. GDP growth with deep learning: Bayes by Backprop and Monte Carlo dropout | May 24, 2024 | Time Series | —Unverified | 0 | 0 |
| Generating Fine-Grained Causality in Climate Time Series Data for Forecasting and Anomaly Detection | Aug 8, 2024 | Anomaly DetectionTime Series | —Unverified | 0 | 0 |
| Accelerometer based Activity Classification with Variational Inference on Sticky HDP-SLDS | Oct 19, 2015 | General ClassificationTime Series | —Unverified | 0 | 0 |
| 2T-POT Hawkes model for left- and right-tail conditional quantile forecasts of financial log-returns: out-of-sample comparison of conditional EVT models | Feb 2, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Evolutionary Optimization of 1D-CNN for Non-contact Respiration Pattern Classification | Dec 20, 2023 | Anomaly DetectionClassification | —Unverified | 0 | 0 |
| Generating Long-term Continuous Multi-type Generation Profiles | Dec 22, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Generating Oscillation Activity with Echo State Network to Mimic the Behavior of a Simple Central Pattern Generator | Jun 19, 2023 | Time Series | —Unverified | 0 | 0 |
| Generating Personalized Insulin Treatments Strategies with Deep Conditional Generative Time Series Models | Sep 28, 2023 | Time Series | —Unverified | 0 | 0 |
| Exponential inequalities for nonstationary Markov Chains | Aug 27, 2018 | Learning TheoryTime Series | —Unverified | 0 | 0 |
| Exploring time-series motifs through DTW-SOM | Apr 17, 2020 | Anomaly DetectionClustering | —Unverified | 0 | 0 |
| Class-Based Time Series Data Augmentation to Mitigate Extreme Class Imbalance for Solar Flare Prediction | May 31, 2024 | Data AugmentationDecision Making | —Unverified | 0 | 0 |
| Exploring the representativeness of the M5 competition data | Mar 4, 2021 | MarketingTime Series | —Unverified | 0 | 0 |
| Generating Student Feedback from Time-Series Data Using Reinforcement Learning | Aug 1, 2013 | Data-to-Text Generationreinforcement-learning | —Unverified | 0 | 0 |
| Exploring the interpretability of LSTM neural networks over multi-variable data | Sep 27, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |