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| GCov-Based Portmanteau Test | Dec 8, 2023 | DiagnosticTime Series | —Unverified | 0 | 0 |
| AimTS: Augmented Series and Image Contrastive Learning for Time Series Classification | Apr 14, 2025 | Contrastive LearningFew-Shot Learning | —Unverified | 0 | 0 |
| Adaptive Forecasting of Non-Stationary Nonlinear Time Series Based on the Evolving Weighted Neuro-Neo-Fuzzy-ANARX-Model | Oct 20, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Stochastic volatility modeling of high-frequency CSI 300 index and dynamic jump prediction driven by machine learning | Apr 6, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| GEANN: Scalable Graph Augmentations for Multi-Horizon Time Series Forecasting | Jul 7, 2023 | Data AugmentationDecoder | —Unverified | 0 | 0 |
| Extracting Predictive Information from Heterogeneous Data Streams using Gaussian Processes | Mar 20, 2016 | Gaussian ProcessesSentiment Analysis | —Unverified | 0 | 0 |
| Classification of Anomalies in Telecommunication Network KPI Time Series | Aug 30, 2023 | Anomaly ClassificationAnomaly Detection | —Unverified | 0 | 0 |
| Extract Dynamic Information To Improve Time Series Modeling: a Case Study with Scientific Workflow | May 19, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Extension of the Lagrange multiplier test for error cross-section independence to large panels with non normal errors | Mar 10, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Classification of Alzheimer's Dementia vs. Healthy subjects by studying structural disparities in fMRI Time-Series of DMN | Jul 29, 2024 | Time Series | —Unverified | 0 | 0 |
| Extension of causal decomposition in the mutual complex dynamic process | Aug 17, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Extending the Scope of Inference About Predictive Ability to Machine Learning Methods | Feb 20, 2024 | Time SeriesUncertainty Quantification | —Unverified | 0 | 0 |
| Classification Models for Partially Ordered Sequences | Jan 31, 2021 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| Applied Machine Learning Methods with Long-Short Term Memory Based Recurrent Neural Networks for Multivariate Temperature Prediction | Mar 8, 2025 | PredictionTime Series | —Unverified | 0 | 0 |
| AI Modelling and Time-series Forecasting Systems for Trading Energy Flexibility in Distribution Grids | Sep 18, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Extending Deep Learning Models for Limit Order Books to Quantile Regression | Jun 11, 2019 | quantile regressionregression | —Unverified | 0 | 0 |
| Classification des Séries Temporelles Incertaines par Transformation Shapelet | Dec 11, 2019 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| Extended Vertical Lists for Temporal Pattern Mining from Multivariate Time Series | Apr 26, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Generalizability Under Sensor Failure: Tokenization + Transformers Enable More Robust Latent Spaces | Feb 28, 2024 | Time Series | —Unverified | 0 | 0 |
| Classification-Based Analysis of Price Pattern Differences Between Cryptocurrencies and Stocks | Apr 17, 2025 | Time Series | —Unverified | 0 | 0 |
| Applications of Signature Methods to Market Anomaly Detection | Jan 7, 2022 | Anomaly DetectionTime Series | —Unverified | 0 | 0 |
| Expressway visibility estimation based on image entropy and piecewise stationary time series analysis | Apr 8, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Generalization of Auto-Regressive Hidden Markov Models to Non-Linear Dynamics and Unit Quaternion Observation Space | Feb 23, 2023 | speech-recognitionSpeech Recognition | —Unverified | 0 | 0 |
| Expressivity of Hidden Markov Chains vs. Recurrent Neural Networks from a system theoretic viewpoint | Aug 17, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| 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 |