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| A Self-Supervised Learning-based Approach to Clustering Multivariate Time-Series Data with Missing Values (SLAC-Time): An Application to TBI Phenotyping | Feb 27, 2023 | Clinical KnowledgeClustering | —Unverified | 0 |
| Ambiguity in Sequential Data: Predicting Uncertain Futures with Recurrent Models | Mar 10, 2020 | PredictionTime Series | —Unverified | 0 |
| Adaptive Transfer Learning of Multi-View Time Series Classification | Oct 14, 2019 | ClassificationDensity Estimation | —Unverified | 0 |
| A Self-Supervised Framework for Function Learning and Extrapolation | Jun 14, 2021 | Inductive BiasTime Series | —Unverified | 0 |
| A Self-supervised Approach to Hierarchical Forecasting with Applications to Groupwise Synthetic Controls | Jun 25, 2019 | counterfactualTime Series | —Unverified | 0 |
| Adaptive time series forecasting with markovian variance switching | Feb 22, 2024 | Learning TheoryLoad Forecasting | —Unverified | 0 |
| A self-paced BCI system with low latency for motor imagery onset detection based on time series prediction paradigm | Apr 12, 2022 | Brain Computer InterfaceDecoder | —Unverified | 0 |
| A self-organising eigenspace map for time series clustering | May 14, 2019 | ClusteringTime Series | —Unverified | 0 |
| A Mamba Foundation Model for Time Series Forecasting | Nov 5, 2024 | Mambamodel | —Unverified | 0 |
| Achieving an Accurate Random Process Model for PV Power using Cheap Data: Leveraging the SDE and Public Weather Reports | Nov 27, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Complexity Measures and Features for Times Series classification | Feb 27, 2020 | ClassificationDynamic Time Warping | —Unverified | 0 |
| AMAD: AutoMasked Attention for Unsupervised Multivariate Time Series Anomaly Detection | Apr 9, 2025 | Anomaly DetectionContrastive Learning | —Unverified | 0 |
| A Scrambled Method of Moments | Nov 20, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Complexity and Persistence of Price Time Series of the European Electricity Spot Market | Dec 2, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Cellular Automaton Model for the generation of Brainwaves | Mar 28, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| A Machine Learning Smartphone-based Sensing for Driver Behavior Classification | Feb 1, 2022 | Autonomous DrivingBIG-bench Machine Learning | —Unverified | 0 |
| 5G Traffic Prediction with Time Series Analysis | Oct 7, 2021 | ClassificationPrediction | —Unverified | 0 |
| Complexity-based Financial Stress Evaluation | Dec 5, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Scalable and Transferable Time Series Prediction Framework for Demand Forecasting | Feb 29, 2024 | Demand ForecastingTime Series | —Unverified | 0 |
| ASAT: Adaptively Scaled Adversarial Training in Time Series | Aug 20, 2021 | Adversarial RobustnessTime Series | —Unverified | 0 |
| A machine learning search for optimal GARCH parameters | Jan 10, 2022 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Artificial neural networks and time series of counts: A class of nonlinear INGARCH models | Apr 3, 2023 | Time Series | —Unverified | 0 |
| Artificial neural network as a universal model of nonlinear dynamical systems | Mar 6, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Machine Learning-Ready Data Processing Tool for Near Real-Time Forecasting | Feb 12, 2025 | Event DetectionTime Series | —Unverified | 0 |