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| Adaptive Kernel Estimation of the Spectral Density with Boundary Kernel Analysis | Mar 11, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Accuracy Improvement for Fully Convolutional Networks via Selective Augmentation with Applications to Electrocardiogram Data | Apr 25, 2021 | Data AugmentationGeneral Classification | —Unverified | 0 | 0 |
| 3D Graph Convolutional Networks with Temporal Graphs: A Spatial Information Free Framework For Traffic Forecasting | Mar 3, 2019 | 4D Spatio Temporal Semantic SegmentationTime Series | —Unverified | 0 | 0 |
| Interpretation of Time-Series Deep Models: A Survey | May 23, 2023 | SurveyTime Series | —Unverified | 0 | 0 |
| Clustering of Urban Traffic Patterns by K-Means and Dynamic Time Warping: Case Study | Sep 18, 2023 | ClusteringDynamic Time Warping | —Unverified | 0 | 0 |
| Clustering of Time-Varying Graphs Based on Temporal Label Smoothness | May 11, 2023 | ClusteringFunctional Connectivity | —Unverified | 0 | 0 |
| Clustering of Time Series Data with Prior Geographical Information | Jul 3, 2021 | Anomaly DetectionClustering | —Unverified | 0 | 0 |
| Clustering of timed sequences -- Application to the analysis of care pathways | Apr 23, 2024 | ClusteringTime Series | —Unverified | 0 | 0 |
| Clustering of Pain Dynamics in Sickle Cell Disease from Sparse, Uneven Samples | Aug 31, 2021 | ClusteringTime Series | —Unverified | 0 | 0 |
| A Primer on Temporal Graph Learning | Jan 8, 2024 | Graph LearningTime Series | —Unverified | 0 | 0 |
| Clustering Method for Time-Series Images Using Quantum-Inspired Computing Technology | May 26, 2023 | ClusteringCombinatorial Optimization | —Unverified | 0 | 0 |
| Features or Shape? Tackling the False Dichotomy of Time Series Classification | Dec 20, 2019 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| A Primal-Dual Framework for Transformers and Neural Networks | Jun 19, 2024 | Time SeriesTime Series Classification | —Unverified | 0 | 0 |
| A Knowledge Distillation Approach for Sepsis Outcome Prediction from Multivariate Clinical Time Series | Nov 16, 2023 | Knowledge DistillationTime Series | —Unverified | 0 | 0 |
| Adaptive Inducing Points Selection For Gaussian Processes | Jul 21, 2021 | Gaussian ProcessesTime Series | —Unverified | 0 | 0 |
| Clustering Macroeconomic Time Series | Jul 18, 2018 | ClusteringTime Series | —Unverified | 0 | 0 |
| Clustering Interval-Censored Time-Series for Disease Phenotyping | Feb 13, 2021 | ClusteringTime Series | —Unverified | 0 | 0 |
| A Prefixed Patch Time Series Transformer for Two-Point Boundary Value Problems in Three-Body Problems | Apr 2, 2025 | Time Series | —Unverified | 0 | 0 |
| Clustering individuals based on multivariate EMA time-series data | Dec 2, 2022 | ClusteringClustering Multivariate Time Series | —Unverified | 0 | 0 |
| Clustering high dimensional meteorological scenarios: results and performance index | Dec 14, 2020 | ClusteringDimensionality Reduction | —Unverified | 0 | 0 |
| A Predictive Online Transient Stability Assessment with Hierarchical Generative Adversarial Networks | Dec 15, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| A Kernel to Exploit Informative Missingness in Multivariate Time Series from EHRs | Feb 27, 2020 | Ensemble LearningImputation | —Unverified | 0 | 0 |
| Feature Optimization for Time Series Forecasting via Novel Randomized Uphill Climbing | May 2, 2025 | GPUMultivariate Time Series Forecasting | —Unverified | 0 | 0 |
| Feature Importance for Time Series Data: Improving KernelSHAP | Oct 5, 2022 | Event DetectionFeature Importance | —Unverified | 0 | 0 |
| Clustering Gene Expression Time Series with Coregionalization: Speed propagation of ALS | Feb 12, 2018 | ClusteringTime Series | —Unverified | 0 | 0 |
| Clustering Financial Time Series: How Long is Enough? | Mar 13, 2016 | ClusteringTime Series | —Unverified | 0 | 0 |
| A Predictive Autoscaler for Elastic Batch Jobs | Oct 10, 2020 | SchedulingTime Series | —Unverified | 0 | 0 |
| Feature Engineering Methods on Multivariate Time-Series Data for Financial Data Science Competitions | Mar 26, 2023 | Feature EngineeringTime Series | —Unverified | 0 | 0 |
| Feature Construction and Selection for PV Solar Power Modeling | Feb 13, 2022 | BIG-bench Machine Learningfeature selection | —Unverified | 0 | 0 |
| Feature-based time-series analysis | Sep 23, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Feature Selection with Annealing for Forecasting Financial Time Series | Mar 3, 2023 | feature selectionregression | —Unverified | 0 | 0 |
| Clustering disease trajectories in contrastive feature space for biomarker discovery in age-related macular degeneration | Jan 11, 2023 | Contrastive LearningManagement | —Unverified | 0 | 0 |
| A precise machine learning aided algorithm for land subsidence or upheave prediction from GNSS time series | Jun 6, 2020 | BIG-bench Machine LearningGaussian Processes | —Unverified | 0 | 0 |
| Feature-Set-Engineering for Detecting Freezing of Gait in Parkinson's Disease using Deep Recurrent Neural Networks | Sep 8, 2019 | SensitivitySpecificity | —Unverified | 0 | 0 |
| Features Fusion Framework for Multimodal Irregular Time-series Events | Sep 5, 2022 | Irregular Time SeriesTime Series | —Unverified | 0 | 0 |
| A kernel for time series based on global alignments | Oct 6, 2006 | Dynamic Time Warpingspeech-recognition | —Unverified | 0 | 0 |
| Features of the Earth's seasonal hydroclimate: Characterizations and comparisons across the Koppen-Geiger climates and across continents | Apr 13, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Enhanced LFTSformer: A Novel Long-Term Financial Time Series Prediction Model Using Advanced Feature Engineering and the DS Encoder Informer Architecture | Oct 3, 2023 | Feature EngineeringTime Series | —Unverified | 0 | 0 |
| ACCTS: an Adaptive Model Training Policy for Continuous Classification of Time Series | Sep 29, 2021 | Continual LearningTime Series | —Unverified | 0 | 0 |
| Feature-weighted Stacking for Nonseasonal Time Series Forecasts: A Case Study of the COVID-19 Epidemic Curves | Aug 19, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Feature-Based Echo-State Networks: A Step Towards Interpretability and Minimalism in Reservoir Computer | Mar 28, 2024 | Time SeriesTime Series Prediction | —Unverified | 0 | 0 |
| Bayesian forecast combination using time-varying features | Aug 4, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Clustering Discrete-Valued Time Series | Jan 26, 2019 | ClusteringModel Selection | —Unverified | 0 | 0 |
| Federated Koopman-Reservoir Learning for Large-Scale Multivariate Time-Series Anomaly Detection | Mar 14, 2025 | Anomaly DetectionFederated Learning | —Unverified | 0 | 0 |
| Feature-Action Design Patterns for Storytelling Visualizations with Time Series Data | Feb 5, 2024 | Time Series | —Unverified | 0 | 0 |
| Clustering Activity-Travel Behavior Time Series using Topological Data Analysis | Jul 17, 2019 | ClusteringSurvey | —Unverified | 0 | 0 |
| Approximation Theory of Convolutional Architectures for Time Series Modelling | Jul 20, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Feasible Invertibility Conditions for Maximum Likelihood Estimation for Observation-Driven Models | Oct 10, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| ClusterCluster: Parallel Markov Chain Monte Carlo for Dirichlet Process Mixtures | Apr 8, 2013 | Density EstimationTime Series | —Unverified | 0 | 0 |