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| VAE-IF: Deep feature extraction with averaging for fully unsupervised artifact detection in routinely acquired ICU time-series | Dec 10, 2023 | Artifact DetectionTime Series | —Unverified | 0 | 0 |
| Time-Series Forecasting and Sequence Learning Using Memristor-based Reservoir System | May 22, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 | 0 |
| Validating a dynamic input-output model for the propagation of supply and demand shocks during the COVID-19 pandemic in Belgium | May 25, 2023 | Time Series | —Unverified | 0 | 0 |
| Time Series Featurization via Topological Data Analysis | Dec 7, 2018 | Dimensionality ReductionFeature Engineering | —Unverified | 0 | 0 |
| Validation, Robustness, and Accuracy of Perturbation-Based Sensitivity Analysis Methods for Time-Series Deep Learning Models | Jan 29, 2024 | AttributeDeep Learning | —Unverified | 0 | 0 |
| Value of Information in the Mean-Square Case and its Application to the Analysis of Financial Time-Series Forecast | Sep 17, 2024 | Time Series | —Unverified | 0 | 0 |
| Valuing Players Over Time | Sep 8, 2022 | Decision MakingTime Series | —Unverified | 0 | 0 |
| Time series features for supporting hydrometeorological explorations and predictions in ungauged locations using large datasets | Apr 13, 2022 | regressionTime Series | —Unverified | 0 | 0 |
| Historical Inertia: A Neglected but Powerful Baseline for Long Sequence Time-series Forecasting | Mar 30, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Time Series Feature Redundancy Paradox: An Empirical Study Based on Mortgage Default Prediction | Dec 23, 2024 | feature selectionPrediction | —Unverified | 0 | 0 |
| Time Series Fault Classification for Wave Propagation Systems with Sparse Fault Data | Mar 30, 2022 | ClassificationDynamic Time Warping | —Unverified | 0 | 0 |
| Time-Series Estimation from Randomly Time-Warped Observations | Dec 2, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| HiPPO-KAN: Efficient KAN Model for Time Series Analysis | Oct 19, 2024 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| CRATOS: Cognition of Reliable Algorithm for Time-series Optimal Solution | Mar 3, 2020 | Anomaly DetectionClustering | —Unverified | 0 | 0 |
| Variance of entropy for testing time-varying regimes with an application to meme stocks | Nov 10, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Asymmetric excitation of left- and right-tail extreme events probed using a Hawkes model: application to financial returns | Nov 24, 2020 | AttributeTime Series | —Unverified | 0 | 0 |
| Variational approach for learning Markov processes from time series data | Jul 14, 2017 | ManagementModel Selection | —Unverified | 0 | 0 |
| α-Mutual Information: A Tunable Privacy Measure for Privacy Protection in Data Sharing | Oct 27, 2023 | Privacy PreservingTime Series | —Unverified | 0 | 0 |
| Variational Bayesian Inference for Hidden Markov Models With Multivariate Gaussian Output Distributions | May 27, 2016 | Bayesian InferenceTime Series | —Unverified | 0 | 0 |
| A Compact Model for Large-Scale Time Series Forecasting | Feb 28, 2025 | Time SeriesTime Series Forecasting | —Unverified | 0 | 0 |
| Variational Conditional Dependence Hidden Markov Models for Skeleton-Based Action Recognition | Feb 13, 2020 | Action RecognitionMissing Values | —Unverified | 0 | 0 |
| Time-Series Domain Adaptation via Sparse Associative Structure Alignment: Learning Invariance and Variance | May 7, 2022 | Domain AdaptationTime Series | —Unverified | 0 | 0 |
| Time Series Domain Adaptation via Sparse Associative Structure Alignment | Dec 22, 2020 | Domain AdaptationTime Series | —Unverified | 0 | 0 |
| HiPerformer: Hierarchically Permutation-Equivariant Transformer for Time Series Forecasting | May 14, 2023 | Time SeriesTime Series Forecasting | —Unverified | 0 | 0 |
| Time Series Diffusion Method: A Denoising Diffusion Probabilistic Model for Vibration Signal Generation | Dec 13, 2023 | DenoisingFault Diagnosis | —Unverified | 0 | 0 |
| HiNoVa: A Novel Open-Set Detection Method for Automating RF Device Authentication | May 16, 2023 | Time Series | —Unverified | 0 | 0 |
| Time Series Deinterleaving of DNS Traffic | Jul 16, 2018 | BIG-bench Machine LearningTime Series | —Unverified | 0 | 0 |
| Variational Hyper RNN for Sequence Modeling | Feb 24, 2020 | DecoderTime Series | —Unverified | 0 | 0 |
| Variational Inference Aided Estimation of Time Varying Channels | Oct 31, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Hinge-FM2I: An Approach using Image Inpainting for Interpolating Missing Data in Univariate Time Series | Jun 8, 2024 | Image InpaintingImputation | —Unverified | 0 | 0 |
| Variational inference formulation for a model-free simulation of a dynamical system with unknown parameters by a recurrent neural network | Mar 2, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Asymmetric Distributions from Constrained Mixtures | Mar 22, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Variational inference for rare variant detection in deep, heterogeneous next-generation sequencing data | Apr 14, 2016 | SpecificityTime Series | —Unverified | 0 | 0 |
| Variational inference of latent state sequences using Recurrent Networks | Jun 6, 2014 | DenoisingImputation | —Unverified | 0 | 0 |
| Variational latent discrete representation for time series modelling | Jun 27, 2023 | ManagementTime Series | —Unverified | 0 | 0 |
| Time Series Dataset for Modeling and Forecasting of N_2O in Wastewater Treatment | Jul 8, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 | 0 |
| Time Series Data Mining Algorithms Towards Scalable and Real-Time Behavior Monitoring | Dec 26, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| HiMTM: Hierarchical Multi-Scale Masked Time Series Modeling for Long-Term Forecasting | Jan 10, 2024 | DecoderDemand Forecasting | —Unverified | 0 | 0 |
| Variational Neural Stochastic Differential Equations with Change Points | Nov 1, 2024 | Change Point DetectionTime Series | —Unverified | 0 | 0 |
| Time Series Data Imputation: A Survey on Deep Learning Approaches | Nov 23, 2020 | Data IntegrationDeep Learning | —Unverified | 0 | 0 |
| High Significant Fault Detection in Azure Core Workload Insights | Apr 14, 2024 | Fault DetectionTime Series | —Unverified | 0 | 0 |
| COVID-19: The extraction of the effective reproduction number from the time series of new cases | May 7, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Time Series Data Augmentation for Deep Learning: A Survey | Feb 27, 2020 | Anomaly DetectionData Augmentation | —Unverified | 0 | 0 |
| High-Resolution Satellite Imagery for Modeling the Impact of Aridification on Crop Production | Sep 25, 2022 | Earth ObservationTime Series | —Unverified | 0 | 0 |
| VAR models with an index structure: A survey with new results | Dec 15, 2024 | Time Series | —Unverified | 0 | 0 |
| Time-series Crime Prediction Across the United States Based on Socioeconomic and Political Factors | Sep 1, 2024 | Crime PredictionPrediction | —Unverified | 0 | 0 |
| VConstruct: Filling Gaps in Chl-a Data Using a Variational Autoencoder | Jan 25, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| High-resolution rainfall-runoff modeling using graph neural network | Oct 21, 2021 | Data IntegrationDeep Learning | —Unverified | 0 | 0 |
| COVID-19: Tail Risk and Predictive Regressions | Sep 5, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |