| Asymmetric Learning Vector Quantization for Efficient Nearest Neighbor Classification in Dynamic Time Warping Spaces | Mar 24, 2017 | ClassificationDynamic Time Warping | —Unverified | 0 | 0 |
| Time-Series Forecasting and Sequence Learning Using Memristor-based Reservoir System | May 22, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 | 0 |
| Time Series Featurization via Topological Data Analysis | Dec 7, 2018 | Dimensionality ReductionFeature Engineering | —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 |
| Using Neural Networks by Modelling Semi-Active Shock Absorber | Jul 19, 2022 | Time SeriesTime Series Analysis | —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 |
| Using Pre-trained LLMs for Multivariate Time Series Forecasting | Jan 10, 2025 | DecoderMultivariate Time Series Forecasting | —Unverified | 0 | 0 |
| Using quantile time series and historical simulation to forecast financial risk multiple steps ahead | Feb 28, 2025 | Time Series | —Unverified | 0 | 0 |
| Using Quantum Mechanics to Cluster Time Series | May 4, 2018 | ClusteringTime Series | —Unverified | 0 | 0 |
| Time Series Feature Redundancy Paradox: An Empirical Study Based on Mortgage Default Prediction | Dec 23, 2024 | feature selectionPrediction | —Unverified | 0 | 0 |
| Using Synthetic Data to Improve the Long-range Forecasting of Time Series Data | Jan 1, 2021 | ClusteringTime Series | —Unverified | 0 | 0 |
| Using Temporal and Topological Features for Intrusion Detection in Operational Networks | Jul 9, 2019 | Intrusion DetectionTime Series | —Unverified | 0 | 0 |
| Using the quantization error from Self-Organized Map (SOM) output for detecting critical variability in large bodies of image time series in less than a minute | Oct 29, 2017 | QuantizationTime Series | —Unverified | 0 | 0 |
| Using time series and natural language processing to identify viral moments in the 2016 U.S. Presidential Debate | Jun 1, 2019 | Domain AdaptationTime Series | —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 |
| 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 |
| α-Mutual Information: A Tunable Privacy Measure for Privacy Protection in Data Sharing | Oct 27, 2023 | Privacy PreservingTime Series | —Unverified | 0 | 0 |
| A Compact Model for Large-Scale Time Series Forecasting | Feb 28, 2025 | Time SeriesTime Series Forecasting | —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 |