| Macroeconomic Forecasting with Large Language Models | Jul 1, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 | 0 |
| Macroeconomic forecasting with LSTM and mixed frequency time series data | Sep 28, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Macro-Economic Time Series Modeling and Interaction Networks | Dec 10, 2012 | regressionSymbolic Regression | —Unverified | 0 | 0 |
| Detecting Nonlinear Causality in Multivariate Time Series with Sparse Additive Models | Mar 11, 2018 | Additive modelsModel Selection | —Unverified | 0 | 0 |
| Long time-series NDVI reconstruction in cloud-prone regions via spatio-temporal tensor completion | Feb 4, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| MadSGM: Multivariate Anomaly Detection with Score-based Generative Models | Aug 29, 2023 | Anomaly DetectionDenoising | —Unverified | 0 | 0 |
| MADS: Modulated Auto-Decoding SIREN for time series imputation | Jul 3, 2023 | ImputationTime Series | —Unverified | 0 | 0 |
| Long-term Time Series Forecasting based on Decomposition and Neural Ordinary Differential Equations | Nov 8, 2023 | Time SeriesTime Series Forecasting | —Unverified | 0 | 0 |
| Bayesian Online Change Point Detection for Baseline Shifts | Jan 7, 2022 | Change Point DetectionTime Series | —Unverified | 0 | 0 |
| A New Deep State-Space Analysis Framework for Patient Latent State Estimation and Classification from EHR Time Series Data | Jul 21, 2023 | PrognosisState Estimation | —Unverified | 0 | 0 |
| A Comprehensive Survey of Time Series Forecasting: Architectural Diversity and Open Challenges | Oct 24, 2024 | DiversityMamba | —Unverified | 0 | 0 |
| Long-term Prediction of Nonlinear Time Series Using Autoencoder and Echo State Networks | Sep 29, 2021 | PredictionTime Series | —Unverified | 0 | 0 |
| Making Good on LSTMs' Unfulfilled Promise | Nov 11, 2019 | Continual LearningDecision Making | —Unverified | 0 | 0 |
| Making Sense of Touch: Unsupervised Shapelet Learning in Bag-of-words Sense | Feb 6, 2025 | Time Series | —Unverified | 0 | 0 |
| Making the Dynamic Time Warping Distance Warping-Invariant | Mar 4, 2019 | Dynamic Time WarpingTime Series | —Unverified | 0 | 0 |
| OrionBench: Benchmarking Time Series Generative Models in the Service of the End-User | Oct 26, 2023 | Anomaly DetectionBenchmarking | —Unverified | 0 | 0 |
| Detecting Hardly Visible Roads in Low-Resolution Satellite Time Series Data | Dec 4, 2019 | Ordinal ClassificationTime Series | —Unverified | 0 | 0 |
| Long-term prediction of El Niño-Southern Oscillation using reservoir computing with data-driven realtime filter | Jan 29, 2025 | Time SeriesTime Series Forecasting | —Unverified | 0 | 0 |
| Long-Term Online Smoothing Prediction Using Expert Advice | Nov 8, 2017 | PredictionTime Series | —Unverified | 0 | 0 |
| Detecting Handwritten Mathematical Terms with Sensor Based Data | Sep 12, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| MambaMixer: Efficient Selective State Space Models with Dual Token and Channel Selection | Mar 29, 2024 | channel selectionImage Classification | —Unverified | 0 | 0 |
| Long-Term Missing Value Imputation for Time Series Data Using Deep Neural Networks | Feb 25, 2022 | ImputationMissing Values | —Unverified | 0 | 0 |
| Detecting Gas Vapor Leaks Using Uncalibrated Sensors | Aug 20, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Long-Term Electricity Demand Prediction Using Non-negative Tensor Factorization and Genetic Algorithm-Driven Temporal Modeling | Mar 28, 2025 | Tensor DecompositionTime Series | —Unverified | 0 | 0 |
| Detecting Faults during Automatic Screwdriving: A Dataset and Use Case of Anomaly Detection for Automatic Screwdriving | Jul 5, 2021 | Anomaly DetectionTime Series | —Unverified | 0 | 0 |