| Long-Term Missing Value Imputation for Time Series Data Using Deep Neural Networks | Feb 25, 2022 | ImputationMissing Values | —Unverified | 0 | 0 |
| MASCOTS: Model-Agnostic Symbolic COunterfactual explanations for Time Series | Mar 28, 2025 | counterfactualCounterfactual Reasoning | —Unverified | 0 | 0 |
| Detecting Gas Vapor Leaks Using Uncalibrated Sensors | Aug 20, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Masked Multi-Step Multivariate Time Series Forecasting with Future Information | Sep 28, 2022 | Demand ForecastingMultivariate Time Series Forecasting | —Unverified | 0 | 0 |
| Masked Multi-Step Probabilistic Forecasting for Short-to-Mid-Term Electricity Demand | Feb 14, 2023 | Demand ForecastingTime Series | —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 |
| Bayesian nonparametric sparse VAR models | Oct 29, 2018 | ClusteringTime Series | —Unverified | 0 | 0 |
| A new approach to the modeling of financial volumes | Sep 18, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Detecting Elevated Air Pollution Levels by Monitoring Web Search Queries: Deep Learning-Based Time Series Forecasting | Nov 9, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Long Short-term Memory RNN | May 14, 2021 | BIG-bench Machine LearningTime Series | —Unverified | 0 | 0 |
| Long Short-Term Memory Neural Network for Financial Time Series | Jan 20, 2022 | Binary ClassificationTime Series | —Unverified | 0 | 0 |
| Mathematical models of COVID-19 spread | Dec 10, 2021 | ClassificationStochastic Optimization | —Unverified | 0 | 0 |
| Detecting early signs of depressive and manic episodes in patients with bipolar disorder using the signature-based model | Aug 3, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Bayesian nonparametric shared multi-sequence time series segmentation | Jan 27, 2020 | SegmentationTime Series | —Unverified | 0 | 0 |
| Long Run Risk in Stationary Structural Vector Autoregressive Models | Feb 18, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Matrix Profile for Anomaly Detection on Multidimensional Time Series | Sep 14, 2024 | Anomaly DetectionTime Series | —Unverified | 0 | 0 |
| Detecting Driver's Distraction using Long-term Recurrent Convolutional Network | Apr 14, 2020 | Brain Computer InterfaceEEG | —Unverified | 0 | 0 |
| Matrix Profile XXVII: A Novel Distance Measure for Comparing Long Time Series | Dec 9, 2022 | Anomaly DetectionDynamic Time Warping | —Unverified | 0 | 0 |
| Bayesian Nonparametric Adaptive Spectral Density Estimation for Financial Time Series | Feb 9, 2019 | Density EstimationTime Series | —Unverified | 0 | 0 |
| A new approach for physiological time series | Apr 23, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Long Range Switching Time Series Prediction via State Space Model | Jul 27, 2024 | Change Point DetectionTime Series | —Unverified | 0 | 0 |
| Detecting correlations and triangular arbitrage opportunities in the Forex by means of multifractal detrended cross-correlations analysis | Oct 31, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Long-range memory and multifractality in gold markets | May 17, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Long-Range Correlation Underlying Childhood Language and Generative Models | Dec 11, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |