| MulBot: Unsupervised Bot Detection Based on Multivariate Time Series | Sep 21, 2022 | Binary ClassificationMulti-class Classification | —Unverified | 0 |
| Tab2vox: CNN-Based Multivariate Multilevel Demand Forecasting Framework by Tabular-To-Voxel Image Conversion | Sep 21, 2022 | Demand ForecastingNeural Architecture Search | —Unverified | 0 |
| PromptCast: A New Prompt-based Learning Paradigm for Time Series Forecasting | Sep 20, 2022 | Language ModellingRepresentation Learning | CodeCode Available | 1 |
| Estimation of Shade Losses in Unlabeled PV Data | Sep 20, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| The boosted HP filter is more general than you might think | Sep 20, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| An Attention Free Long Short-Term Memory for Time Series Forecasting | Sep 20, 2022 | PredictionTime Series | —Unverified | 0 |
| Dataset: Impact Events for Structural Health Monitoring of a Plastic Thin Plate | Sep 20, 2022 | Structural Health MonitoringTime Series | CodeCode Available | 1 |
| Probabilistic Dalek -- Emulator framework with probabilistic prediction for supernova tomography | Sep 20, 2022 | Active LearningCPU | —Unverified | 0 |
| Predicting Mutual Funds' Performance using Deep Learning and Ensemble Techniques | Sep 18, 2022 | Bayesian OptimizationDeep Learning | —Unverified | 0 |
| Deep Convolutional Architectures for Extrapolative Forecast in Time-dependent Flow Problems | Sep 18, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Koopman-theoretic Approach for Identification of Exogenous Anomalies in Nonstationary Time-series Data | Sep 18, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| A review of predictive uncertainty estimation with machine learning | Sep 17, 2022 | Additive modelsquantile regression | —Unverified | 0 |
| DynaConF: Dynamic Forecasting of Non-Stationary Time Series | Sep 17, 2022 | Deep LearningTime Series | CodeCode Available | 0 |
| De Bruijn goes Neural: Causality-Aware Graph Neural Networks for Time Series Data on Dynamic Graphs | Sep 17, 2022 | graph constructionGraph Neural Network | —Unverified | 0 |
| Dynamics-informed deconvolutional neural networks for super-resolution identification of regime changes in epidemiological time series | Sep 16, 2022 | Model SelectionSuper-Resolution | CodeCode Available | 0 |
| DBT-DMAE: An Effective Multivariate Time Series Pre-Train Model under Missing Data | Sep 16, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Multi-time Predictions of Wildfire Grid Map using Remote Sensing Local Data | Sep 15, 2022 | ManagementTime Series | —Unverified | 0 |
| Statistical Properties of the Entropy from Ordinal Patterns | Sep 15, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Neuro-symbolic Models for Interpretable Time Series Classification using Temporal Logic Description | Sep 15, 2022 | Interpretable Machine LearningTime Series | —Unverified | 0 |
| Understanding of the properties of neural network approaches for transient light curve approximations | Sep 15, 2022 | Gaussian ProcessesTime Series | CodeCode Available | 1 |
| Universal abundance fluctuations across microbial communities, tropical forests, and urban populations | Sep 15, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Out-of-Distribution Representation Learning for Time Series Classification | Sep 15, 2022 | Activity RecognitionClassification | —Unverified | 0 |
| FRANS: Automatic Feature Extraction for Time Series Forecasting | Sep 15, 2022 | Dimensionality ReductionMeta-Learning | —Unverified | 0 |
| Efficient learning of nonlinear prediction models with time-series privileged information | Sep 15, 2022 | PredictionRepresentation Learning | CodeCode Available | 0 |
| Information Theoretic Measures of Causal Influences during Transient Neural Events | Sep 15, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |