| Grouped self-attention mechanism for a memory-efficient Transformer | Oct 2, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Fast and Robust Video-Based Exercise Classification via Body Pose Tracking and Scalable Multivariate Time Series Classifiers | Oct 2, 2022 | Pose EstimationPose Tracking | CodeCode Available | 0 |
| Solar Power Time Series Forecasting Utilising Wavelet Coefficients | Oct 1, 2022 | Predictionregression | —Unverified | 0 |
| Robust Trajectory-based Density Estimation for Geometric Structure Recovery: Theory and Applications | Oct 1, 2022 | Activity RecognitionDensity Estimation | —Unverified | 0 |
| A Multi-label Time Series Classification Approach for Non-intrusive Water End-Use Monitoring | Sep 30, 2022 | ClassificationMulti-Label Classification | —Unverified | 0 |
| A Sequence-Aware Recommendation Method Based on Complex Networks | Sep 30, 2022 | Matrix CompletionRecommendation Systems | —Unverified | 0 |
| Fast Inference for Quantile Regression with Tens of Millions of Observations | Sep 29, 2022 | quantile regressionregression | —Unverified | 0 |
| A case study of spatiotemporal forecasting techniques for weather forecasting | Sep 29, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Happy or grumpy? A Machine Learning Approach to Analyze the Sentiment of Airline Passengers' Tweets | Sep 28, 2022 | Lexical AnalysisSentiment Analysis | —Unverified | 0 |
| Explainable classification of astronomical uncertain time series | Sep 28, 2022 | ClassificationTime Series | —Unverified | 0 |
| Experimental study of time series forecasting methods for groundwater level prediction | Sep 28, 2022 | ManagementTime Series | CodeCode Available | 0 |
| Towards Automatic Forecasting: Evaluation of Time-Series Forecasting Models for Chickenpox Cases Estimation in Hungary | Sep 28, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Active Transfer Prototypical Network: An Efficient Labeling Algorithm for Time-Series Data | Sep 28, 2022 | Active LearningFew-Shot Learning | —Unverified | 0 |
| Masked Multi-Step Multivariate Time Series Forecasting with Future Information | Sep 28, 2022 | Demand ForecastingMultivariate Time Series Forecasting | —Unverified | 0 |
| Retrieval Based Time Series Forecasting | Sep 27, 2022 | ImputationRetrieval | —Unverified | 0 |
| Myopia prediction for adolescents via time-aware deep learning | Sep 26, 2022 | Deep LearningPrediction | —Unverified | 0 |
| DynImp: Dynamic Imputation for Wearable Sensing Data Through Sensory and Temporal Relatedness | Sep 26, 2022 | Activity RecognitionDenoising | —Unverified | 0 |
| High-Resolution Satellite Imagery for Modeling the Impact of Aridification on Crop Production | Sep 25, 2022 | Earth ObservationTime Series | —Unverified | 0 |
| A Robust and Explainable Data-Driven Anomaly Detection Approach For Power Electronics | Sep 23, 2022 | Anomaly DetectionTime Series | —Unverified | 0 |
| Multivariate Wasserstein Functional Connectivity for Autism Screening | Sep 23, 2022 | Functional ConnectivityTime Series | —Unverified | 0 |
| Physics-Informed Graph Neural Network for Spatial-temporal Production Forecasting | Sep 23, 2022 | Graph Neural NetworkProduction Forecasting | —Unverified | 0 |
| DeepVol: Volatility Forecasting from High-Frequency Data with Dilated Causal Convolutions | Sep 23, 2022 | Computational EfficiencyTime Series | —Unverified | 0 |
| Time Series Causal Link Estimation under Hidden Confounding using Knockoff Interventions | Sep 23, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Combined Unbalanced Distribution System State and Line Impedance Matrix Estimation | Sep 22, 2022 | ManagementState Estimation | —Unverified | 0 |
| STING: Self-attention based Time-series Imputation Networks using GAN | Sep 22, 2022 | ImputationMissing Values | —Unverified | 0 |