| Explaining Deep Learning Models for Age-related Gait Classification based on time series acceleration | Nov 20, 2023 | Explainable artificial intelligenceTime Series | CodeCode Available | 0 |
| Data-Guided Regulator for Adaptive Nonlinear Control | Nov 20, 2023 | Time Series | —Unverified | 0 |
| TimeSQL: Improving Multivariate Time Series Forecasting with Multi-Scale Patching and Smooth Quadratic Loss | Nov 19, 2023 | Multivariate Time Series ForecastingTime Series | —Unverified | 0 |
| Self-Distilled Representation Learning for Time Series | Nov 19, 2023 | Contrastive LearningRepresentation Learning | —Unverified | 0 |
| Link Streams as a Generalization of Graphs and Time Series | Nov 19, 2023 | Time Series | —Unverified | 0 |
| SEA++: Multi-Graph-based High-Order Sensor Alignment for Multivariate Time-Series Unsupervised Domain Adaptation | Nov 17, 2023 | Domain AdaptationTime Series | —Unverified | 0 |
| Informative Priors Improve the Reliability of Multimodal Clinical Data Classification | Nov 17, 2023 | Time SeriesVariational Inference | —Unverified | 0 |
| Growth-rate distributions of gut microbiota time series | Nov 17, 2023 | Time Series | —Unverified | 0 |
| A Knowledge Distillation Approach for Sepsis Outcome Prediction from Multivariate Clinical Time Series | Nov 16, 2023 | Knowledge DistillationTime Series | —Unverified | 0 |
| Identifying Systems with Symmetries using Equivariant Autoregressive Reservoir Computers | Nov 16, 2023 | Time Series | —Unverified | 0 |
| Evolving Domain Adaptation of Pretrained Language Models for Text Classification | Nov 16, 2023 | Domain AdaptationStance Detection | —Unverified | 0 |
| A Multimodal Dataset of 21,412 Recorded Nights for Sleep and Respiratory Research | Nov 15, 2023 | Heart Rate VariabilityTime Series | —Unverified | 0 |
| Measure of Dependence for Financial Time-Series | Nov 15, 2023 | Time Series | —Unverified | 0 |
| Structured Estimation of Heterogeneous Time Series | Nov 15, 2023 | Time Series | —Unverified | 0 |
| Approaching adverse event detection utilizing transformers on clinical time-series | Nov 15, 2023 | Anomaly DetectionEvent Detection | —Unverified | 0 |
| On the Importance of Step-wise Embeddings for Heterogeneous Clinical Time-Series | Nov 15, 2023 | Deep LearningTime Series | —Unverified | 0 |
| Modeling Complex Disease Trajectories using Deep Generative Models with Semi-Supervised Latent Processes | Nov 14, 2023 | Time SeriesUncertainty Quantification | CodeCode Available | 0 |
| Application Research of Spline Interpolation and ARIMA in the Field of Stock Market Forecasting | Nov 14, 2023 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| USLR: an open-source tool for unbiased and smooth longitudinal registration of brain MR | Nov 14, 2023 | Bayesian InferenceImage Segmentation | CodeCode Available | 0 |
| PEMS: Pre-trained Epidemic Time-series Models | Nov 14, 2023 | Self-Supervised LearningTime Series | —Unverified | 0 |
| Mixture of Coupled HMMs for Robust Modeling of Multivariate Healthcare Time Series | Nov 14, 2023 | Missing ValuesTime Series | CodeCode Available | 0 |
| Temporal Performance Prediction for Deep Convolutional Long Short-Term Memory Networks | Nov 13, 2023 | Autonomous DrivingSemantic Segmentation | —Unverified | 0 |
| Revisiting Cont's Stylized Facts for Modern Stock Markets | Nov 13, 2023 | Time Series | —Unverified | 0 |
| A Hypothesis on Good Practices for AI-based Systems for Financial Time Series Forecasting: Towards Domain-Driven XAI Methods | Nov 13, 2023 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Estimating optical vegetation indices and biophysical variables for temperate forests with Sentinel-1 SAR data using machine learning techniques: A case study for Czechia | Nov 13, 2023 | AutoMLTime Series | CodeCode Available | 0 |