| Towards Financially Inclusive Credit Products Through Financial Time Series Clustering | Feb 16, 2024 | ClusteringTime Series | —Unverified | 0 |
| On Designing Features for Condition Monitoring of Rotating Machines | Feb 15, 2024 | Time Series | —Unverified | 0 |
| Patch-based adaptive temporal filter and residual evaluation | Feb 14, 2024 | DenoisingTime Series | —Unverified | 0 |
| Conformalized Adaptive Forecasting of Heterogeneous Trajectories | Feb 14, 2024 | Conformal PredictionMotion Planning | CodeCode Available | 0 |
| Loss Shaping Constraints for Long-Term Time Series Forecasting | Feb 14, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Unconventional Computing based on Four Wave Mixing in Highly Nonlinear Waveguides | Feb 14, 2024 | Time SeriesTime Series Prediction | —Unverified | 0 |
| Changes by Butterflies: Farsighted Forecasting with Group Reservoir Transformer | Feb 14, 2024 | SensitivityTime Series | —Unverified | 0 |
| Evaluating DTW Measures via a Synthesis Framework for Time-Series Data | Feb 14, 2024 | Dynamic Time WarpingTime Series | —Unverified | 0 |
| Enhancing Sequential Model Performance with Squared Sigmoid TanH (SST) Activation Under Data Constraints | Feb 14, 2024 | Sign Language RecognitionTime Series | —Unverified | 0 |
| Embracing the black box: Heading towards foundation models for causal discovery from time series data | Feb 14, 2024 | Causal DiscoveryTime Series | CodeCode Available | 0 |
| Bidirectional Generative Pre-training for Improving Healthcare Time-series Representation Learning | Feb 14, 2024 | PredictionRepresentation Learning | CodeCode Available | 0 |
| A Dynamical View of the Question of Why | Feb 14, 2024 | Time Series | CodeCode Available | 0 |
| IMUOptimize: A Data-Driven Approach to Optimal IMU Placement for Human Pose Estimation with Transformer Architecture | Feb 14, 2024 | Pose EstimationTime Series | —Unverified | 0 |
| ROSpace: Intrusion Detection Dataset for a ROS2-Based Cyber-Physical System | Feb 13, 2024 | Intrusion DetectionTime Series | CodeCode Available | 0 |
| Time-Series Classification for Dynamic Strategies in Multi-Step Forecasting | Feb 13, 2024 | Time SeriesTime Series Classification | —Unverified | 0 |
| Only the Curve Shape Matters: Training Foundation Models for Zero-Shot Multivariate Time Series Forecasting through Next Curve Shape Prediction | Feb 12, 2024 | Multivariate Time Series ForecastingTime Series | —Unverified | 0 |
| Measurement Scheduling for ICU Patients with Offline Reinforcement Learning | Feb 12, 2024 | Offline RLreinforcement-learning | —Unverified | 0 |
| Time series segmentation for recognition of epileptiform patterns recorded via Microelectrode Arrays in vitro | Feb 12, 2024 | Event DetectionHippocampus | —Unverified | 0 |
| On Bayesian Filtering for Markov Regime Switching Models | Feb 12, 2024 | Time Series | —Unverified | 0 |
| Zero-shot Imputation with Foundation Inference Models for Dynamical Systems | Feb 12, 2024 | ImputationMissing Values | —Unverified | 0 |
| GeoFormer: A Vision and Sequence Transformer-based Approach for Greenhouse Gas Monitoring | Feb 11, 2024 | Time Series | —Unverified | 0 |
| REALM: RAG-Driven Enhancement of Multimodal Electronic Health Records Analysis via Large Language Models | Feb 10, 2024 | Language ModellingLarge Language Model | CodeCode Available | 0 |
| Incorporating Taylor Series and Recursive Structure in Neural Networks for Time Series Prediction | Feb 9, 2024 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Multimodal Interpretable Data-Driven Models for Early Prediction of Antimicrobial Multidrug Resistance Using Multivariate Time-Series | Feb 9, 2024 | Time Series | CodeCode Available | 0 |
| Explain Variance of Prediction in Variational Time Series Models for Clinical Deterioration Prediction | Feb 9, 2024 | AttributeDecision Making | —Unverified | 0 |