| Graph-Based Permutation Patterns for the Analysis of Task-Related fMRI Signals on DTI Networks in Mild Cognitive Impairment | Sep 21, 2023 | Time Series | —Unverified | 0 |
| Generating Hierarchical Structures for Improved Time Series Classification Using Stochastic Splitting Functions | Sep 21, 2023 | ClassificationTime Series | —Unverified | 0 |
| Parallelizing non-linear sequential models over the sequence length | Sep 21, 2023 | GPUTime Series | CodeCode Available | 1 |
| The Broad Impact of Feature Imitation: Neural Enhancements Across Financial, Speech, and Physiological Domains | Sep 21, 2023 | Emotion RecognitionSpeech Emotion Recognition | —Unverified | 0 |
| A detection analysis for temporal memory patterns at different time-scales | Sep 21, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Transformers versus LSTMs for electronic trading | Sep 20, 2023 | PredictionTime Series | CodeCode Available | 1 |
| Learning and DiSentangling Patient Static Information from Time-series Electronic HEalth Record (STEER) | Sep 20, 2023 | AttributeFairness | —Unverified | 0 |
| WFTNet: Exploiting Global and Local Periodicity in Long-term Time Series Forecasting | Sep 20, 2023 | Time SeriesTime Series Forecasting | CodeCode Available | 1 |
| Generative Pre-Training of Time-Series Data for Unsupervised Fault Detection in Semiconductor Manufacturing | Sep 20, 2023 | Anomaly DetectionFault Detection | —Unverified | 0 |
| Computation of Ultra-Short-Term Prediction Intervals of the Power Prosumption in Active Distribution Networks | Sep 19, 2023 | Prediction IntervalsTime Series | —Unverified | 0 |
| Asteroids co-orbital motion classification based on Machine Learning | Sep 19, 2023 | ClassificationDimensionality Reduction | —Unverified | 0 |
| Implementing a new fully stepwise decomposition-based sampling technique for the hybrid water level forecasting model in real-world application | Sep 19, 2023 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Mean Absolute Directional Loss as a New Loss Function for Machine Learning Problems in Algorithmic Investment Strategies | Sep 19, 2023 | Time Series | —Unverified | 0 |
| Hybrid State Space-based Learning for Sequential Data Prediction with Joint Optimization | Sep 19, 2023 | Feature EngineeringTime Series | —Unverified | 0 |
| PDRL: Multi-Agent based Reinforcement Learning for Predictive Monitoring | Sep 19, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Human Activity Segmentation Challenge @ ECML/PKDD’23 | Sep 18, 2023 | Activity RecognitionChange Point Detection | CodeCode Available | 1 |
| Graph-enabled Reinforcement Learning for Time Series Forecasting with Adaptive Intelligence | Sep 18, 2023 | Bayesian OptimisationDeep Learning | —Unverified | 0 |
| Empirical Study of Mix-based Data Augmentation Methods in Physiological Time Series Data | Sep 18, 2023 | Data AugmentationTime Series | CodeCode Available | 0 |
| Walking fingerprinting | Sep 18, 2023 | Predictionregression | CodeCode Available | 0 |
| Learning Generative Models for Lumped Rainfall-Runoff Modeling | Sep 18, 2023 | parameter estimationTime Series | CodeCode Available | 0 |
| Clustering of Urban Traffic Patterns by K-Means and Dynamic Time Warping: Case Study | Sep 18, 2023 | ClusteringDynamic Time Warping | —Unverified | 0 |
| Context-Aware Deep Time-Series Decomposition for Anomaly Detection in Businesses | Sep 17, 2023 | Anomaly DetectionTime Series | CodeCode Available | 0 |
| Data-driven Modeling and Inference for Bayesian Gaussian Process ODEs via Double Normalizing Flows | Sep 17, 2023 | Bayesian InferenceGaussian Processes | CodeCode Available | 0 |
| Extracting Interpretable Local and Global Representations from Attention on Time Series | Sep 16, 2023 | Time Series | CodeCode Available | 0 |
| No Imputation Needed: A Switch Approach to Irregularly Sampled Time Series | Sep 15, 2023 | ImputationMissing Values | —Unverified | 0 |