| Leveraging Herpangina Data to Enhance Hospital-level Prediction of Hand-Foot-and-Mouth Disease Admissions Using UPTST | Sep 26, 2023 | PredictionRepresentation Learning | —Unverified | 0 |
| Balancing Computational Efficiency and Forecast Error in Machine Learning-based Time-Series Forecasting: Insights from Live Experiments on Meteorological Nowcasting | Sep 26, 2023 | Computational EfficiencyDrift Detection | —Unverified | 0 |
| Deep Generative Methods for Producing Forecast Trajectories in Power Systems | Sep 26, 2023 | Decision MakingRTE | —Unverified | 0 |
| Telescope: An Automated Hybrid Forecasting Approach on a Level-Playing Field | Sep 26, 2023 | Decision MakingTime Series | —Unverified | 0 |
| ODE-based Recurrent Model-free Reinforcement Learning for POMDPs | Sep 25, 2023 | continuous-controlContinuous Control | —Unverified | 0 |
| Forecasting large collections of time series: feature-based methods | Sep 25, 2023 | Model SelectionTime Series | —Unverified | 0 |
| Local and Global Trend Bayesian Exponential Smoothing Models | Sep 25, 2023 | Time Series | —Unverified | 0 |
| Early Churn Prediction from Large Scale User-Product Interaction Time Series | Sep 25, 2023 | Feature EngineeringPrediction | —Unverified | 0 |
| Diffeomorphic Transformations for Time Series Analysis: An Efficient Approach to Nonlinear Warping | Sep 25, 2023 | ClusteringDynamic Time Warping | —Unverified | 0 |
| Date-Driven Approach for Identifying State of Hemodialysis Fistulas: Entropy-Complexity and Formal Concept Analysis | Sep 25, 2023 | Time Series | —Unverified | 0 |
| Monotonic Neural Ordinary Differential Equation: Time-series Forecasting for Cumulative Data | Sep 23, 2023 | Decision MakingTime Series | —Unverified | 0 |
| ML Algorithm Synthesizing Domain Knowledge for Fungal Spores Concentration Prediction | Sep 23, 2023 | Time Series | CodeCode Available | 0 |
| Enhancing Prediction and Analysis of UK Road Traffic Accident Severity Using AI: Integration of Machine Learning, Econometric Techniques, and Time Series Forecasting in Public Health Research | Sep 23, 2023 | AutoMLTime Series | —Unverified | 0 |
| Time-Series Forecasting: Unleashing Long-Term Dependencies with Fractionally Differenced Data | Sep 23, 2023 | Binary ClassificationSentiment Analysis | —Unverified | 0 |
| Global Deep Forecasting with Patient-Specific Pharmacokinetics | Sep 22, 2023 | Time Series | —Unverified | 0 |
| TrTr: A Versatile Pre-Trained Large Traffic Model based on Transformer for Capturing Trajectory Diversity in Vehicle Population | Sep 22, 2023 | DiversityTime Series | —Unverified | 0 |
| Incremental Constrained Clustering by Minimal Weighted Modification | Sep 22, 2023 | ClusteringConstrained Clustering | CodeCode Available | 0 |
| 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 |
| 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 |
| Generative Pre-Training of Time-Series Data for Unsupervised Fault Detection in Semiconductor Manufacturing | Sep 20, 2023 | Anomaly DetectionFault Detection | —Unverified | 0 |
| Learning and DiSentangling Patient Static Information from Time-series Electronic HEalth Record (STEER) | Sep 20, 2023 | AttributeFairness | —Unverified | 0 |
| Asteroids co-orbital motion classification based on Machine Learning | Sep 19, 2023 | ClassificationDimensionality Reduction | —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 |
| 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 |
| 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 |
| PDRL: Multi-Agent based Reinforcement Learning for Predictive Monitoring | Sep 19, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Graph-enabled Reinforcement Learning for Time Series Forecasting with Adaptive Intelligence | Sep 18, 2023 | Bayesian OptimisationDeep Learning | —Unverified | 0 |
| Clustering of Urban Traffic Patterns by K-Means and Dynamic Time Warping: Case Study | Sep 18, 2023 | ClusteringDynamic Time Warping | —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 |
| 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 |
| POCKET: Pruning Random Convolution Kernels for Time Series Classification from a Feature Selection Perspective | Sep 15, 2023 | Evolutionary Algorithmsfeature selection | CodeCode Available | 0 |
| No Imputation Needed: A Switch Approach to Irregularly Sampled Time Series | Sep 15, 2023 | ImputationMissing Values | —Unverified | 0 |
| Dynamic Time Warping for Lead-Lag Relationships in Lagged Multi-Factor Models | Sep 15, 2023 | Dynamic Time WarpingTime Series | —Unverified | 0 |
| Data-Driven Goal Recognition in Transhumeral Prostheses Using Process Mining Techniques | Sep 15, 2023 | Time Series | —Unverified | 0 |
| Scalable Model-Based Gaussian Process Clustering | Sep 14, 2023 | ClusteringGaussian Processes | —Unverified | 0 |
| Learning Beyond Similarities: Incorporating Dissimilarities between Positive Pairs in Self-Supervised Time Series Learning | Sep 14, 2023 | Self-Supervised LearningTime Series | —Unverified | 0 |
| An Automated Machine Learning Approach for Detecting Anomalous Peak Patterns in Time Series Data from a Research Watershed in the Northeastern United States Critical Zone | Sep 14, 2023 | Anomaly DetectionHyperparameter Optimization | —Unverified | 0 |
| MCNS: Mining Causal Natural Structures Inside Time Series via A Novel Internal Causality Scheme | Sep 13, 2023 | Causal InferenceTime Series | —Unverified | 0 |
| Learning noise-induced transitions by multi-scaling reservoir computing | Sep 11, 2023 | Protein FoldingTime Series | —Unverified | 0 |
| Real-time VaR Calculations for Crypto Derivatives in kdb+/q | Sep 11, 2023 | Time Series | —Unverified | 0 |
| Quantitative Analysis of Forecasting Models:In the Aspect of Online Political Bias | Sep 11, 2023 | MisinformationTime Series | —Unverified | 0 |
| Forecasted Treatment Effects | Sep 11, 2023 | Time Series | —Unverified | 0 |
| Examining the Effect of Pre-training on Time Series Classification | Sep 11, 2023 | Time SeriesTime Series Classification | —Unverified | 0 |