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| Advancing Cyber-Attack Detection in Power Systems: A Comparative Study of Machine Learning and Graph Neural Network Approaches | Nov 4, 2024 | Anomaly DetectionCyber Attack Detection | —Unverified | 0 |
| See it, Think it, Sorted: Large Multimodal Models are Few-shot Time Series Anomaly Analyzers | Nov 4, 2024 | Anomaly DetectionFeature Engineering | —Unverified | 0 |
| PSformer: Parameter-efficient Transformer with Segment Attention for Time Series Forecasting | Nov 3, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Enhancing Glucose Level Prediction of ICU Patients through Hierarchical Modeling of Irregular Time-Series | Nov 3, 2024 | Data IntegrationFeature Engineering | CodeCode Available | 0 |
| FinBERT-BiLSTM: A Deep Learning Model for Predicting Volatile Cryptocurrency Market Prices Using Market Sentiment Dynamics | Nov 2, 2024 | Sentiment AnalysisTime Series | —Unverified | 0 |
| ProGen: Revisiting Probabilistic Spatial-Temporal Time Series Forecasting from a Continuous Generative Perspective Using Stochastic Differential Equations | Nov 2, 2024 | DenoisingTime Series | CodeCode Available | 0 |
| Variational Neural Stochastic Differential Equations with Change Points | Nov 1, 2024 | Change Point DetectionTime Series | —Unverified | 0 |
| Segmentation algorithms and modeling of recurrent bursting events in neuronal and glial time series | Nov 1, 2024 | Time Series | —Unverified | 0 |
| Explainable Spatio-Temporal GCNNs for Irregular Multivariate Time Series: Architecture and Application to ICU Patient Data | Nov 1, 2024 | graph constructionTime Series | CodeCode Available | 0 |
