| Exploring Challenges in Deep Learning of Single-Station Ground Motion Records | Mar 12, 2024 | Deep LearningStructural Health Monitoring | CodeCode Available | 0 |
| Deep Generative Domain Adaptation with Temporal Attention for Cross-User Activity Recognition | Mar 12, 2024 | Activity RecognitionDomain Adaptation | —Unverified | 0 |
| Deep Generative Domain Adaptation with Temporal Relation Knowledge for Cross-User Activity Recognition | Mar 12, 2024 | Activity RecognitionDomain Adaptation | —Unverified | 0 |
| Cross-user activity recognition via temporal relation optimal transport | Mar 12, 2024 | Activity RecognitionDomain Adaptation | —Unverified | 0 |
| Koopman Ensembles for Probabilistic Time Series Forecasting | Mar 11, 2024 | Probabilistic Time Series ForecastingTime Series | CodeCode Available | 0 |
| FFAD: A Novel Metric for Assessing Generated Time Series Data Utilizing Fourier Transform and Auto-encoder | Mar 11, 2024 | Image GenerationTime Series | —Unverified | 0 |
| Grid Monitoring with Synchro-Waveform and AI Foundation Model Technologies | Mar 11, 2024 | Anomaly DetectionData Compression | —Unverified | 0 |
| Data-Driven Tuning Parameter Selection for High-Dimensional Vector Autoregressions | Mar 11, 2024 | Time Series | —Unverified | 0 |
| Time Series Analysis of Key Societal Events as Reflected in Complex Social Media Data Streams | Mar 11, 2024 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Multimodal deep learning approach to predicting neurological recovery from coma after cardiac arrest | Mar 9, 2024 | EEGMultimodal Deep Learning | —Unverified | 0 |
| Probabilistic Forecasting of Real-Time Electricity Market Signals via Interpretable Generative AI | Mar 9, 2024 | Time Series | —Unverified | 0 |
| Sparse dynamic network reconstruction through L1-regularization of a Lyapunov equation | Mar 8, 2024 | Time Series | —Unverified | 0 |
| What is different between these datasets? | Mar 8, 2024 | Time Series | —Unverified | 0 |
| tsGT: Stochastic Time Series Modeling With Transformer | Mar 8, 2024 | Time Series | —Unverified | 0 |
| A Modular End-to-End Multimodal Learning Method for Structured and Unstructured Data | Mar 7, 2024 | Time Series | CodeCode Available | 0 |
| Exploring the Influence of Dimensionality Reduction on Anomaly Detection Performance in Multivariate Time Series | Mar 7, 2024 | Anomaly DetectionDimensionality Reduction | CodeCode Available | 0 |
| Sentiment-driven prediction of financial returns: a Bayesian-enhanced FinBERT approach | Mar 7, 2024 | feature selectionLanguage Modeling | —Unverified | 0 |
| RATSF: Empowering Customer Service Volume Management through Retrieval-Augmented Time-Series Forecasting | Mar 7, 2024 | DecoderManagement | —Unverified | 0 |
| A Novel Theoretical Framework for Exponential Smoothing | Mar 7, 2024 | Time Series | —Unverified | 0 |
| Efficient High-Resolution Time Series Classification via Attention Kronecker Decomposition | Mar 7, 2024 | Time SeriesTime Series Classification | —Unverified | 0 |
| Edge-based Parametric Digital Twins for Intelligent Building Indoor Climate Modeling | Mar 7, 2024 | Deep LearningEdge-computing | —Unverified | 0 |
| Hyperparameter Tuning MLPs for Probabilistic Time Series Forecasting | Mar 7, 2024 | Hyperparameter OptimizationProbabilistic Time Series Forecasting | CodeCode Available | 0 |
| Density-Regression: Efficient and Distance-Aware Deep Regressor for Uncertainty Estimation under Distribution Shifts | Mar 7, 2024 | Depth Estimationregression | CodeCode Available | 0 |
| Enhancing Price Prediction in Cryptocurrency Using Transformer Neural Network and Technical Indicators | Mar 6, 2024 | Computational EfficiencyTime Series | —Unverified | 0 |
| Electrical Load Forecasting Model Using Hybrid LSTM Neural Networks with Online Correction | Mar 6, 2024 | Load ForecastingTime Series | —Unverified | 0 |