| T4PdM: a Deep Neural Network based on the Transformer Architecture for Fault Diagnosis of Rotating Machinery | Apr 7, 2022 | Decision MakingDiagnostic | —Unverified | 0 |
| Binary Spatial Random Field Reconstruction from Non-Gaussian Inhomogeneous Time-series Observations | Apr 7, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Deconvolution of the Functional Ultrasound Response in the Mouse Visual Pathway Using Block-Term Decomposition | Apr 7, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Few-Shot Forecasting of Time-Series with Heterogeneous Channels | Apr 7, 2022 | ClassificationTime Series | CodeCode Available | 1 |
| Domain Adaptation for Time-Series Classification to Mitigate Covariate Shift | Apr 7, 2022 | Domain AdaptationTime Series | CodeCode Available | 1 |
| Hierarchical Annotation for Building A Suite of Clinical Natural Language Processing Tasks: Progress Note Understanding | Apr 6, 2022 | Clinical KnowledgeDiagnostic | —Unverified | 0 |
| VNIbCReg: VICReg with Neighboring-Invariance and better-Covariance Evaluated on Non-stationary Seismic Signal Time Series | Apr 6, 2022 | Linear evaluationSelf-Supervised Learning | CodeCode Available | 0 |
| Stochastic volatility modeling of high-frequency CSI 300 index and dynamic jump prediction driven by machine learning | Apr 6, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Bridging the Gap: Decoding the Intrinsic Nature of Time in Market Data | Apr 6, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Dimensionality Expansion of Load Monitoring Time Series and Transfer Learning for EMS | Apr 6, 2022 | energy managementManagement | —Unverified | 0 |
| Attention-based CNN-LSTM and XGBoost hybrid model for stock prediction | Apr 6, 2022 | PredictionStock Prediction | CodeCode Available | 2 |
| Asymptotic Theory for Unit Root Moderate Deviations in Quantile Autoregressions and Predictive Regressions | Apr 5, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Tracking Urbanization in Developing Regions with Remote Sensing Spatial-Temporal Super-Resolution | Apr 4, 2022 | Image Super-ResolutionObject Tracking | —Unverified | 0 |
| Towards Deep Industrial Transfer Learning: Clustering for Transfer Case Selection | Apr 4, 2022 | ClusteringTime Series | —Unverified | 0 |
| Do Deep Neural Networks Contribute to Multivariate Time Series Anomaly Detection? | Apr 4, 2022 | Anomaly DetectionArticles | —Unverified | 0 |
| Taking ROCKET on an Efficiency Mission: Multivariate Time Series Classification with LightWaveS | Apr 4, 2022 | feature selectionTime Series | CodeCode Available | 0 |
| Forestry digital twin with machine learning in Landsat 7 data | Apr 2, 2022 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Calibration window selection based on change-point detection for forecasting electricity prices | Apr 2, 2022 | Change Point DetectionTime Series | —Unverified | 0 |
| Path Development Network with Finite-dimensional Lie Group Representation | Apr 2, 2022 | Dimensionality ReductionIrregular Time Series | CodeCode Available | 1 |
| Probabilistic AutoRegressive Neural Networks for Accurate Long-range Forecasting | Apr 1, 2022 | Decision MakingEpidemiology | CodeCode Available | 0 |
| GrowliFlower: An image time series dataset for GROWth analysis of cauLIFLOWER | Apr 1, 2022 | Instance SegmentationSegmentation | —Unverified | 0 |
| Synthetic Photovoltaic and Wind Power Forecasting Data | Apr 1, 2022 | Multi-Task LearningTime Series | —Unverified | 0 |
| When to Classify Events in Open Times Series? | Apr 1, 2022 | ClassificationDecision Making | —Unverified | 0 |
| Quantum open system identification via global optimization: Optimally accurate Markovian models of open systems from time-series data | Mar 31, 2022 | global-optimizationTime Series | CodeCode Available | 0 |
| LEAD1.0: A Large-scale Annotated Dataset for Energy Anomaly Detection in Commercial Buildings | Mar 30, 2022 | Anomaly DetectionTime Series | CodeCode Available | 1 |
