| Joint Neural Architecture and Hyperparameter Search for Correlated Time Series Forecasting | Nov 29, 2022 | Correlated Time Series ForecastingTime Series | —Unverified | 0 |
| An Extreme-Adaptive Time Series Prediction Model Based on Probability-Enhanced LSTM Neural Networks | Nov 29, 2022 | PredictionTime Series | CodeCode Available | 1 |
| Beyond S-curves: Recurrent Neural Networks for Technology Forecasting | Nov 28, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| SatlasPretrain: A Large-Scale Dataset for Remote Sensing Image Understanding | Nov 28, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 2 |
| Hierarchical Proxy Modeling for Improved HPO in Time Series Forecasting | Nov 28, 2022 | Hyperparameter OptimizationModel Selection | —Unverified | 0 |
| Evaluation of Entropy and Fractal Dimension as Biomarkers for Tumor Growth and Treatment Response using Cellular Automata | Nov 27, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| An Anomaly Detection Method for Satellites Using Monte Carlo Dropout | Nov 27, 2022 | Anomaly DetectionTime Series | —Unverified | 0 |
| A Time Series is Worth 64 Words: Long-term Forecasting with Transformers | Nov 27, 2022 | Multivariate Time Series ForecastingRepresentation Learning | CodeCode Available | 5 |
| Spatio-Temporal Meta-Graph Learning for Traffic Forecasting | Nov 27, 2022 | DecoderGraph Learning | CodeCode Available | 1 |
| EasyMLServe: Easy Deployment of REST Machine Learning Services | Nov 26, 2022 | Instance SegmentationSemantic Segmentation | CodeCode Available | 0 |
| Distribution estimation and change-point estimation for time series via DNN-based GANs | Nov 26, 2022 | Activity RecognitionBlocking | —Unverified | 0 |
| Confidence Interval Construction for Multivariate time series using Long Short Term Memory Network | Nov 25, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| EDGAR: Embedded Detection of Gunshots by AI in Real-time | Nov 25, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Machine Learning Algorithms for Time Series Analysis and Forecasting | Nov 25, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Probabilistic Time Series Forecasting for Adaptive Monitoring in Edge Computing Environments | Nov 24, 2022 | Autonomous DrivingEdge-computing | —Unverified | 0 |
| Forecasting railway ticket demand with search query open data | Nov 23, 2022 | Demand ForecastingTime Series | CodeCode Available | 0 |
| Neural Superstatistics for Bayesian Estimation of Dynamic Cognitive Models | Nov 23, 2022 | Bayesian InferenceTime Series | CodeCode Available | 1 |
| Time Series Forecasting with Hypernetworks Generating Parameters in Advance | Nov 22, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| MGADN: A Multi-task Graph Anomaly Detection Network for Multivariate Time Series | Nov 22, 2022 | Anomaly DetectionGraph Anomaly Detection | —Unverified | 0 |
| Deep learning delay coordinate dynamics for chaotic attractors from partial observable data | Nov 20, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Finding active galactic nuclei through Fink | Nov 20, 2022 | Active LearningBinary Classification | CodeCode Available | 1 |
| Estimating Task Completion Times for Network Rollouts using Statistical Models within Partitioning-based Regression Methods | Nov 20, 2022 | Benchmarkingregression | —Unverified | 0 |
| Class-Specific Attention (CSA) for Time-Series Classification | Nov 19, 2022 | ClassificationTime Series | —Unverified | 0 |
| Identifying Unique Causal Network from Nonstationary Time Series | Nov 18, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Fractional integration and cointegration | Nov 18, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |