| ARISE: ApeRIodic SEmi-parametric Process for Efficient Markets without Periodogram and Gaussianity Assumptions | Nov 8, 2021 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| A toolkit for data-driven discovery of governing equations in high-noise regimes | Nov 8, 2021 | Equation DiscoveryModel Discovery | CodeCode Available | 0 |
| Mimic: An adaptive algorithm for multivariate time series classification | Nov 8, 2021 | ClassificationTime Series | —Unverified | 0 |
| A Comparison of Model-Free and Model Predictive Control for Price Responsive Water Heaters | Nov 8, 2021 | CPUmodel | —Unverified | 0 |
| Stock Portfolio Optimization Using a Deep Learning LSTM Model | Nov 8, 2021 | Deep LearningPortfolio Optimization | —Unverified | 0 |
| Use of 1D-CNN for input data size reduction of LSTM in Hourly Rainfall-Runoff modeling | Nov 7, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| CoughTrigger: Earbuds IMU Based Cough Detection Activator Using An Energy-efficient Sensitivity-prioritized Time Series Classifier | Nov 7, 2021 | SensitivitySpecificity | —Unverified | 0 |
| DVS: Deep Visibility Series and its Application in Construction Cost Index Forecasting | Nov 7, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Transferable Time-Series Forecasting under Causal Conditional Shift | Nov 5, 2021 | Domain AdaptationSemi-supervised Domain Adaptation | CodeCode Available | 1 |
| Dynamic Data Augmentation with Gating Networks for Time Series Recognition | Nov 5, 2021 | Data AugmentationTime Series | CodeCode Available | 1 |
| Coherent Probabilistic Aggregate Queries on Long-horizon Forecasts | Nov 5, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Meta-Forecasting by combining Global Deep Representations with Local Adaptation | Nov 5, 2021 | Meta-LearningTime Series | —Unverified | 0 |
| Unsupervised Change Detection of Extreme Events Using ML On-Board | Nov 4, 2021 | Change DetectionManagement | CodeCode Available | 1 |
| Reconstructing Nonlinear Dynamical Systems from Multi-Modal Time Series | Nov 4, 2021 | Data IntegrationDecoder | CodeCode Available | 0 |
| TimeMatch: Unsupervised Cross-Region Adaptation by Temporal Shift Estimation | Nov 4, 2021 | Crop ClassificationDomain Adaptation | CodeCode Available | 1 |
| Roadmap on Signal Processing for Next Generation Measurement Systems | Nov 3, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Multiple-index Nonstationary Time Series Models: Robust Estimation Theory and Practice | Nov 3, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Time Series Comparisons in Deep Space Network | Nov 2, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A novel rule-based evolving Fuzzy System applied to the thermal modeling of power transformers | Nov 1, 2021 | Decision MakingTime Series | CodeCode Available | 0 |
| Markus Thill Temporal convolutional autoencoder for unsupervised anomaly detection in time series | Nov 1, 2021 | Anomaly DetectionTime Series | —Unverified | 0 |
| Metaphor Development in Public Discourse Using an ARIMA Time Series Analysis Approach | Nov 1, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Truth-Conditional Captions for Time Series Data | Nov 1, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| RollingLDA: An Update Algorithm of Latent Dirichlet Allocation to Construct Consistent Time Series from Textual Data | Nov 1, 2021 | ArticlesTime Series | CodeCode Available | 1 |
| A Modified Dynamic Time Warping (MDTW) Approach and Innovative Average Non-Self Match Distance (ANSD) Method for Anomaly Detection in ECG Recordings | Nov 1, 2021 | Anomaly DetectionDynamic Time Warping | —Unverified | 0 |
| Sig-Wasserstein GANs for Time Series Generation | Nov 1, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
