| Channel-Based Attention for LCC Using Sentinel-2 Time Series | Mar 31, 2021 | ClassificationGeneral Classification | —Unverified | 0 |
| Time Series Analysis and Modeling to Forecast: a Survey | Mar 31, 2021 | SurveyTime Series | —Unverified | 0 |
| Historical Inertia: A Neglected but Powerful Baseline for Long Sequence Time-series Forecasting | Mar 30, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Causal Hidden Markov Model for Time Series Disease Forecasting | Mar 30, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Neural Transformation Learning for Deep Anomaly Detection Beyond Images | Mar 30, 2021 | Anomaly DetectionSelf-Supervised Learning | CodeCode Available | 1 |
| Prediction of Landfall Intensity, Location, and Time of a Tropical Cyclone | Mar 30, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Inferring, comparing and exploring ecological networks from time-series data through R packages constructnet, disgraph and dynet | Mar 29, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Stiff Neural Ordinary Differential Equations | Mar 29, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Attention to Warp: Deep Metric Learning for Multivariate Time Series | Mar 28, 2021 | Dynamic Time WarpingMetric Learning | CodeCode Available | 1 |
| Multi-source Transfer Learning with Ensemble for Financial Time Series Forecasting | Mar 26, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Gated Transformer Networks for Multivariate Time Series Classification | Mar 26, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 |
| A cloud-IoT platform for passive radio sensing: challenges and application case studies | Mar 26, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Evaluation of deep learning models for multi-step ahead time series prediction | Mar 26, 2021 | DecoderDeep Learning | CodeCode Available | 1 |
| Active multi-fidelity Bayesian online changepoint detection | Mar 26, 2021 | Edge-computingTime Series | CodeCode Available | 1 |
| Deep EHR Spotlight: a Framework and Mechanism to Highlight Events in Electronic Health Records for Explainable Predictions | Mar 25, 2021 | Deep AttentionDeep Learning | —Unverified | 0 |
| Intraday trading strategy based on time series and machine learning for Chinese stock market | Mar 24, 2021 | BIG-bench Machine LearningPortfolio Optimization | —Unverified | 0 |
| Isolating the impact of trading on grid frequency fluctuations | Mar 24, 2021 | energy tradingTime Series | —Unverified | 0 |
| Non-Compression Auto-Encoder for Detecting Road Surface Abnormality via Vehicle Driving Noise | Mar 24, 2021 | Anomaly DetectionTime Series | CodeCode Available | 0 |
| An investigation of higher order moments of empirical financial data and the implications to risk | Mar 24, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Including Sparse Production Knowledge into Variational Autoencoders to Increase Anomaly Detection Reliability | Mar 24, 2021 | Anomaly DetectionTime Series | —Unverified | 0 |
| Reframing demand forecasting: a two-fold approach for lumpy and intermittent demand | Mar 23, 2021 | BIG-bench Machine LearningDemand Forecasting | —Unverified | 0 |
| Neural ODE Processes | Mar 23, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Volume-Centred Range Bars: Novel Interpretable Representation of Financial Markets Designed for Machine Learning Applications | Mar 23, 2021 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| Cryptocurrency Dynamics: Rodeo or Ascot? | Mar 23, 2021 | ClusteringTime Series | —Unverified | 0 |
| Domain Specific Concept Drift Detectors for Predicting Financial Time Series | Mar 22, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |