| Prediction of Landfall Intensity, Location, and Time of a Tropical Cyclone | Mar 30, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Historical Inertia: A Neglected but Powerful Baseline for Long Sequence Time-series Forecasting | Mar 30, 2021 | Time SeriesTime Series Analysis | —Unverified | 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 |
| A cloud-IoT platform for passive radio sensing: challenges and application case studies | Mar 26, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Multi-source Transfer Learning with Ensemble for Financial Time Series Forecasting | Mar 26, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| 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 |
| 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 |
| Isolating the impact of trading on grid frequency fluctuations | Mar 24, 2021 | energy tradingTime Series | —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 |
| 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 |
| Cryptocurrency Dynamics: Rodeo or Ascot? | Mar 23, 2021 | ClusteringTime Series | —Unverified | 0 |
| 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 |
| Handling Missing Observations with an RNN-based Prediction-Update Cycle | Mar 22, 2021 | ImputationState Estimation | —Unverified | 0 |
| Domain Specific Concept Drift Detectors for Predicting Financial Time Series | Mar 22, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Markov Modeling of Time-Series Data using Symbolic Analysis | Mar 20, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Graph Attention Recurrent Neural Networks for Correlated Time Series Forecasting -- Full version | Mar 19, 2021 | Correlated Time Series ForecastingGraph Attention | —Unverified | 0 |
| Joint Parameter Discovery and Generative Modeling of Dynamic Systems | Mar 19, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Sparse Algorithms for Markovian Gaussian Processes | Mar 19, 2021 | Bayesian InferenceGaussian Processes | CodeCode Available | 0 |
| Lossless compression with state space models using bits back coding | Mar 18, 2021 | State Space ModelsTime Series | CodeCode Available | 0 |
| Learning Time Series from Scale Information | Mar 18, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Soft and subspace robust multivariate rank tests based on entropy regularized optimal transport | Mar 16, 2021 | Change Point DetectionTime Series | CodeCode Available | 0 |
| Deep Time Series Models for Scarce Data | Mar 16, 2021 | Model SelectionTime Series | —Unverified | 0 |
| A machine learning approach to itinerary-level booking prediction in competitive airline markets | Mar 15, 2021 | BIG-bench Machine LearningDemand Forecasting | —Unverified | 0 |