| 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 |
| Cryptocurrency Dynamics: Rodeo or Ascot? | Mar 23, 2021 | ClusteringTime 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 |
| 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 |
| Sparse Algorithms for Markovian Gaussian Processes | Mar 19, 2021 | Bayesian InferenceGaussian Processes | CodeCode Available | 0 |
| Joint Parameter Discovery and Generative Modeling of Dynamic Systems | Mar 19, 2021 | Time SeriesTime Series Analysis | 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 |
| Tomography of time-dependent quantum spin networks with machine learning | Mar 15, 2021 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Online Learning with Radial Basis Function Networks | Mar 15, 2021 | ClusteringContinual Learning | —Unverified | 0 |
| Double Articulation Analyzer with Prosody for Unsupervised Word and Phoneme Discovery | Mar 15, 2021 | Language ModellingTime Series | CodeCode Available | 0 |
| Modeling and forecasting Spread of COVID-19 epidemic in Iran until Sep 22, 2021, based on deep learning | Mar 15, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Interpretable Feature Construction for Time Series Extrinsic Regression | Mar 15, 2021 | Benchmarkingregression | —Unverified | 0 |
| A novel weighted approach for time series forecasting based on visibility graph | Mar 14, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Visualising Deep Network's Time-Series Representations | Mar 12, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| How to Train Your Flare Prediction Model: Revisiting Robust Sampling of Rare Events | Mar 12, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Estimating the causal effect of an intervention in a time series setting: the C-ARIMA approach | Mar 11, 2021 | Causal InferenceEconometrics | —Unverified | 0 |
| Extension of the Lagrange multiplier test for error cross-section independence to large panels with non normal errors | Mar 10, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Machine Learning Prediction of Time-Varying Rayleigh Channels | Mar 10, 2021 | BIG-bench Machine LearningPrediction | —Unverified | 0 |
| Generating Reliable Process Event Streams and Time Series Data based on Neural Networks | Mar 9, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Semi-Supervised Recurrent Variational Autoencoder Approach for Visual Diagnosis of Atrial Fibrillation | Mar 9, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Depth Evaluation for Metal Surface Defects by Eddy Current Testing using Deep Residual Convolutional Neural Networks | Mar 8, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Artificial neural network as a universal model of nonlinear dynamical systems | Mar 6, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| On the LRD of the Aggregated Traffic Flows in High-Speed Computer Networks | Mar 5, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| District Wise Price Forecasting of Wheat in Pakistan using Deep Learning | Mar 5, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Testing for a Random Walk Structure in the Frequency Evolution of a Tone in Noise | Mar 5, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Deep Hedging, Generative Adversarial Networks, and Beyond | Mar 5, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Prediction of financial time series using LSTM and data denoising methods | Mar 5, 2021 | DenoisingTime Series | —Unverified | 0 |
| Exploring the representativeness of the M5 competition data | Mar 4, 2021 | MarketingTime Series | —Unverified | 0 |
| Contrastive learning of strong-mixing continuous-time stochastic processes | Mar 3, 2021 | Contrastive LearningTime Series | —Unverified | 0 |
| Two-Stage Framework for Seasonal Time Series Forecasting | Mar 3, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| LiDAR-based Recurrent 3D Semantic Segmentation with Temporal Memory Alignment | Mar 3, 2021 | 3D Semantic SegmentationAutonomous Vehicles | —Unverified | 0 |
| Modeling Macroeconomic Variations After COVID-19 | Mar 3, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |