| Analysis of complex circadian time series data using wavelets | Jul 29, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Spatio-temporal graph neural networks for multi-site PV power forecasting | Jul 29, 2021 | Graph Neural NetworkTime Series | —Unverified | 0 |
| Snippet Policy Network for Multi-class Varied-length ECG Early Classification | Jul 28, 2021 | Arrhythmia DetectionClassification | —Unverified | 0 |
| Demand Forecasting in Smart Grid Using Long Short-Term Memory | Jul 28, 2021 | Demand ForecastingManagement | —Unverified | 0 |
| AutoML Meets Time Series Regression Design and Analysis of the AutoSeries Challenge | Jul 28, 2021 | AutoMLFeature Engineering | CodeCode Available | 0 |
| Vision-Guided Forecasting -- Visual Context for Multi-Horizon Time Series Forecasting | Jul 27, 2021 | Autonomous DrivingState Estimation | —Unverified | 0 |
| Unsupervised Deep Anomaly Detection for Multi-Sensor Time-Series Signals | Jul 27, 2021 | Activity RecognitionAnomaly Detection | —Unverified | 0 |
| Massive feature extraction for explaining and foretelling hydroclimatic time series forecastability at the global scale | Jul 25, 2021 | DescriptiveTime Series | —Unverified | 0 |
| A Signal Detection Scheme Based on Deep Learning in OFDM Systems | Jul 24, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Comparing Prophet and Deep Learning to ARIMA in Forecasting Wholesale Food Prices | Jul 23, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Heteroscedastic Temporal Variational Autoencoder For Irregular Time Series | Jul 23, 2021 | Deep LearningIrregular Time Series | CodeCode Available | 1 |
| Generative adversarial networks in time series: A survey and taxonomy | Jul 23, 2021 | SurveyTime Series | CodeCode Available | 1 |
| Automatic Detection Of Noise Events at Shooting Range Using Machine Learning | Jul 23, 2021 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| COVID-19 and the gig economy in Poland | Jul 23, 2021 | counterfactualTime Series | CodeCode Available | 0 |
| Dynamic functional time-series forecasts of foreign exchange implied volatility surfaces | Jul 22, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| FNetAR: Mixing Tokens with Autoregressive Fourier Transforms | Jul 22, 2021 | Language ModellingTime Series | CodeCode Available | 0 |
| Tsformer: Time series Transformer for tourism demand forecasting | Jul 22, 2021 | DecoderDemand Forecasting | —Unverified | 0 |
| Neural Ordinary Differential Equation Model for Evolutionary Subspace Clustering and Its Applications | Jul 22, 2021 | ClusteringTime Series | —Unverified | 0 |
| A Framework for Imbalanced Time-series Forecasting | Jul 22, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Adaptive Inducing Points Selection For Gaussian Processes | Jul 21, 2021 | Gaussian ProcessesTime Series | —Unverified | 0 |
| Approximation Theory of Convolutional Architectures for Time Series Modelling | Jul 20, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| High-dimensional Multivariate Time Series Forecasting in IoT Applications using Embedding Non-stationary Fuzzy Time Series | Jul 20, 2021 | Multivariate Time Series ForecastingTime Series | —Unverified | 0 |
| Predicting the 2020 US Presidential Election with Twitter | Jul 19, 2021 | PredictionTime Series | —Unverified | 0 |
| OnlineSTL: Scaling Time Series Decomposition by 100x | Jul 19, 2021 | Anomaly DetectionChange Point Detection | —Unverified | 0 |
| Long-term series forecasting with Query Selector -- efficient model of sparse attention | Jul 19, 2021 | Multivariate Time Series ForecastingTime Series | CodeCode Available | 1 |