| Synthesizing time-series wound prognosis factors from electronic medical records using generative adversarial networks | May 3, 2021 | PrognosisTime Series | —Unverified | 0 |
| TE-ESN: Time Encoding Echo State Network for Prediction Based on Irregularly Sampled Time Series Data | May 2, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Estimating the electrical power output of industrial devices with end-to-end time-series classification in the presence of label noise | May 1, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| RotLSTM: Rotating Memories in Recurrent Neural Networks | May 1, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Low-Rank Autoregressive Tensor Completion for Spatiotemporal Traffic Data Imputation | Apr 30, 2021 | ImputationMissing Values | —Unverified | 0 |
| PSEUDo: Interactive Pattern Search in Multivariate Time Series with Locality-Sensitive Hashing and Relevance Feedback | Apr 30, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Predicting Intraoperative Hypoxemia with Hybrid Inference Sequence Autoencoder Networks | Apr 30, 2021 | Decision MakingDecoder | —Unverified | 0 |
| Learning in Feedforward Neural Networks Accelerated by Transfer Entropy | Apr 29, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Time series forecasting of new cases and new deaths rate for COVID-19 using deep learning methods | Apr 28, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Nonparametric Test for Volatility in Clustered Multiple Time Series | Apr 28, 2021 | ClusteringTime Series | —Unverified | 0 |
| Defined the predictors of the lightning over India by using artificial neural network | Apr 28, 2021 | regressionTime Series | —Unverified | 0 |
| Early Classification of Time Series is Meaningful | Apr 27, 2021 | ClassificationEarly Classification | —Unverified | 0 |
| Phenotyping OSA: a time series analysis using fuzzy clustering and persistent homology | Apr 27, 2021 | Clusteringregression | —Unverified | 0 |
| Initializing LSTM internal states via manifold learning | Apr 27, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Traffic signal prediction on transportation networks using spatio-temporal correlations on graphs | Apr 27, 2021 | Multivariate Time Series ForecastingPrediction | CodeCode Available | 0 |
| tsrobprep - an R package for robust preprocessing of time series data | Apr 26, 2021 | ClusteringImputation | —Unverified | 0 |
| Generative modeling of spatio-temporal weather patterns with extreme event conditioning | Apr 26, 2021 | Event DetectionEvent Segmentation | —Unverified | 0 |
| Stochastic Recurrent Neural Network for Multistep Time Series Forecasting | Apr 26, 2021 | State Space ModelsTime Series | —Unverified | 0 |
| Inductive Predictions of Extreme Hydrologic Events in The Wabash River Watershed | Apr 25, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Accuracy Improvement for Fully Convolutional Networks via Selective Augmentation with Applications to Electrocardiogram Data | Apr 25, 2021 | Data AugmentationGeneral Classification | —Unverified | 0 |
| System identification using Bayesian neural networks with nonparametric noise models | Apr 25, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Neural circuits for dynamics-based segmentation of time series | Apr 24, 2021 | SegmentationTime Series | CodeCode Available | 0 |
| Wavelet analysis and energy-based measures for oil-food price relationship as a footprint of financialisation effect | Apr 24, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Learning Hamiltonian dynamics by reservoir computer | Apr 24, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Predicting the Number of Reported Bugs in a Software Repository | Apr 24, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 0 |