| Signal automata and hidden Markov models | May 4, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Two-Stage Coordinative Zonal Volt/VAR Control Scheme for Distribution Systems with High Inverter-based Resources | May 4, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| COUnty aggRegation mixup AuGmEntation (COURAGE) COVID-19 Prediction | May 3, 2021 | Computational EfficiencyPrediction | —Unverified | 0 |
| Context-aware demand prediction in bike sharing systems: incorporating spatial, meteorological and calendrical context | May 3, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Fully Learnable Deep Wavelet Transform for Unsupervised Monitoring of High-Frequency Time Series | May 3, 2021 | Deep LearningDenoising | —Unverified | 0 |
| Comparison Analysis of Facebook's Prophet, Amazon's DeepAR+ and CNN-QR Algorithms for Successful Real-World Sales Forecasting | May 3, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| All-Clear Flare Prediction Using Interval-based Time Series Classifiers | May 3, 2021 | AllPrediction | —Unverified | 0 |
| Explaining Outcomes of Multi-Party Dialogues using Causal Learning | May 3, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Process Model Forecasting Using Time Series Analysis of Event Sequence Data | May 3, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| MRC-LSTM: A Hybrid Approach of Multi-scale Residual CNN and LSTM to Predict Bitcoin Price | May 3, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| 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 |
| 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 |
| Low-Rank Autoregressive Tensor Completion for Spatiotemporal Traffic Data Imputation | Apr 30, 2021 | ImputationMissing Values | —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 |
| Traffic signal prediction on transportation networks using spatio-temporal correlations on graphs | Apr 27, 2021 | Multivariate Time Series ForecastingPrediction | CodeCode Available | 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 |
| 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 |
| tsrobprep - an R package for robust preprocessing of time series data | Apr 26, 2021 | ClusteringImputation | —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 |
| Inductive Predictions of Extreme Hydrologic Events in The Wabash River Watershed | Apr 25, 2021 | Time SeriesTime Series Analysis | —Unverified | 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 |
| Predicting the Number of Reported Bugs in a Software Repository | Apr 24, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Neural circuits for dynamics-based segmentation of time series | Apr 24, 2021 | SegmentationTime Series | CodeCode Available | 0 |
| Learning Hamiltonian dynamics by reservoir computer | Apr 24, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Deep Convolutional Neural Network for Non-rigid Image Registration | Apr 24, 2021 | Image RegistrationTime Series | —Unverified | 0 |
| A study on Ensemble Learning for Time Series Forecasting and the need for Meta-Learning | Apr 23, 2021 | Ensemble LearningMeta-Learning | —Unverified | 0 |
| Sequential convolutional network for behavioral pattern extraction in gait recognition | Apr 23, 2021 | Gait RecognitionTime Series | —Unverified | 0 |
| Normalized multivariate time series causality analysis and causal graph reconstruction | Apr 23, 2021 | Causal InferenceGraph Reconstruction | —Unverified | 0 |
| Time Series Forecasting via Learning Convolutionally Low-Rank Models | Apr 23, 2021 | compressed sensingTime Series | CodeCode Available | 0 |
| Real-time NLOS/LOS Identification for Smartphone-based Indoor Positioning System using WiFi RTT and RSS | Apr 22, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Enhancing predictive skills in physically-consistent way: Physics Informed Machine Learning for Hydrological Processes | Apr 22, 2021 | BIG-bench Machine LearningPhysics-informed machine learning | —Unverified | 0 |
| Survey on Modeling Intensity Function of Hawkes Process Using Neural Models | Apr 22, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Feature Selection Method for Multi-Dimension Time-Series Data | Apr 22, 2021 | Activity Recognitionfeature selection | —Unverified | 0 |
| Time series analysis with dynamic law exploration | Apr 22, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Scalable Predictive Time-Series Analysis of COVID-19: Cases and Fatalities | Apr 22, 2021 | regressionTime Series | —Unverified | 0 |
| Principal Component Density Estimation for Scenario Generation Using Normalizing Flows | Apr 21, 2021 | Density EstimationImage Generation | —Unverified | 0 |
| A geometric approach to conditioning belief functions | Apr 21, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Mixture Models for the Analysis, Edition, and Synthesis of Continuous Time Series | Apr 21, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Aedes-AI: Neural Network Models of Mosquito Abundance | Apr 21, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |