| Undetectable GPS-Spoofing Attack on Time Series Phasor Measurement Unit Data | Jun 24, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Predicting the Stability of Hierarchical Triple Systems with Convolutional Neural Networks | Jun 24, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Utilizing Expert Features for Contrastive Learning of Time-Series Representations | Jun 23, 2022 | Contrastive LearningRepresentation Learning | CodeCode Available | 1 |
| An Open Source and Reproducible Implementation of LSTM and GRU Networks for Time Series Forecasting | Jun 22, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| A Transfer-Learning Based Ensemble Architecture for ECG Signal Classification | Jun 21, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Epicasting: An Ensemble Wavelet Neural Network (EWNet) for Forecasting Epidemics | Jun 21, 2022 | SchedulingTime Series | CodeCode Available | 1 |
| Statistical inference of lead-lag at various timescales between asynchronous time series from p-values of transfer entropy | Jun 21, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Understanding the Role of Weather Data for Earth Surface Forecasting using a ConvLSTM-based Model | Jun 20, 2022 | Earth Surface ForecastingTime Series | CodeCode Available | 0 |
| Time Gated Convolutional Neural Networks for Crop Classification | Jun 20, 2022 | ClassificationCrop Classification | —Unverified | 0 |
| An Agent-Based Model With Realistic Financial Time Series: A Method for Agent-Based Models Validation | Jun 20, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Traffic-Twitter Transformer: A Nature Language Processing-joined Framework For Network-wide Traffic Forecasting | Jun 19, 2022 | ManagementTime Series | —Unverified | 0 |
| Scalable Classifier-Agnostic Channel Selection for Multivariate Time Series Classification | Jun 18, 2022 | channel selectionTime Series | CodeCode Available | 1 |
| Pre-training Enhanced Spatial-temporal Graph Neural Network for Multivariate Time Series Forecasting | Jun 18, 2022 | Graph Neural NetworkMultivariate Time Series Forecasting | CodeCode Available | 2 |
| Autoencoding Conditional GAN for Portfolio Allocation Diversification | Jun 17, 2022 | Generative Adversarial NetworkTime Series | —Unverified | 0 |
| StaDRe and StaDRo: Reliability and Robustness Estimation of ML-based Forecasting using Statistical Distance Measures | Jun 17, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Plotly-Resampler: Effective Visual Analytics for Large Time Series | Jun 17, 2022 | Data VisualizationTime Series | CodeCode Available | 3 |
| Self-Supervised Contrastive Pre-Training For Time Series via Time-Frequency Consistency | Jun 17, 2022 | Activity RecognitionDomain Adaptation | CodeCode Available | 2 |
| Uncertainty-aware Evaluation of Time-Series Classification for Online Handwriting Recognition with Domain Shift | Jun 17, 2022 | Bayesian InferenceHandwriting Recognition | —Unverified | 0 |
| A Deep Learning Approach for the Segmentation of Electroencephalography Data in Eye Tracking Applications | Jun 17, 2022 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 |
| Learning with little mixing | Jun 16, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Domain Generalization via Selective Consistency Regularization for Time Series Classification | Jun 16, 2022 | ClassificationDomain Generalization | —Unverified | 0 |
| Deep Neural Imputation: A Framework for Recovering Incomplete Brain Recordings | Jun 16, 2022 | ImputationMissing Values | —Unverified | 0 |
| User Engagement in Mobile Health Applications | Jun 16, 2022 | Survival AnalysisTime Series | —Unverified | 0 |
| Cyclocopula Technique to Study the Relationship Between Two Cyclostationary Time Series with Fractional Brownian Motion Errors | Jun 16, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Continuous-Time Modeling of Counterfactual Outcomes Using Neural Controlled Differential Equations | Jun 16, 2022 | Causal Inferencecounterfactual | CodeCode Available | 1 |
