| Continuous Sign Language Recognition via Temporal Super-Resolution Network | Jul 3, 2022 | Sign Language RecognitionSuper-Resolution | —Unverified | 0 |
| Comparative Analysis of Time Series Forecasting Approaches for Household Electricity Consumption Prediction | Jul 3, 2022 | energy managementGaussian Processes | —Unverified | 0 |
| Data-Driven Modeling of Noise Time Series with Convolutional Generative Adversarial Networks | Jul 3, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Scheduling Planting Time Through Developing an Optimization Model and Analysis of Time Series Growing Degree Units | Jul 2, 2022 | SchedulingTime Series | —Unverified | 0 |
| Simulating financial time series using attention | Jul 1, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Rapid training of quantum recurrent neural networks | Jul 1, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| A Temporal Fusion Transformer for Long-term Explainable Prediction of Emergency Department Overcrowding | Jul 1, 2022 | Prediction IntervalsTime Series | —Unverified | 0 |
| Hierarchic Temporal Convolutional Network With Cross-Domain Encoder for Music Source Separation | Jun 30, 2022 | Audio Source SeparationMusic Source Separation | —Unverified | 0 |
| A Causal Approach to Detecting Multivariate Time-series Anomalies and Root Causes | Jun 30, 2022 | Anomaly DetectionTime Series | —Unverified | 0 |
| K-ARMA Models for Clustering Time Series Data | Jun 30, 2022 | ClusteringOutlier Detection | —Unverified | 0 |
| Hidden Parameter Recurrent State Space Models For Changing Dynamics Scenarios | Jun 29, 2022 | State Space ModelsTime Series | CodeCode Available | 0 |
| Continual Learning for Human State Monitoring | Jun 29, 2022 | Continual LearningTime Series | CodeCode Available | 0 |
| Multi-Channel Vision Transformer for Epileptic Seizure Prediction | Jun 29, 2022 | EEGPrediction | —Unverified | 0 |
| Automatic Synthesis of Neurons for Recurrent Neural Nets | Jun 29, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| An Auto-Regressive Formulation for Smoothing and Moving Mean with Exponentially Tapered Windows | Jun 29, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Intrinsic Anomaly Detection for Multi-Variate Time Series | Jun 29, 2022 | Anomaly DetectionNavigate | —Unverified | 0 |
| Imaging the time series of one single referenced EEG electrode for Epileptic Seizures Risk Analysis | Jun 29, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Generative Anomaly Detection for Time Series Datasets | Jun 28, 2022 | Anomaly DetectionDensity Estimation | —Unverified | 0 |
| Detection and Forecasting of Extreme event in Stock Price Triggered by Fundamental, Technical, and External Factors | Jun 28, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Reinforcement Learning Based Dynamic Model Combination for Time Series Forecasting | Jun 28, 2022 | Decision MakingEnsemble Learning | —Unverified | 0 |
| Business Cycle Synchronization in the EU: A Regional-Sectoral Look through Soft-Clustering and Wavelet Decomposition | Jun 28, 2022 | ClusteringTime Series | —Unverified | 0 |
| I-SEA: Importance Sampling and Expected Alignment-Based Deep Distance Metric Learning for Time Series Analysis and Embedding | Jun 28, 2022 | Density EstimationMetric Learning | CodeCode Available | 0 |
| Improving self-supervised pretraining models for epileptic seizure detection from EEG data | Jun 28, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Learning Deep Input-Output Stable Dynamics | Jun 27, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| fETSmcs: Feature-based ETS model component selection | Jun 26, 2022 | modelModel Selection | CodeCode Available | 0 |
| AI for trading strategies | Jun 26, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Data Augmentation techniques in time series domain: A survey and taxonomy | Jun 25, 2022 | Data AugmentationTime Series | —Unverified | 0 |
| Estimation and Inference in High-Dimensional Panel Data Models with Interactive Fixed Effects | Jun 24, 2022 | Dimensionality ReductionTime Series | —Unverified | 0 |
| ML-Based Approach for NFL Defensive Pass Interference Prediction Using GPS Tracking Data | Jun 24, 2022 | Binary ClassificationTime Series | CodeCode Available | 0 |
| 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 |
| TreeDRNet:A Robust Deep Model for Long Term Time Series Forecasting | Jun 24, 2022 | Computational Efficiencyfeature selection | —Unverified | 0 |
| 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 |
| A Transfer-Learning Based Ensemble Architecture for ECG Signal Classification | Jun 21, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Time Gated Convolutional Neural Networks for Crop Classification | Jun 20, 2022 | ClassificationCrop Classification | —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 |
| 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 |
| Uncertainty-aware Evaluation of Time-Series Classification for Online Handwriting Recognition with Domain Shift | Jun 17, 2022 | Bayesian InferenceHandwriting Recognition | —Unverified | 0 |
| Autoencoding Conditional GAN for Portfolio Allocation Diversification | Jun 17, 2022 | Generative Adversarial NetworkTime Series | —Unverified | 0 |
| Domain Generalization via Selective Consistency Regularization for Time Series Classification | Jun 16, 2022 | ClassificationDomain Generalization | —Unverified | 0 |
| Learning with little mixing | Jun 16, 2022 | Time SeriesTime Series Analysis | —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 |
| Evaluating Short-Term Forecasting of Multiple Time Series in IoT Environments | Jun 15, 2022 | Decision MakingTime Series | CodeCode Available | 0 |
| Calibrating Agent-based Models to Microdata with Graph Neural Networks | Jun 15, 2022 | Bayesian InferenceTime Series | —Unverified | 0 |
| Residual-based physics-informed transfer learning: A hybrid method for accelerating long-term CFD simulations via deep learning | Jun 14, 2022 | CPUGPU | —Unverified | 0 |
| Improving Solar Flare Prediction by Time Series Outlier Detection | Jun 14, 2022 | Outlier DetectionPrediction | —Unverified | 0 |
| Safe-FinRL: A Low Bias and Variance Deep Reinforcement Learning Implementation for High-Freq Stock Trading | Jun 13, 2022 | Deep Reinforcement LearningTime Series | —Unverified | 0 |