| Online Graph Topology Learning from Matrix-valued Time Series | Jul 16, 2021 | Graph LearningTime Series | —Unverified | 0 |
| On the short term stability of financial ARCH price processes | Jul 14, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Model-free prediction of emergence of extreme events in a parametrically driven nonlinear dynamical system by Deep Learning | Jul 14, 2021 | Deep LearningTime Series | —Unverified | 0 |
| Fast-Slow Streamflow Model Using Mass-Conserving LSTM | Jul 13, 2021 | modelTime Series | —Unverified | 0 |
| Smoothed Bernstein Online Aggregation for Day-Ahead Electricity Demand Forecasting | Jul 13, 2021 | Additive modelsDemand Forecasting | —Unverified | 0 |
| Multiplicative Error Models: 20 years on | Jul 13, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Wasserstein GAN: Deep Generation applied on Bitcoins financial time series | Jul 13, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Learning interaction rules from multi-animal trajectories via augmented behavioral models | Jul 12, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Automated Label Generation for Time Series Classification with Representation Learning: Reduction of Label Cost for Training | Jul 12, 2021 | Representation LearningTime Series | —Unverified | 0 |
| Sliding Spectrum Decomposition for Diversified Recommendation | Jul 12, 2021 | DiversityRecommendation Systems | —Unverified | 0 |
| STR-GODEs: Spatial-Temporal-Ridership Graph ODEs for Metro Ridership Prediction | Jul 11, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| A deep convolutional neural network that is invariant to time rescaling | Jul 9, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Transformer-Based Behavioral Representation Learning Enables Transfer Learning for Mobile Sensing in Small Datasets | Jul 9, 2021 | Representation LearningTime Series | —Unverified | 0 |
| Generation of Synthetic Multi-Resolution Time Series Load Data | Jul 8, 2021 | Generative Adversarial NetworkTime Series | —Unverified | 0 |
| Ensembles of Randomized NNs for Pattern-based Time Series Forecasting | Jul 8, 2021 | DiversityTime Series | —Unverified | 0 |
| Deep Metric Learning Model for Imbalanced Fault Diagnosis | Jul 8, 2021 | Fault Diagnosisimbalanced classification | —Unverified | 0 |
| Synthetic Time-Series Load Data via Conditional Generative Adversarial Networks | Jul 8, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Physics-informed generative neural network: an application to troposphere temperature prediction | Jul 8, 2021 | PredictionTime Series | —Unverified | 0 |
| Numerical approximation of hybrid Poisson-jump Ait-Sahalia-type interest rate model with delay | Jul 8, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Multi-modal Affect Analysis using standardized data within subjects in the Wild | Jul 7, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| On the Use of Time Series Kernel and Dimensionality Reduction to Identify the Acquisition of Antimicrobial Multidrug Resistance in the Intensive Care Unit | Jul 7, 2021 | Dimensionality ReductionTime Series | —Unverified | 0 |
| Comparing seven methods for state-of-health time series prediction for the lithium-ion battery packs of forklifts | Jul 6, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| EVARS-GPR: EVent-triggered Augmented Refitting of Gaussian Process Regression for Seasonal Data | Jul 6, 2021 | Change Point DetectionData Augmentation | CodeCode Available | 0 |
| Early Recognition of Ball Catching Success in Clinical Trials with RNN-Based Predictive Classification | Jul 6, 2021 | ClassificationDecision Making | —Unverified | 0 |
| Near-optimal inference in adaptive linear regression | Jul 5, 2021 | Active Learningregression | —Unverified | 0 |