| Ortho-ODE: Enhancing Robustness and of Neural ODEs against Adversarial Attacks | May 16, 2023 | Irregular Time SeriesTime Series | —Unverified | 0 |
| Understanding of Normal and Abnormal Hearts by Phase Space Analysis and Convolutional Neural Networks | May 16, 2023 | Time Series | —Unverified | 0 |
| A Dictionary-based approach to Time Series Ordinal Classification | May 16, 2023 | ClassificationOrdinal Classification | —Unverified | 0 |
| Monitoring multicountry macroeconomic risk | May 16, 2023 | Time Series | —Unverified | 0 |
| HiNoVa: A Novel Open-Set Detection Method for Automating RF Device Authentication | May 16, 2023 | Time Series | —Unverified | 0 |
| Kernel-based Joint Independence Tests for Multivariate Stationary and Non-stationary Time Series | May 15, 2023 | Time Series | CodeCode Available | 0 |
| Evaluation Strategy of Time-series Anomaly Detection with Decay Function | May 15, 2023 | Anomaly DetectionTime Series | —Unverified | 0 |
| Differential Convolutional Fuzzy Time Series Forecasting | May 15, 2023 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| A Dataset Fusion Algorithm for Generalised Anomaly Detection in Homogeneous Periodic Time Series Datasets | May 14, 2023 | Anomaly DetectionComputational Efficiency | —Unverified | 0 |
| Latent Processes Identification From Multi-View Time Series | May 14, 2023 | Contrastive LearningTime Series | CodeCode Available | 0 |
| Predicting Unplanned Readmissions in the Intensive Care Unit: A Multimodality Evaluation | May 14, 2023 | Readmission PredictionTime Series | —Unverified | 0 |
| Smart Home Energy Management: VAE-GAN synthetic dataset generator and Q-learning | May 14, 2023 | energy managementGenerative Adversarial Network | —Unverified | 0 |
| HiPerformer: Hierarchically Permutation-Equivariant Transformer for Time Series Forecasting | May 14, 2023 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Provably Convergent Schrödinger Bridge with Applications to Probabilistic Time Series Imputation | May 12, 2023 | ImputationMissing Values | CodeCode Available | 0 |
| Robust Detection of Lead-Lag Relationships in Lagged Multi-Factor Models | May 11, 2023 | ClusteringTime Series | —Unverified | 0 |
| Clustering of Time-Varying Graphs Based on Temporal Label Smoothness | May 11, 2023 | ClusteringFunctional Connectivity | —Unverified | 0 |
| A Generic Approach to Integrating Time into Spatial-Temporal Forecasting via Conditional Neural Fields | May 11, 2023 | Autonomous DrivingOpen-Ended Question Answering | —Unverified | 0 |
| Band-Pass Filtering with High-Dimensional Time Series | May 11, 2023 | Time SeriesVocal Bursts Intensity Prediction | —Unverified | 0 |
| How Expressive are Spectral-Temporal Graph Neural Networks for Time Series Forecasting? | May 11, 2023 | Graph Neural NetworkTime Series | —Unverified | 0 |
| XMI-ICU: Explainable Machine Learning Model for Pseudo-Dynamic Prediction of Mortality in the ICU for Heart Attack Patients | May 10, 2023 | Mortality PredictionPrediction | —Unverified | 0 |
| Mispronunciation Detection of Basic Quranic Recitation Rules using Deep Learning | May 10, 2023 | Deep LearningTime Series | —Unverified | 0 |
| Hawkes Process Based on Controlled Differential Equations | May 9, 2023 | Irregular Time SeriesPoint Processes | CodeCode Available | 0 |
| Copula Variational LSTM for High-dimensional Cross-market Multivariate Dependence Modeling | May 9, 2023 | Time SeriesVocal Bursts Intensity Prediction | —Unverified | 0 |
| Mlinear: Rethink the Linear Model for Time-series Forecasting | May 8, 2023 | PhilosophyTime Series | —Unverified | 0 |
| Exploring a Gradient-based Explainable AI Technique for Time-Series Data: A Case Study of Assessing Stroke Rehabilitation Exercises | May 8, 2023 | Explainable artificial intelligenceTime Series | —Unverified | 0 |