| Scalable Spatiotemporal Graph Neural Networks | Sep 14, 2022 | Temporal SequencesTime Series | CodeCode Available | 1 |
| TSFool: Crafting Highly-Imperceptible Adversarial Time Series through Multi-Objective Attack | Sep 14, 2022 | Adversarial Attackglobal-optimization | CodeCode Available | 1 |
| Explainable AI for clinical and remote health applications: a survey on tabular and time series data | Sep 14, 2022 | Explainable Artificial Intelligence (XAI)Time Series | —Unverified | 0 |
| Bioeconomic analysis of harvesting within a predator-prey system: A case study in the Chesapeake Bay fisheries | Sep 14, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Time Series Prediction for Food sustainability | Sep 14, 2022 | PredictionTime Series | CodeCode Available | 0 |
| Data-Driven Machine Learning Models for a Multi-Objective Flapping Fin Unmanned Underwater Vehicle Control System | Sep 14, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Fast fitting of neural ordinary differential equations by Bayesian neural gradient matching to infer ecological interactions from time series data | Sep 13, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| A topological analysis of cointegrated data: a Z24 Bridge case study | Sep 12, 2022 | Structural Health MonitoringTime Series | —Unverified | 0 |
| Fairness in Forecasting of Observations of Linear Dynamical Systems | Sep 12, 2022 | FairnessTime Series | CodeCode Available | 0 |
| A new hazard event classification model via deep learning and multifractal | Sep 12, 2022 | ClassificationDeep Learning | —Unverified | 0 |
| BayesLDM: A Domain-Specific Language for Probabilistic Modeling of Longitudinal Data | Sep 12, 2022 | Bayesian InferenceTime Series | —Unverified | 0 |
| Self-supervised Sequential Information Bottleneck for Robust Exploration in Deep Reinforcement Learning | Sep 12, 2022 | Deep Reinforcement LearningEfficient Exploration | —Unverified | 0 |
| An Evaluation of Low Overhead Time Series Preprocessing Techniques for Downstream Machine Learning | Sep 12, 2022 | ClassificationTime Series | —Unverified | 0 |
| Learning domain-specific causal discovery from time series | Sep 12, 2022 | Causal DiscoveryMeta-Learning | —Unverified | 0 |
| Modeling of Political Systems using Wasserstein Gradient Flows | Sep 12, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Uncovering Regions of Maximum Dissimilarity on Random Process Data | Sep 12, 2022 | Bayesian InferencePoint Processes | —Unverified | 0 |
| Testing the martingale difference hypothesis in high dimension | Sep 11, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Yes, DLGM! A novel hierarchical model for hazard classification | Sep 10, 2022 | ClassificationTime Series | —Unverified | 0 |
| Symbolic Knowledge Extraction from Opaque Predictors Applied to Cosmic-Ray Data Gathered with LISA Pathfinder | Sep 10, 2022 | PathfinderTime Series | —Unverified | 0 |
| A Comparative Study on Unsupervised Anomaly Detection for Time Series: Experiments and Analysis | Sep 10, 2022 | Anomaly DetectionDiversity | —Unverified | 0 |
| Deep Baseline Network for Time Series Modeling and Anomaly Detection | Sep 10, 2022 | Anomaly DetectionTime Series | —Unverified | 0 |
| Autoencoder Based Iterative Modeling and Multivariate Time-Series Subsequence Clustering Algorithm | Sep 9, 2022 | ClusteringClustering Algorithms Evaluation | CodeCode Available | 1 |
| Valuing Players Over Time | Sep 8, 2022 | Decision MakingTime Series | —Unverified | 0 |
| Assessing Lower Limb Strength using Internet-of-Things Enabled Chair | Sep 8, 2022 | GPUTime Series | —Unverified | 0 |
| W-Transformers : A Wavelet-based Transformer Framework for Univariate Time Series Forecasting | Sep 8, 2022 | Anomaly DetectionRecommendation Systems | CodeCode Available | 1 |