| Enhancing Missing Data Imputation of Non-stationary Signals with Harmonic Decomposition | Sep 8, 2023 | ImputationMissing Values | CodeCode Available | 0 |
| PhysioZoo: The Open Digital Physiological Biomarkers Resource | Sep 7, 2023 | Data VisualizationHeart Rate Variability | —Unverified | 0 |
| Early warning indicators via latent stochastic dynamical systems | Sep 7, 2023 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Spatial encoding of BOLD fMRI time series for categorizing static images across visual datasets: A pilot study on human vision | Sep 7, 2023 | Image CategorizationMulti-class Classification | CodeCode Available | 0 |
| DTW+S: Shape-based Comparison of Time-series with Ordered Local Trend | Sep 7, 2023 | ClusteringDynamic Time Warping | —Unverified | 0 |
| TSGBench: Time Series Generation Benchmark | Sep 7, 2023 | Anomaly DetectionData Augmentation | CodeCode Available | 1 |
| AnoViz: A Visual Inspection Tool of Anomalies in Multivariate Time Series | Sep 6, 2023 | Time Series | CodeCode Available | 0 |
| Enhancing Asynchronous Time Series Forecasting with Contrastive Relational Inference | Sep 6, 2023 | Point ProcessesTime Series | —Unverified | 0 |
| Impression-Informed Multi-Behavior Recommender System: A Hierarchical Graph Attention Approach | Sep 6, 2023 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| SWAP: Exploiting Second-Ranked Logits for Adversarial Attacks on Time Series | Sep 6, 2023 | Time SeriesTime Series Classification | —Unverified | 0 |
| Machine learning of network inference enhancement from noisy measurements | Sep 5, 2023 | Time Series | CodeCode Available | 0 |
| Causal Structure Recovery of Linear Dynamical Systems: An FFT based Approach | Sep 5, 2023 | Causal InferenceGraph Reconstruction | —Unverified | 0 |
| Global Neural Networks and The Data Scaling Effect in Financial Time Series Forecasting | Sep 5, 2023 | Deep LearningEconometrics | CodeCode Available | 0 |
| MA-VAE: Multi-head Attention-based Variational Autoencoder Approach for Anomaly Detection in Multivariate Time-series Applied to Automotive Endurance Powertrain Testing | Sep 5, 2023 | Anomaly DetectionTime Series | CodeCode Available | 1 |
| sasdim: self-adaptive noise scaling diffusion model for spatial time series imputation | Sep 5, 2023 | ImputationTime Series | —Unverified | 0 |
| An LSTM-Based Predictive Monitoring Method for Data with Time-varying Variability | Sep 5, 2023 | Anomaly DetectionPrediction Intervals | —Unverified | 0 |
| Encoding Seasonal Climate Predictions for Demand Forecasting with Modular Neural Network | Sep 5, 2023 | Demand ForecastingTime Series | —Unverified | 0 |
| Communication-Efficient Design of Learning System for Energy Demand Forecasting of Electrical Vehicles | Sep 4, 2023 | Demand ForecastingFederated Learning | CodeCode Available | 0 |
| Rail Crack Propagation Forecasting Using Multi-horizons RNNs | Sep 4, 2023 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Multidomain transformer-based deep learning for early detection of network intrusion | Sep 3, 2023 | Intrusion DetectionNetwork Intrusion Detection | —Unverified | 0 |
| Short-term power load forecasting method based on CNN-SAEDN-Res | Sep 2, 2023 | DecoderLoad Forecasting | —Unverified | 0 |
| A hidden Markov model for statistical arbitrage in international crude oil futures markets | Sep 2, 2023 | Time Series | —Unverified | 0 |
| Network Topology Inference with Sparsity and Laplacian Constraints | Sep 2, 2023 | Time Series | —Unverified | 0 |
| Time Series Analysis of Urban Liveability | Sep 1, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Curating Naturally Adversarial Datasets for Learning-Enabled Medical Cyber-Physical Systems | Sep 1, 2023 | Time Series | CodeCode Available | 0 |