| EffiCANet: Efficient Time Series Forecasting with Convolutional Attention | Nov 7, 2024 | Computational EfficiencyTime Series | —Unverified | 0 |
| Series-to-Series Diffusion Bridge Model | Nov 7, 2024 | modelTime Series | —Unverified | 0 |
| From CNN to CNN + RNN: Adapting Visualization Techniques for Time-Series Anomaly Detection | Nov 7, 2024 | Anomaly DetectionDecision Making | —Unverified | 0 |
| Which bits went where? Past and future transfer entropy decomposition with the information bottleneck | Nov 7, 2024 | Time Series | —Unverified | 0 |
| FLEXtime: Filterbank learning to explain time series | Nov 6, 2024 | EEGTime Series | CodeCode Available | 0 |
| Supervised Autoencoders with Fractionally Differentiated Features and Triple Barrier Labelling Enhance Predictions on Noisy Data | Nov 6, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Fully Automated Correlated Time Series Forecasting in Minutes | Nov 6, 2024 | Correlated Time Series ForecastingTime Series | —Unverified | 0 |
| Robust Real-Time Mortality Prediction in the Intensive Care Unit using Temporal Difference Learning | Nov 6, 2024 | Irregular Time SeriesMortality Prediction | CodeCode Available | 0 |
| Towards Resource-Efficient Federated Learning in Industrial IoT for Multivariate Time Series Analysis | Nov 6, 2024 | Anomaly DetectionFederated Learning | —Unverified | 0 |
| An Experimental Study on Decomposition-Based Deep Ensemble Learning for Traffic Flow Forecasting | Nov 6, 2024 | Deep LearningEnsemble Learning | —Unverified | 0 |
| Utilizing RNN for Real-time Cryptocurrency Price Prediction and Trading Strategy Optimization | Nov 5, 2024 | PredictionTime Series | CodeCode Available | 0 |
| Upcycling Human Excrement: The Gut Microbiome to Soil Microbiome Axis | Nov 5, 2024 | ManagementTime Series | —Unverified | 0 |
| Multi-Scale Temporal Analysis for Failure Prediction in Energy Systems | Nov 5, 2024 | Time Series | —Unverified | 0 |
| Beyond the Traditional VIX: A Novel Approach to Identifying Uncertainty Shocks in Financial Markets | Nov 5, 2024 | Time Series | —Unverified | 0 |
| Energy Price Modelling: A Comparative Evaluation of four Generations of Forecasting Methods | Nov 5, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Enhanced Real-Time Threat Detection in 5G Networks: A Self-Attention RNN Autoencoder Approach for Spectral Intrusion Analysis | Nov 5, 2024 | Anomaly DetectionComputational Efficiency | —Unverified | 0 |
| A Mamba Foundation Model for Time Series Forecasting | Nov 5, 2024 | Mambamodel | —Unverified | 0 |
| A scalable generative model for dynamical system reconstruction from neuroimaging data | Nov 5, 2024 | State Space ModelsTime Series | CodeCode Available | 0 |
| IMUDiffusion: A Diffusion Model for Multivariate Time Series Synthetisation for Inertial Motion Capturing Systems | Nov 5, 2024 | DiversityTime Series | —Unverified | 0 |
| Compositional simulation-based inference for time series | Nov 5, 2024 | Bayesian InferenceEpidemiology | CodeCode Available | 0 |
| Analyzing Poverty through Intra-Annual Time-Series: A Wavelet Transform Approach | Nov 5, 2024 | Earth ObservationTime Series | —Unverified | 0 |
| Formal Logic-guided Robust Federated Learning against Poisoning Attacks | Nov 5, 2024 | Federated LearningFormal Logic | —Unverified | 0 |
| Time-Causal VAE: Robust Financial Time Series Generator | Nov 5, 2024 | DecoderStochastic Optimization | CodeCode Available | 1 |
| Advancing Cyber-Attack Detection in Power Systems: A Comparative Study of Machine Learning and Graph Neural Network Approaches | Nov 4, 2024 | Anomaly DetectionCyber Attack Detection | —Unverified | 0 |
| See it, Think it, Sorted: Large Multimodal Models are Few-shot Time Series Anomaly Analyzers | Nov 4, 2024 | Anomaly DetectionFeature Engineering | —Unverified | 0 |