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| Transformers with Attentive Federated Aggregation for Time Series Stock Forecasting | Jan 22, 2024 | Decision MakingFederated Learning | —Unverified | 0 |
| Analyzing the Impact of Financial Inclusion on Economic Growth in Bangladesh | Jan 21, 2024 | Time Series | —Unverified | 0 |
| DACR: Distribution-Augmented Contrastive Reconstruction for Time-Series Anomaly Detection | Jan 20, 2024 | Anomaly DetectionContrastive Learning | —Unverified | 0 |
| Learning-assisted Stochastic Capacity Expansion Planning: A Bayesian Optimization Approach | Jan 19, 2024 | Bayesian OptimizationStochastic Optimization | —Unverified | 0 |
| Data Augmentation for Traffic Classification | Jan 19, 2024 | BenchmarkingClassification | —Unverified | 0 |
| Optimizing Medication Decisions for Patients with Atrial Fibrillation through Path Development Network | Jan 18, 2024 | SpecificityTime Series | —Unverified | 0 |
| Machine learning approach to detect dynamical states from recurrence measures | Jan 18, 2024 | Time SeriesTime Series Analysis | —Unverified | 0 |
| MELODY: Robust Semi-Supervised Hybrid Model for Entity-Level Online Anomaly Detection with Multivariate Time Series | Jan 18, 2024 | Anomaly DetectionTime Series | —Unverified | 0 |
| Deep Generative Modeling for Financial Time Series with Application in VaR: A Comparative Review | Jan 18, 2024 | DecoderTime Series | —Unverified | 0 |
| Deep Dict: Deep Learning-based Lossy Time Series Compressor for IoT Data | Jan 18, 2024 | Time Series | —Unverified | 0 |
| Conditional Information Bottleneck Approach for Time Series Imputation | Jan 16, 2024 | ImputationTime Series | —Unverified | 0 |
| PUPAE: Intuitive and Actionable Explanations for Time Series Anomalies | Jan 16, 2024 | Anomaly Detectioncounterfactual | —Unverified | 0 |
| SpecSTG: A Fast Spectral Diffusion Framework for Probabilistic Spatio-Temporal Traffic Forecasting | Jan 16, 2024 | Time Series | —Unverified | 0 |
| Multifractal organization of EEG signals in Multiple Sclerosis | Jan 16, 2024 | EEGTime Series | —Unverified | 0 |
| Deep Learning-based Group Causal Inference in Multivariate Time-series | Jan 16, 2024 | Causal InferenceDeep Learning | CodeCode Available | 0 |
| Discovery of Generalizable TBI Phenotypes Using Multivariate Time-Series Clustering | Jan 15, 2024 | ClusteringClustering Multivariate Time Series | —Unverified | 0 |
| Imputation with Inter-Series Information from Prototypes for Irregular Sampled Time Series | Jan 14, 2024 | ImputationMemorization | CodeCode Available | 0 |
| Window Stacking Meta-Models for Clinical EEG Classification | Jan 14, 2024 | ClassificationEEG | CodeCode Available | 0 |
| Use of Prior Knowledge to Discover Causal Additive Models with Unobserved Variables and its Application to Time Series Data | Jan 14, 2024 | Additive modelsCausal Discovery | —Unverified | 0 |
| A Physics-informed machine learning model for time-dependent wave runup prediction | Jan 12, 2024 | Computational EfficiencyGenerative Adversarial Network | —Unverified | 0 |
| Domain Adaptation for Time series Transformers using One-step fine-tuning | Jan 12, 2024 | Domain AdaptationTime Series | —Unverified | 0 |
| Multicriteria decision support employing adaptive prediction in a tensor-based feature representation | Jan 12, 2024 | Decision MakingPrediction | CodeCode Available | 0 |
| Graph Spatiotemporal Process for Multivariate Time Series Anomaly Detection with Missing Values | Jan 11, 2024 | Anomaly DetectionMissing Values | CodeCode Available | 0 |
| Time Series Forecasting of HIV/AIDS in the Philippines Using Deep Learning: Does COVID-19 Epidemic Matter? | Jan 11, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 |