| Feature-aligned N-BEATS with Sinkhorn divergence | May 24, 2023 | Domain GeneralizationRepresentation Learning | CodeCode Available | 0 | 5 |
| A Temporal Linear Network for Time Series Forecasting | Oct 28, 2024 | Computational EfficiencyInference Optimization | CodeCode Available | 0 | 5 |
| Dynamic financial processes identification using sparse regressive reservoir computers | Oct 18, 2023 | Time Series | CodeCode Available | 0 | 5 |
| BrazilDAM: A Benchmark dataset for Tailings Dam Detection | Mar 17, 2020 | Binary ClassificationClassification | CodeCode Available | 0 | 5 |
| Ensemble Kalman Variational Objectives: Nonlinear Latent Trajectory Inference with A Hybrid of Variational Inference and Ensemble Kalman Filter | Oct 17, 2020 | DiversityState Space Models | CodeCode Available | 0 | 5 |
| Curating Naturally Adversarial Datasets for Learning-Enabled Medical Cyber-Physical Systems | Sep 1, 2023 | Time Series | CodeCode Available | 0 | 5 |
| Ensemble Modeling for Time Series Forecasting: an Adaptive Robust Optimization Approach | Apr 9, 2023 | ManagementTime Series | CodeCode Available | 0 | 5 |
| Enhancing Time Series Momentum Strategies Using Deep Neural Networks | Apr 9, 2019 | PositionTime Series | CodeCode Available | 0 | 5 |
| Enhancing Time Series Forecasting with Fuzzy Attention-Integrated Transformers | Mar 31, 2025 | Anomaly DetectionDecision Making | CodeCode Available | 0 | 5 |
| On Mini-Batch Training with Varying Length Time Series | Dec 13, 2022 | Dynamic Time WarpingTime Series | CodeCode Available | 0 | 5 |
| Breaking the Context Bottleneck on Long Time Series Forecasting | Dec 21, 2024 | Decision MakingTime Series | CodeCode Available | 0 | 5 |
| On Periodicity Detection and Structural Periodic Similarity | Apr 21, 2005 | Anomaly DetectionTime Series | CodeCode Available | 0 | 5 |
| BreizhCrops: A Time Series Dataset for Crop Type Mapping | May 28, 2019 | Crop Type MappingTime Series | CodeCode Available | 0 | 5 |
| Enhancing Visual Inspection Capability of Multi-Modal Large Language Models on Medical Time Series with Supportive Conformalized and Interpretable Small Specialized Models | Jan 27, 2025 | Arrhythmia DetectionConformal Prediction | CodeCode Available | 0 | 5 |
| CSTS: A Benchmark for the Discovery of Correlation Structures in Time Series Clustering | May 20, 2025 | ClusteringClustering Algorithms Evaluation | CodeCode Available | 0 | 5 |
| ATCN: Resource-Efficient Processing of Time Series on Edge | Nov 10, 2020 | General ClassificationHeartbeat Classification | CodeCode Available | 0 | 5 |
| Ensemble Augmentation for Deep Neural Networks Using 1-D Time Series Vibration Data | Aug 6, 2021 | Data AugmentationGenerative Adversarial Network | CodeCode Available | 0 | 5 |
| On the Soundness of XAI in Prognostics and Health Management (PHM) | Apr 24, 2023 | Explainable Artificial Intelligence (XAI)Management | CodeCode Available | 0 | 5 |
| Ensemble of heterogeneous flexible neural trees using multiobjective genetic programming | May 16, 2017 | ClassificationDiversity | CodeCode Available | 0 | 5 |
| Enhancing reliability in prediction intervals using point forecasters: Heteroscedastic Quantile Regression and Width-Adaptive Conformal Inference | Jun 21, 2024 | PredictionPrediction Intervals | CodeCode Available | 0 | 5 |
| Dynamic Neural Fields for Learning Atlases of 4D Fetal MRI Time-series | Nov 6, 2023 | Time Series | CodeCode Available | 0 | 5 |
| Enhancing Multivariate Time Series-based Solar Flare Prediction with Multifaceted Preprocessing and Contrastive Learning | Sep 21, 2024 | Contrastive Learningfeature selection | CodeCode Available | 0 | 5 |
| Enhancing Solar Driver Forecasting with Multivariate Transformers | Jun 22, 2024 | Time Series | CodeCode Available | 0 | 5 |
| Optimal activity and battery scheduling algorithm using load and solar generation forecast | Dec 6, 2021 | Missing ValuesScheduling | CodeCode Available | 0 | 5 |
| Enhancing Glucose Level Prediction of ICU Patients through Hierarchical Modeling of Irregular Time-Series | Nov 3, 2024 | Data IntegrationFeature Engineering | CodeCode Available | 0 | 5 |