| IMG-NILM: A Deep learning NILM approach using energy heatmaps | Jul 12, 2022 | Deep LearningNon-Intrusive Load Monitoring | —Unverified | 0 | 0 |
| Daily Middle-Term Probabilistic Forecasting of Power Consumption in North-East England | May 26, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| DAE : Discriminatory Auto-Encoder for multivariate time-series anomaly detection in air transportation | Sep 8, 2021 | Anomaly DetectionTime Series | —Unverified | 0 | 0 |
| Interpretable Classification of Early Stage Parkinson's Disease from EEG | Jan 20, 2023 | ClassificationEEG | —Unverified | 0 | 0 |
| Imbalanced Aircraft Data Anomaly Detection | May 17, 2023 | Anomaly DetectionTime Series | —Unverified | 0 | 0 |
| DACR: Distribution-Augmented Contrastive Reconstruction for Time-Series Anomaly Detection | Jan 20, 2024 | Anomaly DetectionContrastive Learning | —Unverified | 0 | 0 |
| Imaging the time series of one single referenced EEG electrode for Epileptic Seizures Risk Analysis | Jun 29, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Image Transformation for IoT Time-Series Data: A Review | Nov 21, 2023 | Time SeriesTime Series Classification | —Unverified | 0 | 0 |
| A Time Series Approach to Explainability for Neural Nets with Applications to Risk-Management and Fraud Detection | Dec 6, 2022 | Explainable Artificial Intelligence (XAI)Fraud Detection | —Unverified | 0 | 0 |
| Analysing Multi-Task Regression via Random Matrix Theory with Application to Time Series Forecasting | Jun 14, 2024 | Hyperparameter OptimizationMulti-Task Learning | —Unverified | 0 | 0 |
| A Deep Learning Approach for Motion Forecasting Using 4D OCT Data | Apr 21, 2020 | Deep LearningMotion Compensation | —Unverified | 0 | 0 |
| A Comparative Study: Adaptive Fuzzy Inference Systems for Energy Prediction in Urban Buildings | Sep 24, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Solar Active Regions Detection Via 2D Circular Kernel Time Series Transformation, Entropy and Machine Learning Approach | Jun 14, 2023 | feature selectionTime Series | —Unverified | 0 | 0 |
| Image Processing Tools for Financial Time Series Classification | Aug 13, 2020 | BIG-bench Machine LearningClassification | —Unverified | 0 | 0 |
| D3FL: Data Distribution and Detrending for Robust Federated Learning in Non-linear Time-series Data | Jul 15, 2025 | Federated LearningTime Series | —Unverified | 0 | 0 |
| Image Embedding of PMU Data for Deep Learning towards Transient Disturbance Classification | Dec 22, 2018 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| Image-based Data Representations of Time Series: A Comparative Analysis in EEG Artifact Detection | Dec 21, 2023 | Artifact DetectionEEG | —Unverified | 0 | 0 |
| A Time Series Analysis of Emotional Loading in Central Bank Statements | Nov 26, 2019 | Emotion RecognitionTime Series | —Unverified | 0 | 0 |
| IMAFD: An Interpretable Multi-stage Approach to Flood Detection from time series Multispectral Data | May 13, 2024 | Anomaly DetectionChange Detection | —Unverified | 0 | 0 |
| IIT-GAN: Irregular and Intermittent Time-series Synthesis with Generative Adversarial Networks | Sep 29, 2021 | Missing ValuesTime Series | —Unverified | 0 | 0 |
| D2Vformer: A Flexible Time Series Prediction Model Based on Time Position Embedding | Sep 17, 2024 | PositionTime Series | —Unverified | 0 | 0 |
| IIP-Mixer:Intra-Inter Patch Mixing Architecture for Battery Remaining Useful Life Prediction | Mar 27, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 | 0 |
| Cyclocopula Technique to Study the Relationship Between Two Cyclostationary Time Series with Fractional Brownian Motion Errors | Jun 16, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| A Time Series Analysis-Based Stock Price Prediction Using Machine Learning and Deep Learning Models | Apr 17, 2020 | BIG-bench Machine Learningregression | —Unverified | 0 | 0 |
| An Alternate View on Optimal Filtering in an RKHS | Dec 19, 2023 | Time SeriesTime Series Prediction | —Unverified | 0 | 0 |