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| Kernel Estimation for Panel Data with Heterogeneous Dynamics | May 27, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Ridge Regression for Manifold-valued Time-Series with Application to Meteorological Forecast | Nov 27, 2024 | regressionTime Series | —Unverified | 0 | 0 |
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| DeepHGNN: Study of Graph Neural Network based Forecasting Methods for Hierarchically Related Multivariate Time Series | May 29, 2024 | Graph Neural NetworkTime Series | —Unverified | 0 | 0 |
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| DeepHeteroIoT: Deep Local and Global Learning over Heterogeneous IoT Sensor Data | Mar 29, 2024 | Time SeriesTime Series Classification | —Unverified | 0 | 0 |
| KENN: Enhancing Deep Neural Networks by Leveraging Knowledge for Time Series Forecasting | Feb 8, 2022 | Anomaly DetectionTime Series | —Unverified | 0 | 0 |
| Deep Hedging under Rough Volatility | Feb 3, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Automated Testing of AI Models | Oct 7, 2021 | FairnessSpeech-to-Text | —Unverified | 0 | 0 |
| An Artificial Neural Network-based Stock Trading System Using Technical Analysis and Big Data Framework | Dec 27, 2017 | Stock Price PredictionTime Series | —Unverified | 0 | 0 |
| RiskLabs: Predicting Financial Risk Using Large Language Model based on Multimodal and Multi-Sources Data | Apr 11, 2024 | Binary ClassificationLanguage Modeling | —Unverified | 0 | 0 |
| Admissible Time Series Motif Discovery with Missing Data | Feb 15, 2018 | ClusteringTime Series | —Unverified | 0 | 0 |
| RLAD: Time Series Anomaly Detection through Reinforcement Learning and Active Learning | Mar 31, 2021 | Active LearningAnomaly Detection | —Unverified | 0 | 0 |
| RNN-based Early Cyber-Attack Detection for the Tennessee Eastman Process | Sep 7, 2017 | Cyber Attack DetectionFault Detection | —Unverified | 0 | 0 |
| RNN-BOF: A Multivariate Global Recurrent Neural Network for Binary Outcome Forecasting of Inpatient Aggression | Dec 2, 2023 | Time Series | —Unverified | 0 | 0 |
| KEDformer:Knowledge Extraction Seasonal Trend Decomposition for Long-term Sequence Prediction | Dec 6, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 | 0 |
| KDD CUP 2022 Wind Power Forecasting Team 88VIP Solution | Aug 18, 2022 | Feature EngineeringImputation | —Unverified | 0 | 0 |
| Road Surface Friction Prediction Using Long Short-Term Memory Neural Network Based on Historical Data | Nov 1, 2019 | Decision MakingFriction | —Unverified | 0 | 0 |
| Robust and efficient change point detection using novel multivariate rank-energy GoF test | Oct 29, 2021 | Change Point DetectionTime Series | —Unverified | 0 | 0 |
| Robust and Explainable Autoencoders for Unsupervised Time Series Outlier Detection---Extended Version | Apr 7, 2022 | Outlier DetectionTime Series | —Unverified | 0 | 0 |
| Robust and fast heart rate variability analysis of long and noisy electrocardiograms using neural networks and images | Feb 16, 2019 | Heart Rate VariabilityTime Series | —Unverified | 0 | 0 |
| Deep Hedging, Generative Adversarial Networks, and Beyond | Mar 5, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |