| Hybrid Variational Autoencoder for Time Series Forecasting | Mar 13, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Rhino: Deep Causal Temporal Relationship Learning With History-dependent Noise | Oct 26, 2022 | Causal DiscoveryTime Series | —Unverified | 0 |
| RHiOTS: A Framework for Evaluating Hierarchical Time Series Forecasting Algorithms | Aug 6, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Ridge Regression for Manifold-valued Time-Series with Application to Meteorological Forecast | Nov 27, 2024 | regressionTime Series | —Unverified | 0 |
| Metaheuristics optimized feedforward neural networks for efficient stock price prediction | Jun 23, 2019 | Decision MakingStock Price Prediction | —Unverified | 0 |
| Riemannian-geometry-based modeling and clustering of network-wide non-stationary time series: The brain-network case | Jan 26, 2017 | ClusteringTime Series | —Unverified | 0 |
| Crowdfunding Dynamics Tracking: A Reinforcement Learning Approach | Dec 27, 2019 | continuous-controlContinuous Control | —Unverified | 0 |
| Riemannian Prediction of Anatomical Diagnoses in Congenital Heart Disease based on 12-lead ECGs | Nov 27, 2023 | PrognosisTime Series | —Unverified | 0 |
| Filtered not Mixed: Stochastic Filtering-Based Online Gating for Mixture of Large Language Models | Jun 5, 2024 | Mixture-of-ExpertsTime Series | —Unverified | 0 |
| CNN-Based Structural Damage Detection using Time-Series Sensor Data | Nov 7, 2023 | Structural Health MonitoringTime Series | —Unverified | 0 |
| Hybrid State Space-based Learning for Sequential Data Prediction with Joint Optimization | Sep 19, 2023 | Feature EngineeringTime Series | —Unverified | 0 |
| Cross-user activity recognition via temporal relation optimal transport | Mar 12, 2024 | Activity RecognitionDomain Adaptation | —Unverified | 0 |
| A tail dependence-based MST and their topological indicators in modelling systemic risk in the European insurance sector | Mar 10, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| RiskLabs: Predicting Financial Risk Using Large Language Model based on Multimodal and Multi-Sources Data | Apr 11, 2024 | Binary ClassificationLanguage Modeling | —Unverified | 0 |
| Risk-Sensitive Diffusion: Robustly Optimizing Diffusion Models with Noisy Samples | Feb 3, 2024 | Image GenerationTime Series | —Unverified | 0 |
| RLAD: Time Series Anomaly Detection through Reinforcement Learning and Active Learning | Mar 31, 2021 | Active LearningAnomaly Detection | —Unverified | 0 |
| RNN-based Early Cyber-Attack Detection for the Tennessee Eastman Process | Sep 7, 2017 | Cyber Attack DetectionFault Detection | —Unverified | 0 |
| RNN-BOF: A Multivariate Global Recurrent Neural Network for Binary Outcome Forecasting of Inpatient Aggression | Dec 2, 2023 | Time Series | —Unverified | 0 |
| Role of Mixup in Topological Persistence Based Knowledge Distillation for Wearable Sensor Data | Feb 2, 2025 | Data AugmentationKnowledge Distillation | —Unverified | 0 |
| Hybrid Neural Networks for Learning the Trend in Time Series | Jul 1, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Road Surface Friction Prediction Using Long Short-Term Memory Neural Network Based on Historical Data | Nov 1, 2019 | Decision MakingFriction | —Unverified | 0 |
| Robust and efficient change point detection using novel multivariate rank-energy GoF test | Oct 29, 2021 | Change Point DetectionTime Series | —Unverified | 0 |
| Robust and Explainable Autoencoders for Unsupervised Time Series Outlier Detection---Extended Version | Apr 7, 2022 | Outlier DetectionTime Series | —Unverified | 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 |
| A system identification approach to clustering vector autoregressive time series | May 20, 2025 | ClusteringTime Series | —Unverified | 0 |
| Hybrid Model for Anomaly Detection on Call Detail Records by Time Series Forecasting | Jun 7, 2020 | Anomaly DetectionTime Series | —Unverified | 0 |
| Robust Anomaly Detection for Time-series Data | Feb 6, 2022 | Anomaly DetectionTime Series | —Unverified | 0 |
| Robust Audio Anomaly Detection | Feb 3, 2022 | Anomaly DetectionTime Series | —Unverified | 0 |
| Hybrid Memoised Wake-Sleep: Approximate Inference at the Discrete-Continuous Interface | Jul 4, 2021 | Scene UnderstandingTime Series | —Unverified | 0 |
| Robust Augmentation for Multivariate Time Series Classification | Jan 27, 2022 | ClassificationTime Series | —Unverified | 0 |
| Cross-Recurrence Quantification Analysis of Categorical and Continuous Time Series: an R package | Oct 1, 2013 | Computational EfficiencyTime Series | —Unverified | 0 |
| Robust Constrained Multi-objective Evolutionary Algorithm based on Polynomial Chaos Expansion for Trajectory Optimization | May 23, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Robust Detection of Lead-Lag Relationships in Lagged Multi-Factor Models | May 11, 2023 | ClusteringTime Series | —Unverified | 0 |
| Robust Domain-Free Domain Generalization with Class-aware Alignment | Feb 17, 2021 | Domain Generalizationimage-classification | —Unverified | 0 |
| Robust Dominant Periodicity Detection for Time Series with Missing Data | Mar 6, 2023 | Missing ValuesTime Series | —Unverified | 0 |
| Robust Estimation in Network Vector Autoregression with Nonstationary Regressors | Jan 8, 2024 | Time SeriesUnity | —Unverified | 0 |
| Robust Estimation of Realized Correlation: New Insight about Intraday Fluctuations in Market Betas | Oct 30, 2023 | Time Series | —Unverified | 0 |
| A Basic Recurrent Neural Network Model | Dec 29, 2016 | modelTime Series | —Unverified | 0 |
| Hybridization of Persistent Homology with Neural Networks for Time-Series Prediction: A Case Study in Wave Height | Sep 3, 2024 | Feature EngineeringTime Series | —Unverified | 0 |
| Robust Forecasting for Robotic Control: A Game-Theoretic Approach | Sep 22, 2022 | Self-Driving CarsTime Series | —Unverified | 0 |
| Robust Group Subspace Recovery: A New Approach for Multi-Modality Data Fusion | Jun 18, 2020 | ClusteringTime Series | —Unverified | 0 |
| Robust guarantees for learning an autoregressive filter | May 23, 2019 | Reinforcement LearningTime Series | —Unverified | 0 |
| Robustifying Markowitz | Dec 28, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Financial Trading Model with Stock Bar Chart Image Time Series with Deep Convolutional Neural Networks | Mar 11, 2019 | Algorithmic TradingTime Series | —Unverified | 0 |
| Robust Learning of Deep Time Series Anomaly Detection Models with Contaminated Training Data | Aug 3, 2022 | Anomaly DetectionTime Series | —Unverified | 0 |
| FinBERT-BiLSTM: A Deep Learning Model for Predicting Volatile Cryptocurrency Market Prices Using Market Sentiment Dynamics | Nov 2, 2024 | Sentiment AnalysisTime Series | —Unverified | 0 |
| A Comparative Analysis of Forecasting Financial Time Series Using ARIMA, LSTM, and BiLSTM | Nov 21, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Robust M-Estimation for Additive Single-Index Cointegrating Time Series Models | Jan 16, 2023 | parameter estimationTime Series | —Unverified | 0 |
| Cognitive forces shape the dynamics of word usage across multiple languages | Jan 12, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Hybridization of Capsule and LSTM Networks for unsupervised anomaly detection on multivariate data | Feb 11, 2022 | Anomaly DetectionChange Point Detection | —Unverified | 0 |