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| Robust Multivariate Time Series Forecasting against Intra- and Inter-Series Transitional Shift | Jul 18, 2024 | Multivariate Time Series ForecastingTime Series | —Unverified | 0 |
| Finding middle ground? Multi-objective Natural Language Generation from time-series data | Apr 1, 2014 | Text GenerationTime Series | —Unverified | 0 |
| Robustness of sentence length measures in written texts | May 2, 2018 | LemmatizationSentence | —Unverified | 0 |
| Finding Motif Sets in Time Series | Jul 14, 2014 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Time series cluster kernels to exploit informative missingness and incomplete label information | Jul 10, 2019 | Ensemble LearningImputation | —Unverified | 0 |
| Crowdfunding Dynamics Tracking: A Reinforcement Learning Approach | Dec 27, 2019 | continuous-controlContinuous Control | —Unverified | 0 |
| Robust Online Time Series Prediction with Recurrent Neural Networks | Dec 26, 2016 | PredictionTime Series | —Unverified | 0 |
| Robust PCA for Anomaly Detection and Data Imputation in Seasonal Time Series | Aug 3, 2022 | Anomaly DetectionImputation | —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 |
| Robust Projection based Anomaly Extraction (RPE) in Univariate Time-Series | May 31, 2022 | Anomaly DetectionTime Series | —Unverified | 0 |
| Finding Short Signals in Long Irregular Time Series with Continuous-Time Attention Policy Networks | Feb 8, 2023 | ImputationIrregular Time Series | —Unverified | 0 |
| Finding the DeepDream for Time Series: Activation Maximization for Univariate Time Series | Aug 20, 2024 | Decision MakingTime Series | —Unverified | 0 |
| Robust Structured Low-Rank Approximation on the Grassmannian | Jun 12, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 |
| SAMoSSA: Multivariate Singular Spectrum Analysis with Stochastic Autoregressive Noise | May 25, 2023 | Open-Ended Question AnsweringTime Series | —Unverified | 0 |
| Robust Time Series Causal Discovery for Agent-Based Model Validation | Oct 25, 2024 | Causal DiscoveryTime Series | —Unverified | 0 |
| Robust Time Series Chain Discovery with Incremental Nearest Neighbors | Nov 3, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
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| Robust Time Series Dissimilarity Measure for Outlier Detection and Periodicity Detection | Jun 7, 2022 | Dynamic Time WarpingOutlier Detection | —Unverified | 0 |
| Robust Time Series Forecasting with Non-Heavy-Tailed Gaussian Loss-Weighted Sampler | Jun 19, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Robust time series generation via Schrödinger Bridge: a comprehensive evaluation | Mar 4, 2025 | Image GenerationTime Series | —Unverified | 0 |
| Robust Time-Series Retrieval Using Probabilistic Adaptive Segmental Alignment | Sep 26, 2016 | Computational EfficiencyEEG | —Unverified | 0 |
| Robust Trajectory-based Density Estimation for Geometric Structure Recovery: Theory and Applications | Oct 1, 2022 | Activity RecognitionDensity Estimation | —Unverified | 0 |
| Fine-Tuning Foundation Models with Federated Learning for Privacy Preserving Medical Time Series Forecasting | Feb 13, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Hybrid Neural Networks for Learning the Trend in Time Series | Jul 1, 2017 | Time SeriesTime Series Analysis | —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 |
| Hybrid Memoised Wake-Sleep: Approximate Inference at the Discrete-Continuous Interface | Jul 4, 2021 | Scene UnderstandingTime Series | —Unverified | 0 |
| Cross-Recurrence Quantification Analysis of Categorical and Continuous Time Series: an R package | Oct 1, 2013 | Computational EfficiencyTime Series | —Unverified | 0 |
| A Basic Recurrent Neural Network Model | Dec 29, 2016 | modelTime Series | —Unverified | 0 |
| Sample Complexity for Evaluating the Robust Linear Observers Performance under Coprime Factors Uncertainty | Nov 29, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Role of Deep LSTM Neural Networks And WiFi Networks in Support of Occupancy Prediction in Smart Buildings | Nov 28, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Role of Mixup in Topological Persistence Based Knowledge Distillation for Wearable Sensor Data | Feb 2, 2025 | Data AugmentationKnowledge Distillation | —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 |
| A Comparative Analysis of Forecasting Financial Time Series Using ARIMA, LSTM, and BiLSTM | Nov 21, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Room to Glo: A Systematic Comparison of Semantic Change Detection Approaches with Word Embeddings | Nov 1, 2019 | Change DetectionTime Series | —Unverified | 0 |
| Hybridization of Capsule and LSTM Networks for unsupervised anomaly detection on multivariate data | Feb 11, 2022 | Anomaly DetectionChange Point Detection | —Unverified | 0 |
| Hybrid Gradient Boosting Trees and Neural Networks for Forecasting Operating Room Data | Jan 23, 2018 | Representation LearningTime Series | —Unverified | 0 |
| A Systematic Review for Transformer-based Long-term Series Forecasting | Oct 31, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Sales Time Series Analytics Using Deep Q-Learning | Jan 6, 2022 | Active LearningDecision Making | —Unverified | 0 |
| Hybrid Forecasting of Chaotic Processes: Using Machine Learning in Conjunction with a Knowledge-Based Model | Mar 9, 2018 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| ROSE: Register Assisted General Time Series Forecasting with Decomposed Frequency Learning | May 24, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| RotLSTM: Rotating Memories in Recurrent Neural Networks | May 1, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| RotNet: Fast and Scalable Estimation of Stellar Rotation Periods Using Convolutional Neural Networks | Dec 2, 2020 | Feature EngineeringTime Series | —Unverified | 0 |
| Rough Transformers for Continuous and Efficient Time-Series Modelling | Mar 15, 2024 | Time Series | —Unverified | 0 |
| Cross-Modal Virtual Sensing for Combustion Instability Monitoring | Oct 4, 2021 | DecoderTime Series | —Unverified | 0 |
| Rough volatility of Bitcoin | Apr 28, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Systematic Literature Review of Spatio-Temporal Graph Neural Network Models for Time Series Forecasting and Classification | Oct 29, 2024 | Graph Neural NetworkSystematic Literature Review | —Unverified | 0 |