| Fast fitting of neural ordinary differential equations by Bayesian neural gradient matching to infer ecological interactions from time series data | Sep 13, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Fast ES-RNN: A GPU Implementation of the ES-RNN Algorithm | Jul 7, 2019 | GPUTime Series | CodeCode Available | 0 |
| Recovery of Future Data via Convolution Nuclear Norm Minimization | Sep 6, 2019 | compressed sensingTime Series | CodeCode Available | 0 |
| Recovering the Graph Underlying Networked Dynamical Systems under Partial Observability: A Deep Learning Approach | Aug 8, 2022 | Causal InferenceTime Series | CodeCode Available | 0 |
| Faster Training of Neural ODEs Using Gauß-Legendre Quadrature | Aug 21, 2023 | Time Series | CodeCode Available | 0 |
| Quantum open system identification via global optimization: Optimally accurate Markovian models of open systems from time-series data | Mar 31, 2022 | global-optimizationTime Series | CodeCode Available | 0 |
| RecovDB: accurate and efficient missing blocks recovery for large time series | Apr 8, 2019 | Missing ValuesTime Series | CodeCode Available | 0 |
| Faster Retrieval with a Two-Pass Dynamic-Time-Warping Lower Bound | Nov 20, 2008 | Dynamic Time WarpingRetrieval | CodeCode Available | 0 |
| Reconstructing large networks with time-varying interactions | Feb 8, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Reconstructing shared dynamics with a deep neural network | May 5, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Fast and Robust Video-Based Exercise Classification via Body Pose Tracking and Scalable Multivariate Time Series Classifiers | Oct 2, 2022 | Pose EstimationPose Tracking | CodeCode Available | 0 |
| Fast and Robust Online Inference with Stochastic Gradient Descent via Random Scaling | Jun 6, 2021 | EconometricsTime Series | CodeCode Available | 0 |
| Class-Specific Explainability for Deep Time Series Classifiers | Oct 11, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Real-valued (Medical) Time Series Generation with Recurrent Conditional GANs | Jun 8, 2017 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Real Time Trajectory Prediction Using Deep Conditional Generative Models | Sep 9, 2019 | DecoderPrediction | CodeCode Available | 0 |
| Real-time regression analysis with deep convolutional neural networks | May 7, 2018 | Deep Learningregression | CodeCode Available | 0 |
| Fast and Accurate Time Series Classification with WEASEL | Jan 26, 2017 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Real-Time Energy Pricing in New Zealand: An Evolving Stream Analysis | Aug 29, 2024 | Anomaly DetectionDrift Detection | CodeCode Available | 0 |
| FAN: Fatigue-Aware Network for Click-Through Rate Prediction in E-commerce Recommendation | Apr 10, 2023 | Click-Through Rate PredictionTime Series | CodeCode Available | 0 |
| Classification of Time-Series Images Using Deep Convolutional Neural Networks | Oct 2, 2017 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Real-Time Anomaly Detection for Streaming Analytics | Jul 8, 2016 | Anomaly DetectionTime Series | CodeCode Available | 0 |
| False Negative Reduction in Video Instance Segmentation using Uncertainty Estimates | Jun 28, 2021 | Depth EstimationInstance Segmentation | CodeCode Available | 0 |
| Real numbers, data science and chaos: How to fit any dataset with a single parameter | Apr 28, 2019 | BIG-bench Machine LearningTime Series | CodeCode Available | 0 |
| REALM: RAG-Driven Enhancement of Multimodal Electronic Health Records Analysis via Large Language Models | Feb 10, 2024 | Language ModellingLarge Language Model | CodeCode Available | 0 |
| Realization of Causal Representation Learning to Adjust Confounding Bias in Latent Space | Nov 15, 2022 | Causal InferenceRepresentation Learning | CodeCode Available | 0 |
| Fairness in Forecasting of Observations of Linear Dynamical Systems | Sep 12, 2022 | FairnessTime Series | CodeCode Available | 0 |
| Rapid Wildfire Hotspot Detection Using Self-Supervised Learning on Temporal Remote Sensing Data | May 30, 2024 | Self-Supervised LearningTime Series | CodeCode Available | 0 |
| Rapid training of quantum recurrent neural networks | Jul 1, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Classification of Time-Series Data Using Boosted Decision Trees | Oct 1, 2021 | Autonomous DrivingClassification | CodeCode Available | 0 |
| Classification of simulated radio signals using Wide Residual Networks for use in the search for extra-terrestrial intelligence | Mar 23, 2018 | General ClassificationTime Series | CodeCode Available | 0 |
| Approximate Bayesian Computation with Path Signatures | Jun 23, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Random Warping Series: A Random Features Method for Time-Series Embedding | Sep 14, 2018 | ClusteringDynamic Time Warping | CodeCode Available | 0 |
| Factor-Driven Two-Regime Regression | Sep 10, 2020 | regressionTime Series | CodeCode Available | 0 |
| Random Pairwise Shapelets Forest | Mar 19, 2019 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Factor-augmented tree ensembles | Nov 27, 2021 | Ensemble Learningregression | CodeCode Available | 0 |
| Classification of multivariate weakly-labelled time-series with attention | Feb 16, 2021 | ClassificationEEG | CodeCode Available | 0 |
| RandomNet: Clustering Time Series Using Untrained Deep Neural Networks | Aug 15, 2024 | ClusteringTime Series | CodeCode Available | 0 |
| Random Convolution Kernels with Multi-Scale Decomposition for Preterm EEG Inter-burst Detection | Aug 4, 2021 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 |
| Raising the ClaSS of Streaming Time Series Segmentation | Oct 31, 2023 | Change Point DetectionSegmentation | CodeCode Available | 0 |
| Applying Machine Learning to Crowd-sourced Data from Earthquake Detective | Nov 5, 2020 | BIG-bench Machine LearningTime Series | CodeCode Available | 0 |
| QuLTSF: Long-Term Time Series Forecasting with Quantum Machine Learning | Dec 18, 2024 | Quantum Machine LearningTime Series | CodeCode Available | 0 |
| Extracting Relationships by Multi-Domain Matching | Dec 1, 2018 | Domain AdaptationTime Series | CodeCode Available | 0 |
| (Quasi)Periodicity Quantification in Video Data, Using Topology | Apr 26, 2017 | Object TrackingTime Series | CodeCode Available | 0 |
| QBSD: Quartile-Based Seasonality Decomposition for Cost-Effective RAN KPI Forecasting | Jun 9, 2023 | Anomaly DetectionTime Series | CodeCode Available | 0 |
| Quantum Time-Series Learning with Evolutionary Algorithms | Dec 23, 2024 | Evolutionary AlgorithmsTime Series | CodeCode Available | 0 |
| Quantum Observers: A NISQ Hardware Demonstration of Chaotic State Prediction Using Quantum Echo-state Networks | May 11, 2025 | Time Series | CodeCode Available | 0 |
| Extracting Interpretable Local and Global Representations from Attention on Time Series | Sep 16, 2023 | Time Series | CodeCode Available | 0 |
| Quantitative Tools for Time Series Analysis in Natural Language Processing: A Practitioners Guide | Apr 29, 2024 | EconometricsSociology | CodeCode Available | 0 |
| Quantitative Evaluation of Motif Sets in Time Series | Dec 12, 2024 | Time Series | CodeCode Available | 0 |
| Exponentially Weighted Moving Models | Apr 11, 2024 | Time Series | CodeCode Available | 0 |