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| Finding Motif Sets in Time Series | Jul 14, 2014 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| CLPVG: Circular limited penetrable visibility graph as a new network model for time series | Mar 1, 2021 | ClusteringEEG | —Unverified | 0 | 0 |
| Approximating DTW with a convolutional neural network on EEG data | Jan 30, 2023 | Anomaly DetectionComputational Efficiency | —Unverified | 0 | 0 |
| A Kalman Filter Framework for Resolving 3D Displacement Field Time Series By Combining Multitrack Multitemporal InSAR and GNSS Horizontal Velocities | Mar 7, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Finding Short Signals in Long Irregular Time Series with Continuous-Time Attention Policy Networks | Feb 8, 2023 | ImputationIrregular Time Series | —Unverified | 0 | 0 |
| Finding the DeepDream for Time Series: Activation Maximization for Univariate Time Series | Aug 20, 2024 | Decision MakingTime Series | —Unverified | 0 | 0 |
| Fast Transient Stability Prediction Using Grid-informed Temporal and Topological Embedding Deep Neural Network | Jan 23, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Fast Training Algorithms for Deep Convolutional Fuzzy Systems with Application to Stock Index Prediction | Dec 7, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Fine-grained Pattern Matching Over Streaming Time Series | Oct 27, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Cloud Cover Nowcasting with Deep Learning | Sep 24, 2020 | Deep LearningImage Segmentation | —Unverified | 0 | 0 |
| Fine-Tuning Foundation Models with Federated Learning for Privacy Preserving Medical Time Series Forecasting | Feb 13, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Fine-Tuning Pre-trained Large Time Series Models for Prediction of Wind Turbine SCADA Data | Nov 30, 2024 | PredictionTime Series | —Unverified | 0 | 0 |
| Fast strategies for multi-temporal speckle reduction of Sentinel-1 GRD images | Jul 22, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Fast Stability Scanning for Future Grid Scenario Analysis | Dec 14, 2016 | Clusteringfeature selection | —Unverified | 0 | 0 |
| Approximate Probabilistic Inference for Time-Series Data A Robust Latent Gaussian Model With Temporal Awareness | Nov 14, 2024 | Time Series | —Unverified | 0 | 0 |
| Fingerprint Presentation Attack Detection utilizing Time-Series, Color Fingerprint Captures | Apr 8, 2021 | Feature EngineeringGeneral Classification | —Unverified | 0 | 0 |
| Fast-Slow Streamflow Model Using Mass-Conserving LSTM | Jul 13, 2021 | modelTime Series | —Unverified | 0 | 0 |
| FinTSBridge: A New Evaluation Suite for Real-world Financial Prediction with Advanced Time Series Models | Mar 10, 2025 | Time SeriesTime Series Forecasting | —Unverified | 0 | 0 |
| Fast Saturating Gate for Learning Long Time Scales with Recurrent Neural Networks | Oct 4, 2022 | Computational EfficiencyTime Series | —Unverified | 0 | 0 |
| Fast Robust Methods for Singular State-Space Models | Mar 7, 2018 | State Space ModelsTime Series | —Unverified | 0 | 0 |
| Fitting Sparse Markov Models to Categorical Time Series Using Regularization | Feb 11, 2022 | Model SelectionTime Series | —Unverified | 0 | 0 |
| Fast Partial Fourier Transform | Aug 28, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Fixation-based Self-calibration for Eye Tracking in VR Headsets | Nov 1, 2023 | Time Series | —Unverified | 0 | 0 |
| FIXED: Frustratingly Easy Domain Generalization with Mixup | Nov 7, 2022 | Domain Generalizationimage-classification | —Unverified | 0 | 0 |
| Fixing the Pitfalls of Probabilistic Time-Series Forecasting Evaluation by Kernel Quadrature | Mar 8, 2025 | Probabilistic Time Series ForecastingTime Series | —Unverified | 0 | 0 |
| Closed-form Inference and Prediction in Gaussian Process State-Space Models | Dec 10, 2018 | FormState Space Models | —Unverified | 0 | 0 |
| Approximate Newton-based statistical inference using only stochastic gradients | May 23, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Fast Online Changepoint Detection | Feb 6, 2024 | regressionTime Series | —Unverified | 0 | 0 |
| Flexible conditional density estimation for time series | Jan 23, 2023 | Density Estimationregression | —Unverified | 0 | 0 |
| Fast nonparametric clustering of structured time-series | Jan 8, 2014 | ClusteringNonparametric Clustering | —Unverified | 0 | 0 |
| Fast Inference for Quantile Regression with Tens of Millions of Observations | Sep 29, 2022 | quantile regressionregression | —Unverified | 0 | 0 |
| Fast Gibbs sampling for the local and global trend Bayesian exponential smoothing model | Jun 29, 2024 | Time Series | —Unverified | 0 | 0 |
| Fast Function to Function Regression | Oct 27, 2014 | regressionTime Series | —Unverified | 0 | 0 |
| FastFlow: Early Yet Robust Network Flow Classification using the Minimal Number of Time-Series Packets | Apr 2, 2025 | ClassificationTime Series | —Unverified | 0 | 0 |
| Click-Based Student Performance Prediction: A Clustering Guided Meta-Learning Approach | Oct 28, 2021 | ClusteringMeta-Learning | —Unverified | 0 | 0 |
| Flow-based Conformal Prediction for Multi-dimensional Time Series | Feb 8, 2025 | Conformal PredictionPrediction | —Unverified | 0 | 0 |
| Flow Forecast: A deep learning for time series forecasting, classification, and anomaly detection framework built in PyTorch | Jan 18, 2021 | Anomaly DetectionTime Series | —Unverified | 0 | 0 |
| Approximate Extraction of Late-Time Returns via Morphological Component Analysis | Aug 11, 2022 | Image ReconstructionTime Series | —Unverified | 0 | 0 |
| Approximate Collapsed Gibbs Clustering with Expectation Propagation | Jul 19, 2018 | ClusteringTime Series | —Unverified | 0 | 0 |
| FlowScope: Enhancing Decision Making by Time Series Forecasting based on Prediction Optimization using HybridFlow Forecast Framework | Nov 16, 2024 | Decision MakingState Space Models | —Unverified | 0 | 0 |
| FMamba: Mamba based on Fast-attention for Multivariate Time-series Forecasting | Jul 20, 2024 | MambaMultivariate Time Series Forecasting | —Unverified | 0 | 0 |
| Adaptive hedging horizon and hedging performance estimation | Feb 1, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| 30m resolution Global Annual Burned Area Mapping based on Landsat images and Google Earth Engine | May 7, 2018 | Fire DetectionTime Series | —Unverified | 0 | 0 |
| Faster than LASER -- Towards Stream Reasoning with Deep Neural Networks | Jun 15, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| CLeaRForecast: Contrastive Learning of High-Purity Representations for Time Series Forecasting | Dec 10, 2023 | Contrastive LearningRepresentation Learning | —Unverified | 0 | 0 |
| Focusing on What is Relevant: Time-Series Learning and Understanding using Attention | Jun 22, 2018 | General ClassificationTime Series | —Unverified | 0 | 0 |
| Folded Graph Signals: Sensing with Unlimited Dynamic Range | Jan 20, 2020 | Graph SamplingTime Series | —Unverified | 0 | 0 |
| Fast dynamic time warping and clustering in C++ | Jul 10, 2023 | ClusteringDynamic Time Warping | —Unverified | 0 | 0 |
| Class-Specific Attention (CSA) for Time-Series Classification | Nov 19, 2022 | ClassificationTime Series | —Unverified | 0 | 0 |