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| Classifying Image Sequences of Astronomical Transients with Deep Neural Networks | Apr 28, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Fast and Scalable Distributed Deep Convolutional Autoencoder for fMRI Big Data Analytics | Oct 24, 2017 | blind source separationDictionary Learning | —Unverified | 0 |
| Fast and Simple Optimization for Poisson Likelihood Models | Aug 3, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Fast Automatic Feature Selection for Multi-Period Sliding Window Aggregate in Time Series | Dec 2, 2020 | feature selectionTime Series | —Unverified | 0 |
| Development of A Stochastic Traffic Environment with Generative Time-Series Models for Improving Generalization Capabilities of Autonomous Driving Agents | Jun 10, 2020 | Autonomous DrivingReinforcement Learning (RL) | —Unverified | 0 |
| Fast Convolutive Nonnegative Matrix Factorization Through Coordinate and Block Coordinate Updates | Jun 29, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Development of a Neural Network-based Method for Improved Imputation of Missing Values in Time Series Data by Repurposing DataWig | Aug 18, 2023 | Decision MakingImputation | —Unverified | 0 |
| Development of an Algorithm for Identifying Changes in System Dynamics from Time Series | Jun 28, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Fast dynamic time warping and clustering in C++ | Jul 10, 2023 | ClusteringDynamic Time Warping | —Unverified | 0 |
| Class-Specific Attention (CSA) for Time-Series Classification | Nov 19, 2022 | ClassificationTime Series | —Unverified | 0 |
| Faster than LASER -- Towards Stream Reasoning with Deep Neural Networks | Jun 15, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Joint Data Compression and Time-Delay Estimation Method For Distributed Systems via Extremum Encoding | Apr 14, 2024 | Data CompressionTime Series | —Unverified | 0 |
| CLeaRForecast: Contrastive Learning of High-Purity Representations for Time Series Forecasting | Dec 10, 2023 | Contrastive LearningRepresentation Learning | —Unverified | 0 |
| Beam Prediction based on Large Language Models | Aug 16, 2024 | Beam PredictionPrediction | —Unverified | 0 |
| A New Metric for Lumpy and Intermittent Demand Forecasts: Stock-keeping-oriented Prediction Error Costs | Apr 22, 2020 | PredictionTime Series | —Unverified | 0 |
| Fast Function to Function Regression | Oct 27, 2014 | regressionTime Series | —Unverified | 0 |
| Development and Evaluation of Recurrent Neural Network based Models for Hourly Traffic Volume and AADT Prediction | Aug 15, 2018 | ImputationMissing Values | —Unverified | 0 |
| Fast Gibbs sampling for the local and global trend Bayesian exponential smoothing model | Jun 29, 2024 | Time Series | —Unverified | 0 |
| Detrended partial cross-correlation analysis of two nonstationary time series influenced by common external forces | Apr 15, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Fast nonparametric clustering of structured time-series | Jan 8, 2014 | ClusteringNonparametric Clustering | —Unverified | 0 |
| Deterministic Reservoir Computing for Chaotic Time Series Prediction | Jan 26, 2025 | PredictionTime Series | —Unverified | 0 |
| Fast Online Changepoint Detection | Feb 6, 2024 | regressionTime Series | —Unverified | 0 |
| Determining the Optimal Number of Clusters for Time Series Datasets with Symbolic Pattern Forest | Oct 1, 2023 | ClusteringTime Series | —Unverified | 0 |
| BayesLDM: A Domain-Specific Language for Probabilistic Modeling of Longitudinal Data | Sep 12, 2022 | Bayesian InferenceTime Series | —Unverified | 0 |