| Devil in the Detail: Attack Scenarios in Industrial Applications | May 24, 2019 | Anomaly DetectionTime Series | —Unverified | 0 |
| Factor-augmented sparse MIDAS regressions with an application to nowcasting | Jun 23, 2023 | Dimensionality Reductionregression | —Unverified | 0 |
| AI-Powered Predictions for Electricity Load in Prosumer Communities | Feb 21, 2024 | Load Forecastingregression | —Unverified | 0 |
| Adaptive Forecasting of Non-Stationary Nonlinear Time Series Based on the Evolving Weighted Neuro-Neo-Fuzzy-ANARX-Model | Oct 20, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Factorized Inference in Deep Markov Models for Incomplete Multimodal Time Series | May 30, 2019 | State Space ModelsTime Series | —Unverified | 0 |
| Factor Network Autoregressions | Aug 4, 2022 | Dimensionality ReductionTime Series | —Unverified | 0 |
| Fading of collective attention shapes the evolution of linguistic variants | Nov 20, 2018 | FormTime Series | —Unverified | 0 |
| FAF: A Feature-Adaptive Framework for Few-Shot Time Series Forecasting | Jun 24, 2025 | Meta-LearningTime Series | —Unverified | 0 |
| Failure Analysis on Multivariate Time-series Data given Uncertain Labels | Jul 20, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Application of Machine Learning to accidents detection at directional drilling | Jun 6, 2019 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| Fairness Hub Technical Briefs: Definition and Detection of Distribution Shift | May 23, 2024 | FairnessTime Series | —Unverified | 0 |
| Fairness in Forecasting and Learning Linear Dynamical Systems | Jun 12, 2020 | FairnessTime Series | —Unverified | 0 |
| Classification of Stochastic Processes with Topological Data Analysis | Jun 8, 2022 | ClassificationTime Series | —Unverified | 0 |
| Forecasting Market Prices using DL with Data Augmentation and Meta-learning: ARIMA still wins! | Oct 19, 2021 | Data AugmentationDeep Learning | —Unverified | 0 |
| Fall Detection using Knowledge Distillation Based Long short-term memory for Offline Embedded and Low Power Devices | Aug 24, 2023 | Knowledge DistillationTime Series | —Unverified | 0 |
| Applying Regression Conformal Prediction with Nearest Neighbors to time series data | Oct 25, 2021 | Conformal PredictionPrediction | —Unverified | 0 |
| Applying SVGD to Bayesian Neural Networks for Cyclical Time-Series Prediction and Inference | Jan 17, 2019 | regressionSensitivity | —Unverified | 0 |
| FAR-Trans: An Investment Dataset for Financial Asset Recommendation | Jul 11, 2024 | Recommendation SystemsTime Series | —Unverified | 0 |
| Forecasting Monthly Residential Natural Gas Demand Using Just-In-Time-Learning Modeling | Feb 28, 2025 | GPRTime Series | —Unverified | 0 |
| Fast Active Set Methods for Online Spike Inference from Calcium Imaging | Dec 1, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Compressed Factorization: Fast and Accurate Low-Rank Factorization of Compressively-Sensed Data | Jun 25, 2017 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Classifiers With a Reject Option for Early Time-Series Classification | Dec 14, 2013 | ClassificationDecision Making | —Unverified | 0 |
| Fast and Consistent Learning of Hidden Markov Models by Incorporating Non-Consecutive Correlations | Jan 1, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Fast and interpretable electricity consumption scenario generation for individual consumers | Oct 23, 2024 | Time Series | —Unverified | 0 |
| Forecasting NIFTY 50 benchmark Index using Seasonal ARIMA time series models | Jan 9, 2020 | BenchmarkingTime Series | —Unverified | 0 |
| DeviceScope: An Interactive App to Detect and Localize Appliance Patterns in Electricity Consumption Time Series | Jun 6, 2025 | Time Series | —Unverified | 0 |
| 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 |