| NeuPDE: Neural Network Based Ordinary and Partial Differential Equations for Modeling Time-Dependent Data | Aug 8, 2019 | Image ClassificationTime Series | —Unverified | 0 |
| Edge-Varying Fourier Graph Networks for Multivariate Time Series Forecasting | Oct 6, 2022 | Multivariate Time Series ForecastingTime Series | —Unverified | 0 |
| Imputing Missing Observations with Time Sliced Synthetic Minority Oversampling Technique | Jan 14, 2022 | DecoderImputation | —Unverified | 0 |
| Data-driven modelling of brain activity using neural networks, Diffusion Maps, and the Koopman operator | Apr 24, 2023 | Time Series | —Unverified | 0 |
| Data-Driven Model Identification of Unbalanced Induction Motor Dynamics and Forces using SINDYc | Feb 27, 2025 | Time Series | —Unverified | 0 |
| Neural Causal Discovery with Learnable Input Noise | May 1, 2019 | Causal DiscoveryEEG | —Unverified | 0 |
| ImputeGAP: A Comprehensive Library for Time Series Imputation | Mar 19, 2025 | BenchmarkingImputation | —Unverified | 0 |
| A Transformer-based Framework For Multi-variate Time Series: A Remaining Useful Life Prediction Use Case | Aug 19, 2023 | Time SeriesTime Series Prediction | —Unverified | 0 |
| Neural Chronos ODE: Unveiling Temporal Patterns and Forecasting Future and Past Trends in Time Series Data | Jul 3, 2023 | ImputationTime Series | —Unverified | 0 |
| EEG Signal Dimensionality Reduction and Classification using Tensor Decomposition and Deep Convolutional Neural Networks | Aug 27, 2019 | Dimensionality ReductionEEG | —Unverified | 0 |
| Neural Coarse-Graining: Extracting slowly-varying latent degrees of freedom with neural networks | Sep 1, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Data-driven mapping between functional connectomes using optimal transport | Jul 2, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Analysis of Brain States from Multi-Region LFP Time-Series | Dec 1, 2014 | Gaussian ProcessesTime Series | —Unverified | 0 |
| Imputation of Missing Streamflow Data at Multiple Gauging Stations in Benin Republic | Nov 17, 2022 | Decision MakingImputation | —Unverified | 0 |
| Imputation of Counterfactual Outcomes when the Errors are Predictable | Mar 12, 2024 | Causal Inferencecounterfactual | —Unverified | 0 |
| A Comparative Study of Pruning Methods in Transformer-based Time Series Forecasting | Dec 17, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Imputation of Clinical Covariates in Time Series | Dec 2, 2018 | ImputationTime Series | —Unverified | 0 |
| Data-Driven Machine Learning Models for a Multi-Objective Flapping Fin Unmanned Underwater Vehicle Control System | Sep 14, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Transformer-based Deep Learning Algorithm to Auto-record Undocumented Clinical One-Lung Ventilation Events | Feb 16, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Neural Dynamic Mode Decomposition for End-to-End Modeling of Nonlinear Dynamics | Dec 11, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Neural Echo State Network using oscillations of gas bubbles in water | Dec 22, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Forecasting, Causality, and Impulse Response with Neural Vector Autoregressions | Mar 22, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Impulse Response Analysis of Structural Nonlinear Time Series Models | May 30, 2023 | Time Series | —Unverified | 0 |
| Data-Driven Learning of the Number of States in Multi-State Autoregressive Models | Jun 6, 2015 | Model SelectionTime Series | —Unverified | 0 |
| Analysis of Blink Rate Variability during reading and memory testing | Mar 27, 2016 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Improving Water Quality Time-Series Prediction in Hong Kong using Sentinel-2 MSI Data and Google Earth Engine Cloud Computing | Aug 26, 2024 | Cloud ComputingTime Series | —Unverified | 0 |
| Effective Split-Merge Monte Carlo Methods for Nonparametric Models of Sequential Data | Dec 1, 2012 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Improving Transformers using Faithful Positional Encoding | May 15, 2024 | Time SeriesTime Series Classification | —Unverified | 0 |
| Data-Driven Interaction Analysis of Line Failure Cascading in Power Grid Networks | Dec 2, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Effect of shapes of activation functions on predictability in the echo state network | May 22, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Neural Learning of Online Consumer Credit Risk | Jun 5, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Neural Likelihood Approximation for Integer Valued Time Series Data | Oct 19, 2023 | Time Series | —Unverified | 0 |
| Neural Machine Translation for Fact-checking Temporal Claims | May 1, 2022 | Fact CheckingMachine Translation | —Unverified | 0 |
| Neural Markov Controlled SDE: Stochastic Optimization for Continuous-Time Data | Sep 29, 2021 | Stochastic OptimizationTime Series | —Unverified | 0 |
| Improving Time Series Forecasting via Instance-aware Post-hoc Revision | May 29, 2025 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Neural MJD: Neural Non-Stationary Merton Jump Diffusion for Time Series Prediction | Jun 5, 2025 | Time SeriesTime Series Prediction | —Unverified | 0 |
| Neural Multi-Quantile Forecasting for Optimal Inventory Management | Dec 10, 2021 | Managementquantile regression | —Unverified | 0 |
| Neural Network-based Automatic Factor Construction | Aug 14, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| EffiCANet: Efficient Time Series Forecasting with Convolutional Attention | Nov 7, 2024 | Computational EfficiencyTime Series | —Unverified | 0 |
| Neural Network for Weighted Signal Temporal Logic | Apr 8, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Neural Network Learning of Black-Scholes Equation for Option Pricing | May 9, 2024 | Time Series | —Unverified | 0 |
| Neural Network Modeling for Forecasting Tourism Demand in Stopića Cave: A Serbian Cave Tourism Study | Apr 7, 2024 | ManagementTime Series | —Unverified | 0 |
| Improving Time Series Classification with Representation Soft Label Smoothing | Aug 30, 2024 | Time SeriesTime Series Classification | —Unverified | 0 |
| Neural Networks with LSTM and GRU in Modeling Active Fires in the Amazon | Sep 4, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Data-driven Identification and Prediction of Power System Dynamics Using Linear Operators | Mar 15, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Transformer-Based Approach for Diagnosing Fault Cases in Optical Fiber Amplifiers | Apr 28, 2025 | DecoderTime Series | —Unverified | 0 |
| Non-stationary Online Regression | Nov 13, 2020 | regressionTime Series | —Unverified | 0 |
| Improving Time Series Classification Algorithms Using Octave-Convolutional Layers | Sep 28, 2021 | ClassificationTime Series | —Unverified | 0 |
| Improving the Transferability of Time Series Forecasting with Decomposition Adaptation | Jun 30, 2023 | Multivariate Time Series ForecastingTime Series | —Unverified | 0 |
| Data-Driven Goal Recognition in Transhumeral Prostheses Using Process Mining Techniques | Sep 15, 2023 | Time Series | —Unverified | 0 |