| IMUDiffusion: A Diffusion Model for Multivariate Time Series Synthetisation for Inertial Motion Capturing Systems | Nov 5, 2024 | DiversityTime Series | —Unverified | 0 | 0 |
| IMTS-Mixer: Mixer-Networks for Irregular Multivariate Time Series Forecasting | Feb 17, 2025 | Computational EfficiencyMissing Values | —Unverified | 0 | 0 |
| Data-driven Neural Architecture Learning For Financial Time-series Forecasting | Mar 5, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| A transformer-based model for default prediction in mid-cap corporate markets | Nov 18, 2021 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | —Unverified | 0 | 0 |
| TimeGym: Debugging for Time Series Modeling in Python | May 4, 2021 | test driven developmentTime Series | —Unverified | 0 | 0 |
| TimeHF: Billion-Scale Time Series Models Guided by Human Feedback | Jan 27, 2025 | Time Series | —Unverified | 0 | 0 |
| Analysis of chaotic dynamical systems with autoencoders | Sep 22, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Time-IMM: A Dataset and Benchmark for Irregular Multimodal Multivariate Time Series | Jun 12, 2025 | Irregular Time SeriesTime Series | —Unverified | 0 | 0 |
| A Deep Learning Based Ternary Task Classification System Using Gramian Angular Summation Field in fNIRS Neuroimaging Data | Jan 14, 2021 | BIG-bench Machine LearningClassification | —Unverified | 0 | 0 |
| A Comparative Study of Reservoir Computing for Temporal Signal Processing | Jan 10, 2014 | MemorizationTime Series | —Unverified | 0 | 0 |
| A Bayesian approach for structure learning in oscillating regulatory networks | Apr 24, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| SPINEX-TimeSeries: Similarity-based Predictions with Explainable Neighbors Exploration for Time Series and Forecasting Problems | Aug 4, 2024 | BenchmarkingComputational Efficiency | —Unverified | 0 | 0 |
| Imputing Missing Observations with Time Sliced Synthetic Minority Oversampling Technique | Jan 14, 2022 | DecoderImputation | —Unverified | 0 | 0 |
| Data-driven modelling of brain activity using neural networks, Diffusion Maps, and the Koopman operator | Apr 24, 2023 | Time Series | —Unverified | 0 | 0 |
| ImputeGAP: A Comprehensive Library for Time Series Imputation | Mar 19, 2025 | BenchmarkingImputation | —Unverified | 0 | 0 |
| Data-Driven Model Identification of Unbalanced Induction Motor Dynamics and Forces using SINDYc | Feb 27, 2025 | Time Series | —Unverified | 0 | 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 | 0 |
| Imputation of Missing Streamflow Data at Multiple Gauging Stations in Benin Republic | Nov 17, 2022 | Decision MakingImputation | —Unverified | 0 | 0 |
| Imputation of Counterfactual Outcomes when the Errors are Predictable | Mar 12, 2024 | Causal Inferencecounterfactual | —Unverified | 0 | 0 |
| Data-driven mapping between functional connectomes using optimal transport | Jul 2, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Analysis of Brain States from Multi-Region LFP Time-Series | Dec 1, 2014 | Gaussian ProcessesTime Series | —Unverified | 0 | 0 |
| Imputation of Clinical Covariates in Time Series | Dec 2, 2018 | ImputationTime Series | —Unverified | 0 | 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 | 0 |
| Forecasting, Causality, and Impulse Response with Neural Vector Autoregressions | Mar 22, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Impulse Response Analysis of Structural Nonlinear Time Series Models | May 30, 2023 | Time Series | —Unverified | 0 | 0 |