| Hiformer: Hybrid Frequency Feature Enhancement Inverted Transformer for Long-Term Wind Power Prediction | Oct 17, 2024 | PredictionTime Series | CodeCode Available | 0 | 5 |
| Deep Generative Networks For Sequence Prediction | Apr 18, 2018 | PredictionRepresentation Learning | CodeCode Available | 0 | 5 |
| Long-Range Feedback Spiking Network Captures Dynamic and Static Representations of the Visual Cortex under Movie Stimuli | Jun 2, 2023 | Action RecognitionImage Classification | CodeCode Available | 0 | 5 |
| Forecasting and Granger Modelling with Non-linear Dynamical Dependencies | Jun 27, 2017 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| Forecasting Across Time Series Databases using Recurrent Neural Networks on Groups of Similar Series: A Clustering Approach | Oct 9, 2017 | BenchmarkingClustering | CodeCode Available | 0 | 5 |
| Forecasting Brazilian and American COVID-19 cases based on artificial intelligence coupled with climatic exogenous variables | Jul 21, 2020 | regressionTime Series | CodeCode Available | 0 | 5 |
| FNetAR: Mixing Tokens with Autoregressive Fourier Transforms | Jul 22, 2021 | Language ModellingTime Series | CodeCode Available | 0 | 5 |
| Deep Generative Markov State Models | May 19, 2018 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| Forecasting COVID-19 Counts At A Single Hospital: A Hierarchical Bayesian Approach | Apr 14, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| Forecasting Time Series With Complex Seasonal Patterns Using Exponential Smoothing | Jan 24, 2011 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| Generalised Label-free Artefact Cleaning for Real-time Medical Pulsatile Time Series | Apr 29, 2025 | Decision MakingPhotoplethysmography (PPG) | CodeCode Available | 0 | 5 |
| Homotopy-based training of NeuralODEs for accurate dynamics discovery | Oct 4, 2022 | Time Series | CodeCode Available | 0 | 5 |
| Deep Sequence Modeling for Pressure Controlled Mechanical Ventilation | Mar 4, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| Inter- and Intra-Series Embeddings Fusion Network for Epidemiological Forecasting | Aug 23, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| Deep Gated Recurrent and Convolutional Network Hybrid Model for Univariate Time Series Classification | Dec 18, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Fitting stochastic predator-prey models using both population density and kill rate data | Apr 3, 2019 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| Anamnesic Neural Differential Equations with Orthogonal Polynomial Projections | Mar 3, 2023 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| Deep Forecast: Deep Learning-based Spatio-Temporal Forecasting | Jul 24, 2017 | Deep LearningSpatio-Temporal Forecasting | CodeCode Available | 0 | 5 |
| Automated data-driven approach for gap filling in the time series using evolutionary learning | Mar 1, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| Hybridizing Traditional and Next-Generation Reservoir Computing to Accurately and Efficiently Forecast Dynamical Systems | Mar 4, 2024 | Computational EfficiencyTime Series | CodeCode Available | 0 | 5 |
| Fine-grained Forecasting Models Via Gaussian Process Blurring Effect | Dec 21, 2023 | DenoisingImage Generation | CodeCode Available | 0 | 5 |
| AutoFITS: Automatic Feature Engineering for Irregular Time Series | Dec 29, 2021 | Feature EngineeringIrregular Time Series | CodeCode Available | 0 | 5 |
| Finding Foundation Models for Time Series Classification with a PreText Task | Nov 24, 2023 | Time SeriesTime Series Classification | CodeCode Available | 0 | 5 |
| Fine-Tuning a Time Series Foundation Model with Wasserstein Loss | Sep 18, 2024 | Time SeriesTime Series Forecasting | CodeCode Available | 0 | 5 |
| FLEXtime: Filterbank learning to explain time series | Nov 6, 2024 | EEGTime Series | CodeCode Available | 0 | 5 |
