| A Variational Autoencoder for Probabilistic Non-Negative Matrix Factorisation | Jun 13, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Deep Neural Networks to Enable Real-time Multimessenger Astrophysics | Dec 30, 2016 | Astronomyparameter estimation | —Unverified | 0 |
| Deep Neural Networks on EEG Signals to Predict Auditory Attention Score Using Gramian Angular Difference Field | Oct 24, 2021 | Deep LearningEEG | —Unverified | 0 |
| An Empirical Evaluation of Similarity Measures for Time Series Classification | Jan 16, 2014 | ClassificationClustering | —Unverified | 0 |
| Advancing Financial Risk Prediction Through Optimized LSTM Model Performance and Comparative Analysis | May 31, 2024 | PredictionTime Series | —Unverified | 0 |
| Inference of stochastic time series with missing data | Jan 28, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| VLSTM: Very Long Short-Term Memory Networks for High-Frequency Trading | Sep 5, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Deep Neural Networks for automatic extraction of features in time series satellite images | Aug 17, 2020 | Earth ObservationLand Cover Classification | —Unverified | 0 |
| Super-resolution of Time-series Labels for Bootstrapped Event Detection | Jun 1, 2019 | Event DetectionSuper-Resolution | —Unverified | 0 |
| Deep Neural Networks for Approximating Stream Reasoning with C-SPARQL | Jun 15, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Deep Neural Networks and Neuro-Fuzzy Networks for Intellectual Analysis of Economic Systems | Nov 11, 2020 | Deep LearningTime Series | —Unverified | 0 |
| Training a multilayer dynamical spintronic network with standard machine learning tools to perform time series classification | Aug 5, 2024 | Time SeriesTime Series Classification | —Unverified | 0 |
| Inference in heavy-tailed non-stationary multivariate time series | Jul 29, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Deep Neural Network Estimation in Panel Data Models | May 31, 2023 | Time Series | —Unverified | 0 |
| Autowarp: Learning a Warping Distance from Unlabeled Time Series Using Sequence Autoencoders | Oct 23, 2018 | AstronomyDynamic Time Warping | —Unverified | 0 |
| Advancing Financial Forecasting: A Comparative Analysis of Neural Forecasting Models N-HiTS and N-BEATS | Aug 31, 2024 | Decision MakingTime Series | —Unverified | 0 |
| Deep Neural Models of Semantic Shift | Jun 1, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Deep Neural Imputation: A Framework for Recovering Incomplete Brain Recordings | Jun 16, 2022 | ImputationMissing Values | —Unverified | 0 |
| AutoTS: Automatic Time Series Forecasting Model Design Based on Two-Stage Pruning | Mar 26, 2022 | Neural Architecture SearchTime Series | —Unverified | 0 |
| Inference for Network Structure and Dynamics from Time Series Data via Graph Neural Network | Jan 18, 2020 | Graph Neural NetworkTime Series | —Unverified | 0 |
| Inference in Non-stationary High-Dimensional VARs | Feb 2, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Inference on Causal Effects of Interventions in Time using Gaussian Processes | Oct 6, 2022 | Gaussian ProcessesTime Series | —Unverified | 0 |
| Deep Multimodal Representation Learning from Temporal Data | Apr 11, 2017 | Audio-Visual Speech RecognitionRepresentation Learning | —Unverified | 0 |
| Deep Multimodal Learning: An Effective Method for Video Classification | Nov 30, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Deep Multimodal Fusion for Semantic Segmentation of Remote Sensing Earth Observation Data | Oct 1, 2024 | Earth ObservationSegmentation | —Unverified | 0 |