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| Deep Convolutional Neural Network for Non-rigid Image Registration | Apr 24, 2021 | Image RegistrationTime Series | —Unverified | 0 |
| Deep convolutional generative adversarial networks for traffic data imputation encoding time series as images | May 5, 2020 | Decision MakingGenerative Adversarial Network | —Unverified | 0 |
| A Unified Method for First and Third Person Action Recognition | Dec 30, 2017 | Action RecognitionGeneral Classification | —Unverified | 0 |
| Deep Convolutional Architectures for Extrapolative Forecast in Time-dependent Flow Problems | Sep 18, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A unified machine learning approach to time series forecasting applied to demand at emergency departments | Jul 13, 2020 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Analyzing high-dimensional time-series data using kernel transfer operator eigenfunctions | May 16, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| It is all Connected: A New Graph Formulation for Spatio-Temporal Forecasting | Mar 23, 2023 | AllGraph Neural Network | —Unverified | 0 |
| Deep Classification of Epileptic Signals | Jan 11, 2018 | ClassificationEEG | —Unverified | 0 |
| A Comparative Study of Using Spatial-Temporal Graph Convolutional Networks for Predicting Availability in Bike Sharing Schemes | Apr 21, 2021 | ManagementTime Series | —Unverified | 0 |
| DeepClair: Utilizing Market Forecasts for Effective Portfolio Selection | Jul 18, 2024 | Deep Reinforcement LearningTime Series | —Unverified | 0 |
| Deep CHORES: Estimating Hallmark Measures of Physical Activity Using Deep Learning | Jul 26, 2020 | Deep LearningTime Series | —Unverified | 0 |
| A unified framework of epidemic spreading prediction by empirical mode decomposition based ensemble learning techniques | Jan 3, 2019 | Ensemble LearningPrediction | —Unverified | 0 |
| Iteratively reweighted adaptive lasso for conditional heteroscedastic time series with applications to AR-ARCH type processes | Feb 23, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Deep Cellular Recurrent Network for Efficient Analysis of Time-Series Data with Spatial Information | Jan 12, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Deep Canonical Time Warping | Jun 1, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Unified Framework for Long Range and Cold Start Forecasting of Seasonal Profiles in Time Series | Oct 23, 2017 | Recommendation SystemsTime Series | —Unverified | 0 |
| Deep Canonically Correlated LSTMs | Jan 16, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Unified Energy Management Framework for Multi-Timescale Forecasting in Smart Grids | Nov 22, 2024 | energy managementLoad Forecasting | —Unverified | 0 |
| A dependent partition-valued process for multitask clustering and time evolving network modelling | Mar 13, 2013 | ClusteringGaussian Processes | —Unverified | 0 |
| Iterative Encoding-Decoding VAEs Anomaly Detection in NOAA's DART Time Series: A Machine Learning Approach for Enhancing Data Integrity for NASA's GRACE-FO Verification and Validation | Dec 20, 2024 | Anomaly DetectionTime Series | —Unverified | 0 |
| Iterative Sparse Identification of Nonlinear Dynamics | Jun 6, 2024 | Compressive SensingTime Series | —Unverified | 0 |
| Deep Bayesian Nonparametric Tracking | Jul 1, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Deep Baseline Network for Time Series Modeling and Anomaly Detection | Sep 10, 2022 | Anomaly DetectionTime Series | —Unverified | 0 |
| A Unified Approach to Extract Interpretable Rules from Tree Ensembles via Integer Programming | Jun 30, 2024 | regressionTime Series | —Unverified | 0 |