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| Deep State Space Models for Time Series Forecasting | Dec 1, 2018 | Deep LearningProbabilistic Time Series Forecasting | —Unverified | 0 |
| Deep Signature Statistics for Likelihood-free Time-series Models | Jun 2, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Deep Set Neural Networks for forecasting asynchronous bioprocess timeseries | Dec 4, 2023 | ImputationIrregular Time Series | —Unverified | 0 |
| A windowed correlation based feature selection method to improve time series prediction of dengue fever cases | Apr 21, 2021 | feature selectionPrediction | —Unverified | 0 |
| A Bayesian Nonparametric Approach for Estimating Individualized Treatment-Response Curves | Aug 18, 2016 | Decision MakingKidney Function | —Unverified | 0 |
| An Empirical Study of the L2-Boost technique with Echo State Networks | Jan 2, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Deep Sequence Modeling: Development and Applications in Asset Pricing | Aug 20, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| An empirical study of neural networks for trend detection in time series | Dec 9, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Deep Sequence Learning for Accurate Gestational Age Estimation from a \$25 Doppler Device | Nov 24, 2020 | Age EstimationTime Series | —Unverified | 0 |
| A Wavelet, AR and SVM based hybrid method for short-term wind speed prediction | Mar 29, 2022 | energy managementManagement | —Unverified | 0 |
| OptStream: Releasing Time Series Privately | Aug 6, 2018 | Decision MakingLoad Forecasting | —Unverified | 0 |
| Deep Reservoir Networks with Learned Hidden Reservoir Weights using Direct Feedback Alignment | Oct 13, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A wavelet analysis of inter-dependence, contagion and long memory among global equity markets | Mar 31, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Deep Reinforcement Learning for Trading | Nov 22, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| A Wave is Worth 100 Words: Investigating Cross-Domain Transferability in Time Series | Dec 1, 2024 | ImputationQuantization | —Unverified | 0 |
| Advancing Spatio-temporal Storm Surge Prediction with Hierarchical Deep Neural Networks | Oct 1, 2024 | Time Series | —Unverified | 0 |
| Individualized Time-Series Segmentation for Mining Mobile Phone User Behavior | Nov 15, 2018 | SegmentationTime Series | —Unverified | 0 |
| Individual Topology Structure of Eye Movement Trajectories | May 21, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Industrial Forecasting with Exponentially Smoothed Recurrent Neural Networks | Apr 9, 2020 | Load ForecastingTime Series | —Unverified | 0 |
| Inference of High-dimensional Autoregressive Generalized Linear Models | May 9, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Inferring the Graph of Networked Dynamical Systems under Partial Observability and Spatially Colored Noise | Dec 18, 2023 | Time Series | —Unverified | 0 |
| Deep Reinforcement Learning for Asset Allocation in US Equities | Oct 9, 2020 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Deep Recurrent Stochastic Configuration Networks for Modelling Nonlinear Dynamic Systems | Oct 28, 2024 | Time SeriesTime Series Prediction | —Unverified | 0 |
| A walk through of time series analysis on quantum computers | May 2, 2022 | Quantum Machine LearningTime Series | —Unverified | 0 |
| A volumetric change detection framework using UAV oblique photogrammetry - A case study of ultra-high-resolution monitoring of progressive building collapse | Aug 5, 2021 | Change DetectionPose Estimation | —Unverified | 0 |
| Deep Recurrent Neural Networks for Time Series Prediction | Jul 22, 2014 | PredictionTime Series | —Unverified | 0 |
| An Empirical Study of Explainable AI Techniques on Deep Learning Models For Time Series Tasks | Dec 8, 2020 | BIG-bench Machine LearningExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Advancing multivariate time series similarity assessment: an integrated computational approach | Mar 16, 2024 | Decision MakingTime Series | —Unverified | 0 |
| Deep Recurrent Neural Networks for mapping winter vegetation quality coverage via multi-temporal SAR Sentinel-1 | Aug 11, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Deep Recurrent Modelling of Granger Causality with Latent Confounding | Feb 23, 2022 | DecoderTime Series | —Unverified | 0 |
| A Visual Analytics Framework for Reviewing Multivariate Time-Series Data with Dimensionality Reduction | Aug 2, 2020 | Contrastive LearningDimensionality Reduction | —Unverified | 0 |
| Deep Recurrent Electricity Theft Detection in AMI Networks with Random Tuning of Hyper-parameters | Sep 6, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Visibility Graph Averaging Aggregation Operator | Nov 17, 2013 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Indexing the Event Calculus with Kd-trees to Monitor Diabetes | Oct 3, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Deep Recurrent Convolutional Networks for Video-based Person Re-identification: An End-to-End Approach | Jun 6, 2016 | Metric LearningPerson Re-Identification | —Unverified | 0 |
| Deep Rao-Blackwellised Particle Filters for Time Series Forecasting | Dec 1, 2020 | DecoderTime Series | —Unverified | 0 |
| A Video Recognition Method by using Adaptive Structural Learning of Long Short Term Memory based Deep Belief Network | Sep 30, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| DeepRain: ConvLSTM Network for Precipitation Prediction using Multichannel Radar Data | Nov 7, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Deep Q-network using reservoir computing with multi-layered readout | Mar 3, 2022 | Reinforcement Learning (RL)Time Series | —Unverified | 0 |
| An Empirical Exploration of Deep Recurrent Connections and Memory Cells Using Neuro-Evolution | Sep 20, 2019 | Neural Architecture SearchTime Series | —Unverified | 0 |
| Independence clustering (without a matrix) | Mar 20, 2017 | ClusteringTime Series | —Unverified | 0 |
| DeepQC: A Deep Learning System for Automatic Quality Control of In-situ Soil Moisture Sensor Time Series Data | Nov 12, 2023 | Anomaly DetectionTime Series | —Unverified | 0 |
| Deep Probabilistic Time Series Forecasting using Augmented Recurrent Input for Dynamic Systems | Jun 3, 2021 | DecoderManagement | —Unverified | 0 |
| Advancing Long-Term Multi-Energy Load Forecasting with Patchformer: A Patch and Transformer-Based Approach | Apr 16, 2024 | DecoderLoad Forecasting | —Unverified | 0 |
| Deep Probabilistic Koopman: Long-term time-series forecasting under periodic uncertainties | Jun 10, 2021 | Demand ForecastingDiversity | —Unverified | 0 |
| Deep Poisson gamma dynamical systems | Oct 26, 2018 | Data AugmentationTime Series | —Unverified | 0 |
| An Empirical Examination of Balancing Strategy for Counterfactual Estimation on Time Series | Aug 16, 2024 | counterfactualTime Series | —Unverified | 0 |
| A Composite Quantile Fourier Neural Network for Multi-Step Probabilistic Forecasting of Nonstationary Univariate Time Series | Dec 27, 2017 | FormPrediction Intervals | —Unverified | 0 |
| Independent Innovation Analysis for Nonlinear Vector Autoregressive Process | Jun 19, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |