| A Deep Learning Model for Heterogeneous Dataset Analysis -- Application to Winter Wheat Crop Yield Prediction | Jun 20, 2023 | Crop Yield PredictionDeep Learning | —Unverified | 0 |
| Deep Recurrent Modelling of Granger Causality with Latent Confounding | Feb 23, 2022 | DecoderTime Series | —Unverified | 0 |
| Learning Network of Multivariate Hawkes Processes: A Time Series Approach | Mar 14, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Learning noise-induced transitions by multi-scaling reservoir computing | Sep 11, 2023 | Protein FoldingTime Series | —Unverified | 0 |
| Lithium-ion Battery State of Health Estimation based on Cycle Synchronization using Dynamic Time Warping | Sep 28, 2021 | Dynamic Time WarpingTime Series | —Unverified | 0 |
| Learning non-Gaussian Time Series using the Box-Cox Gaussian Process | Mar 19, 2018 | Gaussian ProcessesTime Series | —Unverified | 0 |
| Learning Non-Stationary Time-Series with Dynamic Pattern Extractions | Nov 20, 2021 | Decision MakingDynamic Time Warping | —Unverified | 0 |
| Learning Novel Transformer Architecture for Time-series Forecasting | Feb 19, 2025 | Neural Architecture SearchTime Series | —Unverified | 0 |
| Learning Over Long Time Lags | Feb 13, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Learning and DiSentangling Patient Static Information from Time-series Electronic HEalth Record (STEER) | Sep 20, 2023 | AttributeFairness | —Unverified | 0 |
| Influential Node Detection in Implicit Social Networks using Multi-task Gaussian Copula Models | Nov 30, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Learning PDE Solution Operator for Continuous Modeling of Time-Series | Feb 2, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Influence of Mobility Restrictions on Transmission of COVID-19 in the state of Maryland -- the USA | Sep 24, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Attention Is Not Enough: Mitigating the Distribution Discrepancy in Asynchronous Multimodal Sequence Fusion | Jan 1, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Learning Predictive Checklists with Probabilistic Logic Programming | Nov 25, 2024 | Time Series | —Unverified | 0 |
| Deep Reinforcement Learning for Trading | Nov 22, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Learning Probability Distributions in Macroeconomics and Finance | Apr 14, 2022 | Decision MakingTime Series | —Unverified | 0 |
| Deep Reservoir Networks with Learned Hidden Reservoir Weights using Direct Feedback Alignment | Oct 13, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Inflation forecasting with attention based transformer neural networks | Mar 13, 2023 | Time Series | —Unverified | 0 |
| Learning Quantities of Interest from Dynamical Systems for Observation-Consistent Inversion | Sep 15, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Infinite Shift-invariant Grouped Multi-task Learning for Gaussian Processes | Mar 5, 2012 | Gaussian ProcessesModel Selection | —Unverified | 0 |
| Learning representations for multivariate time series with missing data using Temporal Kernelized Autoencoders | May 9, 2018 | Dimensionality ReductionGeneral Classification | —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 |
| Learning Representations from Healthcare Time Series Data for Unsupervised Anomaly Detection | Apr 4, 2019 | Anomaly DetectionClustering | —Unverified | 0 |
| Learning Representations from Imperfect Time Series Data via Tensor Rank Regularization | Jul 1, 2019 | Question AnsweringSentiment Analysis | —Unverified | 0 |
| Learning Representations of Missing Data for Predicting Patient Outcomes | Nov 12, 2018 | Binary ClassificationClassification | —Unverified | 0 |
| Learning Representations Using Complex-Valued Nets | Nov 19, 2015 | Representation LearningTime Series | —Unverified | 0 |
| Analysis of Nonstationary Time Series Using Locally Coupled Gaussian Processes | Oct 31, 2016 | Gaussian ProcessesTime Series | —Unverified | 0 |
| Infinite Mixture Model of Markov Chains | Jun 19, 2017 | modelPrediction | —Unverified | 0 |
| Deep Signature Statistics for Likelihood-free Time-series Models | Jun 2, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Infinite forecast combinations based on Dirichlet process | Nov 21, 2023 | DiversityTime Series | —Unverified | 0 |
| Infinite-Dimensional Diffusion Models | Feb 20, 2023 | Time Series | —Unverified | 0 |
| Learning Sentinel-2 Spectral Dynamics for Long-Run Predictions Using Residual Neural Networks | Nov 17, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Infinite-Dimensional Adaptive Boundary Observer for Inner-Domain Temperature Estimation of 3D Electrosurgical Processes using Surface Thermography Sensing | Nov 1, 2022 | parameter estimationTime Series | —Unverified | 0 |
| DBT-DMAE: An Effective Multivariate Time Series Pre-Train Model under Missing Data | Sep 16, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| AttentionFlow: Visualising Influence in Networks of Time Series | Feb 3, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Bayesian Approach to Sparse plus Low rank Network Identification | Mar 25, 2015 | Network Identificationregression | —Unverified | 0 |
| Inferring the time-varying functional connectivity of large-scale computer networks from emitted events | Feb 12, 2018 | Functional ConnectivityTime Series | —Unverified | 0 |
| Day Level Forecasting for Coronavirus Disease (COVID-19) Spread: Analysis, Modeling and Recommendations | Mar 15, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Learning State Transition Rules from Hidden Layers of Restricted Boltzmann Machines | Dec 7, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Learning Stationary Time Series using Gaussian Processes with Nonparametric Kernels | Dec 1, 2015 | DenoisingGaussian Processes | —Unverified | 0 |
| Inferring the Graph of Networked Dynamical Systems under Partial Observability and Spatially Colored Noise | Dec 18, 2023 | Time Series | —Unverified | 0 |
| Inferring Temporal Logic Properties from Data using Boosted Decision Trees | May 24, 2021 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Day-ahead time series forecasting: application to capacity planning | Nov 6, 2018 | ClusteringTime Series | —Unverified | 0 |
| Learning summary features of time series for likelihood free inference | Dec 4, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Analysis of Indian foreign exchange markets: A Multifractal Detrended Fluctuation Analysis (MFDFA) approach | Jun 28, 2023 | Time Series | —Unverified | 0 |
| Day-ahead regional solar power forecasting with hierarchical temporal convolutional neural networks using historical power generation and weather data | Mar 4, 2024 | Time Series | —Unverified | 0 |
| Link Streams as a Generalization of Graphs and Time Series | Nov 19, 2023 | Time Series | —Unverified | 0 |
| Attention-Based Reading, Highlighting, and Forecasting of the Limit Order Book | Sep 3, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 |