| Depression Diagnosis and Drug Response Prediction via Recurrent Neural Networks and Transformers Utilizing EEG Signals | Mar 9, 2023 | Drug Response PredictionEEG | —Unverified | 0 | 0 |
| Modeling the Chlorophyll-a from Sea Surface Reflectance in West Africa by Deep Learning Methods: A Comparison of Multiple Algorithms | Dec 6, 2019 | Deep LearningRetrieval | —Unverified | 0 | 0 |
| Bayesian Filtering for Multi-period Mean-Variance Portfolio Selection | Nov 18, 2019 | Portfolio OptimizationTime Series | —Unverified | 0 | 0 |
| LINOCS: Lookahead Inference of Networked Operators for Continuous Stability | Apr 28, 2024 | Time Series | —Unverified | 0 | 0 |
| Link Streams as a Generalization of Graphs and Time Series | Nov 19, 2023 | Time Series | —Unverified | 0 | 0 |
| Dependent Matérn Processes for Multivariate Time Series | Feb 11, 2015 | Computational EfficiencyTime Series | —Unverified | 0 | 0 |
| Bayesian Vector AutoRegression with Factorised Granger-Causal Graphs | Feb 6, 2024 | Time SeriesUncertainty Quantification | —Unverified | 0 | 0 |
| Modeling Treatment Delays for Patients using Feature Label Pairs in a Time Series | Dec 3, 2018 | MarketingTime Series | —Unverified | 0 | 0 |
| Modeling Variable Space with Residual Tensor Networks for Multivariate Time Series | Sep 29, 2021 | Multivariate Time Series ForecastingTensor Networks | —Unverified | 0 | 0 |
| Modeling Volatility and Dependence of European Carbon and Energy Prices | Aug 30, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Linking Bank Clients using Graph Neural Networks Powered by Rich Transactional Data | Jan 23, 2020 | Graph Neural NetworkLink Prediction | —Unverified | 0 | 0 |
| Machine Learning Link Inference of Noisy Delay-coupled Networks with Opto-Electronic Experimental Tests | Oct 29, 2020 | BIG-bench Machine LearningTime Series | —Unverified | 0 | 0 |
| Modelling EHR timeseries by restricting feature interaction | Nov 14, 2019 | Mortality PredictionTime Series | —Unverified | 0 | 0 |
| Modelling Emotion Dynamics in Song Lyrics with State Space Models | Oct 17, 2022 | Emotion RecognitionMusic Emotion Recognition | —Unverified | 0 | 0 |
| No Imputation Needed: A Switch Approach to Irregularly Sampled Time Series | Sep 15, 2023 | ImputationMissing Values | —Unverified | 0 | 0 |
| Modelling matrix time series via a tensor CP-decomposition | Dec 31, 2021 | Dimensionality ReductionTime Series | —Unverified | 0 | 0 |
| Linear-time online visibility graph transformation algorithm: for both natural and horizontal visibility criteria | Nov 21, 2023 | Computational EfficiencyTime Series | —Unverified | 0 | 0 |
| Modelling Neuronal Behaviour with Time Series Regression: Recurrent Neural Networks on C. Elegans Data | Jul 1, 2021 | Benchmarkingregression | —Unverified | 0 | 0 |
| Linear-time Detection of Non-linear Changes in Massively High Dimensional Time Series | Oct 28, 2015 | Change DetectionTime Series | —Unverified | 0 | 0 |
| Modelling Reciprocating Relationships with Hawkes Processes | Dec 1, 2012 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Density Matrix Emulation of Quantum Recurrent Neural Networks for Multivariate Time Series Prediction | Oct 31, 2023 | Time SeriesTime Series Prediction | —Unverified | 0 | 0 |
| Bayesian Dynamic Factor Models for High-dimensional Matrix-valued Time Series | Sep 12, 2024 | Time Series | —Unverified | 0 | 0 |
| Linear Regression with Weak Exogeneity | Aug 17, 2023 | regressionTime Series | —Unverified | 0 | 0 |
| Model of continuous random cascade processes in financial markets | Oct 23, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Density Forecasts in Panel Data Models: A Semiparametric Bayesian Perspective | May 10, 2018 | Density EstimationTime Series | —Unverified | 0 | 0 |