| A windowed correlation based feature selection method to improve time series prediction of dengue fever cases | Apr 21, 2021 | feature selectionPrediction | —Unverified | 0 |
| Principal Component Density Estimation for Scenario Generation Using Normalizing Flows | Apr 21, 2021 | Density EstimationImage Generation | —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 |
| Forecasting The JSE Top 40 Using Long Short-Term Memory Networks | Apr 20, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Modeling biological networks: from single gene systems to large microbial communities | Apr 20, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| SALAD: Self-Adaptive Lightweight Anomaly Detection for Real-time Recurrent Time Series | Apr 19, 2021 | Anomaly DetectionTime Series | —Unverified | 0 |
| Aiding Long-Term Investment Decisions with XGBoost Machine Learning Model | Apr 19, 2021 | BIG-bench Machine LearningFeature Engineering | —Unverified | 0 |
| Recursive input and state estimation: A general framework for learning from time series with missing data | Apr 17, 2021 | ImputationRepresentation Learning | —Unverified | 0 |
| Explorative Data Analysis of Time Series based AlgorithmFeatures of CMA-ES Variants | Apr 16, 2021 | Clusteringfeature selection | —Unverified | 0 |
| Viking: Variational Bayesian Variance Tracking | Apr 16, 2021 | State Space ModelsTime Series | —Unverified | 0 |
| Integrating Domain Knowledge in Data-driven Earth Observation with Process Convolutions | Apr 16, 2021 | Earth Observationparameter estimation | —Unverified | 0 |
| Probabilistic water demand forecasting using quantile regression algorithms | Apr 16, 2021 | Demand Forecastingquantile regression | —Unverified | 0 |
| Tracking agitation in people living with dementia in a care environment | Apr 15, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Demographic-Guided Attention in Recurrent Neural Networks for Modeling Neuropathophysiological Heterogeneity | Apr 15, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Forecasting COVID-19 Counts At A Single Hospital: A Hierarchical Bayesian Approach | Apr 14, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Process Outcome Prediction: CNN vs. LSTM (with Attention) | Apr 14, 2021 | General ClassificationPrediction | —Unverified | 0 |
| Bayesian Optimisation for a Biologically Inspired Population Neural Network | Apr 13, 2021 | Bayesian OptimisationRhythm | —Unverified | 0 |
| LioNets: A Neural-Specific Local Interpretation Technique Exploiting Penultimate Layer Information | Apr 13, 2021 | counterfactualDecision Making | CodeCode Available | 0 |
| A Bayesian analysis of gain-loss asymmetry | Apr 13, 2021 | SensitivityTime Series | —Unverified | 0 |
| A Fast Evidential Approach for Stock Forecasting | Apr 12, 2021 | PredictionStock Price Prediction | —Unverified | 0 |
| Analysis of bank leverage via dynamical systems and deep neural networks | Apr 11, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Boosted Embeddings for Time Series Forecasting | Apr 10, 2021 | Deep LearningTime Series | —Unverified | 0 |
| Granger Causality Based Hierarchical Time Series Clustering for State Estimation | Apr 9, 2021 | ClusteringDimensionality Reduction | —Unverified | 0 |
| Flow-based Spatio-Temporal Structured Prediction of Motion Dynamics | Apr 9, 2021 | motion predictionPrediction | CodeCode Available | 0 |
| Deep Transformer Networks for Time Series Classification: The NPP Safety Case | Apr 9, 2021 | General ClassificationTime Series | —Unverified | 0 |