| Nowcasting of COVID-19 confirmed cases: Foundations, trends, and challenges | Oct 10, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| TOTOPO: Classifying univariate and multivariate time series with Topological Data Analysis | Oct 10, 2020 | BenchmarkingTime Series | —Unverified | 0 |
| Downsampling and geometric feature methods for EEG classification tasks with CNNs | Oct 10, 2020 | BenchmarkingEEG | —Unverified | 0 |
| Bifurcation Analysis using Zigzag Persistence | Oct 10, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Deep Reinforcement Learning for Asset Allocation in US Equities | Oct 9, 2020 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Spatio-Temporal Stability Analysis in Satellite Image Times Series | Oct 9, 2020 | Feature EngineeringTime Series | CodeCode Available | 0 |
| Stochastically forced ensemble dynamic mode decomposition for forecasting and analysis of near-periodic systems | Oct 8, 2020 | GPRLoad Forecasting | —Unverified | 0 |
| MIA-Prognosis: A Deep Learning Framework to Predict Therapy Response | Oct 8, 2020 | Deep LearningPrognosis | CodeCode Available | 0 |
| Recurrent convolutional neural network for the surrogate modeling of subsurface flow simulation | Oct 8, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Structural Forecasting for Tropical Cyclone Intensity Prediction: Providing Insight with Deep Learning | Oct 7, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Multivariate Temporal Autoencoder for Predictive Reconstruction of Deep Sequences | Oct 7, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Gene Regulatory Network Inference with Latent Force Models | Oct 6, 2020 | Gaussian ProcessesTime Series | —Unverified | 0 |
| Conditional Generative Adversarial Networks to Model Urban Outdoor Air Pollution | Oct 5, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Deep Distributional Time Series Models and the Probabilistic Forecasting of Intraday Electricity Prices | Oct 5, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Bayesian Feature Selection in Joint Quantile Time Series Analysis | Oct 4, 2020 | Dimensionality Reductionfeature selection | —Unverified | 0 |
| TimeAutoML: Autonomous Representation Learning for Multivariate Irregularly Sampled Time Series | Oct 4, 2020 | Anomaly DetectionClustering | —Unverified | 0 |
| From Time Series to Euclidean Spaces: On Spatial Transformations for Temporal Clustering | Oct 2, 2020 | ClusteringTime Series | —Unverified | 0 |
| Extreme-SAX: Extreme Points Based Symbolic Representation for Time Series Classification | Oct 2, 2020 | Dimensionality ReductionGeneral Classification | —Unverified | 0 |
| Active Tuning | Oct 2, 2020 | DenoisingTime Series | —Unverified | 0 |
| Modifying the Symbolic Aggregate Approximation Method to Capture Segment Trend Information | Oct 2, 2020 | Dimensionality ReductionTime Series | —Unverified | 0 |
| An Evaluation of Classification Methods for 3D Printing Time-Series Data | Oct 2, 2020 | BIG-bench Machine LearningDynamic Time Warping | —Unverified | 0 |
| Citation Sentiment Changes Analysis | Oct 1, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Universal time-series forecasting with mixture predictors | Oct 1, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| AAMDRL: Augmented Asset Management with Deep Reinforcement Learning | Sep 30, 2020 | Asset ManagementDeep Reinforcement Learning | —Unverified | 0 |
| Few-shot Learning for Time-series Forecasting | Sep 30, 2020 | Few-Shot LearningTime Series | —Unverified | 0 |
| Concurrent Neural Network : A model of competition between times series | Sep 30, 2020 | PredictionTime Series | CodeCode Available | 0 |
| Go with the FLOW: Visualizing spatiotemporal dynamics in optical widefield calcium imaging | Sep 29, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| EEG to fMRI Synthesis: Is Deep Learning a candidate? | Sep 29, 2020 | Deep LearningEEG | —Unverified | 0 |
| Forecasting Short-term load using Econometrics time series model with T-student Distribution | Sep 28, 2020 | EconometricsLoad Forecasting | —Unverified | 0 |
| Neural CDEs for Long Time Series via the Log-ODE Method | Sep 28, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Inferring Global Dynamics Using a Learning Machine | Sep 28, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Piece-wise Matching Layer in Representation Learning for ECG Classification | Sep 26, 2020 | ClassificationECG Classification | —Unverified | 0 |
| Decision-Aware Conditional GANs for Time Series Data | Sep 26, 2020 | Generative Adversarial NetworkTime Series | —Unverified | 0 |
| Predicting Parkinson's Disease with Multimodal Irregularly Collected Longitudinal Smartphone Data | Sep 25, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A first econometric analysis of the CRIX family | Sep 25, 2020 | ClusteringDiagnostic | —Unverified | 0 |
| A Context Integrated Relational Spatio-Temporal Model for Demand and Supply Forecasting | Sep 25, 2020 | Demand ForecastingGraph Neural Network | —Unverified | 0 |
| Deep Learning based Covert Attack Identification for Industrial Control Systems | Sep 25, 2020 | Deep LearningTime Series | —Unverified | 0 |
| Cloud Cover Nowcasting with Deep Learning | Sep 24, 2020 | Deep LearningImage Segmentation | —Unverified | 0 |
| N-BEATS neural network for mid-term electricity load forecasting | Sep 24, 2020 | Decision MakingLoad Forecasting | CodeCode Available | 0 |
| A Linear Transportation L^p Distance for Pattern Recognition | Sep 23, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Limit Theorems for Factor Models | Sep 23, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| CoVaR with volatility clustering, heavy tails and non-linear dependence | Sep 22, 2020 | ClusteringTime Series | —Unverified | 0 |
| Latent State Inference in a Spatiotemporal Generative Model | Sep 21, 2020 | Causal InferenceTime Series | —Unverified | 0 |
| Breaking Symmetries of the Reservoir Equations in Echo State Networks | Sep 21, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Sequential Modelling Approach for Indoor Temperature Prediction and Heating Control in Smart Buildings | Sep 21, 2020 | energy managementManagement | —Unverified | 0 |
| From Static to Dynamic Node Embeddings | Sep 21, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Subjective Metrics-based Cloud Market Performance Prediction | Sep 21, 2020 | BIG-bench Machine LearningPrediction | —Unverified | 0 |
| Resilient In-Season Crop Type Classification in Multispectral Satellite Observations using Growth Stage Normalization | Sep 21, 2020 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Mapping horizontal and vertical urban densification in Denmark with Landsat time-series from 1985 to 2018: a semantic segmentation solution | Sep 21, 2020 | Semantic SegmentationTime Series | —Unverified | 0 |
| A Time Series Data Analysis of Indian Commercial Dynamism | Sep 21, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |