| Unfolding recurrence by Green's functions for optimized reservoir computing | Oct 13, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Modeling Atmospheric Data and Identifying Dynamics: Temporal Data-Driven Modeling of Air Pollutants | Oct 13, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Model-Based Reinforcement Learning for Type 1Diabetes Blood Glucose Control | Oct 13, 2020 | Model-based Reinforcement LearningQ-Learning | —Unverified | 0 |
| Deep Reservoir Networks with Learned Hidden Reservoir Weights using Direct Feedback Alignment | Oct 13, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Stochastic embeddings of dynamical phenomena through variational autoencoders | Oct 13, 2020 | DecoderTime Series | CodeCode Available | 0 |
| A Deep Learning Forecaster with Exogenous Variables for Day-Ahead Locational Marginal Price | Oct 13, 2020 | Deep LearningTime Series | —Unverified | 0 |
| Multivariate Time Series Classification with Hierarchical Variational Graph Pooling | Oct 12, 2020 | ClassificationDecoder | —Unverified | 0 |
| A Case-Study on the Impact of Dynamic Time Warping in Time Series Regression | Oct 11, 2020 | Dynamic Time Warpingregression | —Unverified | 0 |
| Early Abandoning PrunedDTW and its application to similarity search | Oct 11, 2020 | ClusteringDynamic Time Warping | CodeCode Available | 0 |
| Interpretable Neural Networks for Panel Data Analysis in Economics | Oct 11, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Explainable Framework for Time-series Analysis via Topological Data Analysis | Oct 10, 2020 | Time SeriesTime Series Analysis | —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 |
| Nowcasting of COVID-19 confirmed cases: Foundations, trends, and challenges | Oct 10, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Structured Self-Attention Weights Encode Semantics in Sentiment Analysis | Oct 10, 2020 | Sentiment AnalysisTime Series | CodeCode Available | 0 |
| Asset Price Forecasting using Recurrent Neural Networks | Oct 10, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| A Predictive Autoscaler for Elastic Batch Jobs | Oct 10, 2020 | SchedulingTime Series | —Unverified | 0 |
| TOTOPO: Classifying univariate and multivariate time series with Topological Data Analysis | Oct 10, 2020 | BenchmarkingTime Series | —Unverified | 0 |
| Exathlon: A Benchmark for Explainable Anomaly Detection over Time Series | Oct 10, 2020 | Anomaly DetectionTime Series | CodeCode Available | 1 |
| 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 |
| Recurrent convolutional neural network for the surrogate modeling of subsurface flow simulation | Oct 8, 2020 | Time SeriesTime Series Analysis | —Unverified | 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 |
| Structural Forecasting for Tropical Cyclone Intensity Prediction: Providing Insight with Deep Learning | Oct 7, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
