| Evaluating Machine Learning Models for the Fast Identification of Contingency Cases | Aug 21, 2020 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| TAnoGAN: Time Series Anomaly Detection with Generative Adversarial Networks | Aug 21, 2020 | Anomaly DetectionTime Series | CodeCode Available | 1 |
| Exact Tests for Offline Changepoint Detection in Multichannel Binary and Count Data with Application to Networks | Aug 20, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| The Canonical Interval Forest (CIF) Classifier for Time Series Classification | Aug 20, 2020 | ClassificationDescriptive | —Unverified | 0 |
| Reinforcement Learning based dynamic weighing of Ensemble Models for Time Series Forecasting | Aug 20, 2020 | reinforcement-learningReinforcement Learning (RL) | —Unverified | 0 |
| Reforming the State-Based Forward Guidance through Wage Growth Rate Threshold: Evidence from FRB/US Simulations | Aug 19, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| MTHetGNN: A Heterogeneous Graph Embedding Framework for Multivariate Time Series Forecasting | Aug 19, 2020 | Decision MakingGraph Embedding | —Unverified | 0 |
| Augmenting Neural Differential Equations to Model Unknown Dynamical Systems with Incomplete State Information | Aug 19, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Generative Adversarial Networks for Spatio-temporal Data: A Survey | Aug 18, 2020 | ImputationSurvey | —Unverified | 0 |
| Predicting Future Sales of Retail Products using Machine Learning | Aug 18, 2020 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Parallel Extraction of Long-term Trends and Short-term Fluctuation Framework for Multivariate Time Series Forecasting | Aug 18, 2020 | Decision MakingMulti-Task Learning | —Unverified | 0 |
| Selecting Data Adaptive Learner from Multiple Deep Learners using Bayesian Networks | Aug 18, 2020 | ClusteringTime Series | —Unverified | 0 |
| RTFN: Robust Temporal Feature Network | Aug 18, 2020 | ClusteringTime Series | —Unverified | 0 |
| A Formally Robust Time Series Distance Metric | Aug 18, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Extension of causal decomposition in the mutual complex dynamic process | Aug 17, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Deep Neural Networks for automatic extraction of features in time series satellite images | Aug 17, 2020 | Earth ObservationLand Cover Classification | —Unverified | 0 |
| Learning from Irregularly-Sampled Time Series: A Missing Data Perspective | Aug 17, 2020 | DecoderTime Series | CodeCode Available | 1 |
| HiPPO: Recurrent Memory with Optimal Polynomial Projections | Aug 17, 2020 | Permuted-MNISTSequential Image Classification | CodeCode Available | 1 |
| Wavelet Denoising and Attention-based RNN-ARIMA Model to Predict Forex Price | Aug 16, 2020 | DenoisingTime Series | —Unverified | 0 |
| Gait complexity assessed by detrended fluctuation analysis is sensitive to inconsistencies in stride time series: A modeling study | Aug 14, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Neural Network-based Automatic Factor Construction | Aug 14, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Image Processing Tools for Financial Time Series Classification | Aug 13, 2020 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Spectral Processing of COVID-19 Time-Series Data | Aug 13, 2020 | ResynthesisTime Series | CodeCode Available | 0 |
| A Survey on Knowledge integration techniques with Artificial Neural Networks for seq-2-seq/time series models | Aug 13, 2020 | Decision MakingTime Series | —Unverified | 0 |
| Learning low-frequency temporal patterns for quantitative trading | Aug 12, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 0 |