| Generative Semi-supervised Learning for Multivariate Time Series Imputation | May 18, 2021 | Generative Adversarial NetworkImputation | —Unverified | 0 |
| Learning Representations for Incomplete Time Series Clustering | May 18, 2021 | ClusteringImputation | —Unverified | 0 |
| The relationship between economic growth and environment. Testing the EKC hypothesis for Latin American countries | May 18, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| StackVAE-G: An efficient and interpretable model for time series anomaly detection | May 18, 2021 | Anomaly DetectionGraph Learning | CodeCode Available | 0 |
| Univariate Long-Term Municipal Water Demand Forecasting | May 18, 2021 | Demand ForecastingManagement | —Unverified | 0 |
| Identification robust inference for moments based analysis of linear dynamic panel data models | May 18, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Adaptive Complementary Ensemble EMD and Energy-Frequency Spectra of Cryptocurrency Prices | May 17, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Learning Disentangled Representations for Time Series | May 17, 2021 | DisentanglementRepresentation Learning | —Unverified | 0 |
| Temporal Prediction and Evaluation of Brassica Growth in the Field using Conditional Generative Adversarial Networks | May 17, 2021 | Instance SegmentationSemantic Segmentation | —Unverified | 0 |
| Uncertainty Measurement of Basic Probability Assignment Integrity Based on Approximate Entropy in Evidence Theory | May 16, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Towards Synthetic Multivariate Time Series Generation for Flare Forecasting | May 16, 2021 | Generative Adversarial NetworkSynthetic Data Generation | —Unverified | 0 |
| Classifying Contaminated Cell Cultures using Time Series Features | May 15, 2021 | ClassificationTime Series | —Unverified | 0 |
| Joint learning of multiple Granger causal networks via non-convex regularizations: Inference of group-level brain connectivity | May 15, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Edges in Brain Networks: Contributions to Models of Structure and Function | May 14, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Monash Time Series Forecasting Archive | May 14, 2021 | Missing ValuesTime Series | CodeCode Available | 1 |
| Long Short-term Memory RNN | May 14, 2021 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Paying Attention to Astronomical Transients: Introducing the Time-series Transformer for Photometric Classification | May 13, 2021 | Classificationfeature selection | CodeCode Available | 1 |
| Real-Time Anomaly Detection and Feature Analysis Based on Time Series for Surveillance Video | May 11, 2021 | Anomaly DetectionAnomaly Detection In Surveillance Videos | CodeCode Available | 1 |
| Estimation and Quantization of Expected Persistence Diagrams | May 11, 2021 | QuantizationTime Series | —Unverified | 0 |
| Symbol Dynamics, Information theory and Complexity of Economic time series | May 10, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| SigGPDE: Scaling Sparse Gaussian Processes on Sequential Data | May 10, 2021 | Gaussian ProcessesTime Series | —Unverified | 0 |
| Z-GCNETs: Time Zigzags at Graph Convolutional Networks for Time Series Forecasting | May 10, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Bayesian inference and superstatistics to describe long memory processes of financial time series | May 10, 2021 | Bayesian InferenceTime Series | —Unverified | 0 |
| On projection methods for functional time series forecasting | May 10, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| The effects of regularisation on RNN models for time series forecasting: Covid-19 as an example | May 9, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 0 |