| 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 |
| Long Short-term Memory RNN | May 14, 2021 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Estimation and Quantization of Expected Persistence Diagrams | May 11, 2021 | QuantizationTime Series | —Unverified | 0 |
| SigGPDE: Scaling Sparse Gaussian Processes on Sequential Data | May 10, 2021 | Gaussian ProcessesTime Series | —Unverified | 0 |
| Symbol Dynamics, Information theory and Complexity of Economic time series | May 10, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| On projection methods for functional time series forecasting | May 10, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Bayesian inference and superstatistics to describe long memory processes of financial time series | May 10, 2021 | Bayesian InferenceTime Series | —Unverified | 0 |
| Segmenting Hybrid Trajectories using Latent ODEs | May 9, 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 |
| The Temporal Dictionary Ensemble (TDE) Classifier for Time Series Classification | May 9, 2021 | ClassificationGeneral Classification | —Unverified | 0 |
| Finite volume method network for acceleration of unsteady computational fluid dynamics: non-reacting and reacting flows | May 7, 2021 | CPUTime Series | —Unverified | 0 |
| Apply Artificial Neural Network to Solving Manpower Scheduling Problem | May 7, 2021 | SchedulingTime Series | CodeCode Available | 0 |
| COVID-19: The extraction of the effective reproduction number from the time series of new cases | May 7, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Estimating Reproducible Functional Networks Associated with Task Dynamics using Unsupervised LSTMs | May 6, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| On the Time Series Length for an Accurate Fractal Analysis in Network Systems | May 6, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Granger Causality: A Review and Recent Advances | May 5, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Training Structured Mechanical Models by Minimizing Discrete Euler-Lagrange Residual | May 5, 2021 | Decision MakingTime Series | CodeCode Available | 0 |
| Comparison of Traditional and Hybrid Time Series Models for Forecasting COVID-19 Cases | May 5, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Reconstructing shared dynamics with a deep neural network | May 5, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Order flow in the financial markets from the perspective of the Fractional Lévy stable motion | May 5, 2021 | Model SelectionTime Series | —Unverified | 0 |
| Signal automata and hidden Markov models | May 4, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| TimeGym: Debugging for Time Series Modeling in Python | May 4, 2021 | test driven developmentTime Series | —Unverified | 0 |