| End-to-end NILM System Using High Frequency Data and Neural Networks | Apr 29, 2020 | Non-Intrusive Load MonitoringTime Series | —Unverified | 0 |
| Multi-Decoder RNN Autoencoder Based on Variational Bayes Method | Apr 29, 2020 | ClusteringDecoder | —Unverified | 0 |
| Mapping Coupled Time-series Onto Complex Network | Apr 28, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| SARS-COV-2 Pandemic: Understanding the Impact of Lockdown in the Most Affected States of India | Apr 28, 2020 | Change Point DetectionTime Series | —Unverified | 0 |
| Classifying Image Sequences of Astronomical Transients with Deep Neural Networks | Apr 28, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Time Series Forecasting With Deep Learning: A Survey | Apr 28, 2020 | DecoderDeep Learning | —Unverified | 0 |
| Application of Deep Interpolation Network for Clustering of Physiologic Time Series | Apr 27, 2020 | ClusteringDiagnostic | —Unverified | 0 |
| Forecasting in Non-stationary Environments with Fuzzy Time Series | Apr 27, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Adaptive model selection in photonic reservoir computing by reinforcement learning | Apr 27, 2020 | Load ForecastingModel Selection | —Unverified | 0 |
| Dynamic Predictions of Postoperative Complications from Explainable, Uncertainty-Aware, and Multi-Task Deep Neural Networks | Apr 27, 2020 | Decision MakingDeep Learning | —Unverified | 0 |
| Data-Driven Construction of Data Center Graph of Things for Anomaly Detection | Apr 27, 2020 | Anomaly DetectionGraph Neural Network | —Unverified | 0 |
| Uncovering the Dynamics of Correlation Structures Relative to the Collective Market Motion | Apr 26, 2020 | ClusteringTime Series | —Unverified | 0 |
| A dynamic conditional approach to portfolio weights forecasting | Apr 26, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Ensemble Deep Learning on Time-Series Representation of Tweets for Rumor Detection in Social Media | Apr 26, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| The new face of multifractality: Multi-branchedness and the phase transitions in time series of mean inter-event times | Apr 25, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Towards Accurate Predictions and Causal 'What-if' Analyses for Planning and Policy-making: A Case Study in Emergency Medical Services Demand | Apr 25, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Explicit Domain Adaptation with Loosely Coupled Samples | Apr 24, 2020 | Autonomous DrivingDomain Adaptation | —Unverified | 0 |
| Correlation-aware Unsupervised Change-point Detection via Graph Neural Networks | Apr 24, 2020 | Change Point DetectionDecoder | CodeCode Available | 1 |
| A Graph-constrained Changepoint Detection Approach for ECG Segmentation | Apr 24, 2020 | QRS Complex DetectionTime Series | —Unverified | 0 |
| Uncertainty Modelling in Risk-averse Supply Chain Systems Using Multi-objective Pareto Optimization | Apr 24, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Sensor selection on graphs via data-driven node sub-sampling in network time series | Apr 24, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Improving the Decision-Making Process of Self-Adaptive Systems by Accounting for Tactic Volatility | Apr 23, 2020 | Decision MakingTime Series | —Unverified | 0 |
| How to find a unicorn: a novel model-free, unsupervised anomaly detection method for time series | Apr 23, 2020 | Anomaly DetectionRespiratory Failure | CodeCode Available | 1 |
| Applications of shapelet transform to time series classification of earthquake, wind and wave data | Apr 22, 2020 | BIG-bench Machine LearningEvent Detection | —Unverified | 0 |
| Pattern-based Long Short-term Memory for Mid-term Electrical Load Forecasting | Apr 22, 2020 | Load ForecastingTime Series | —Unverified | 0 |
