| Deep State Inference: Toward Behavioral Model Inference of Black-box Software Systems | Jan 13, 2021 | Anomaly DetectionChange Point Detection | CodeCode Available | 0 |
| Day-ahead electricity price prediction applying hybrid models of LSTM-based deep learning methods and feature selection algorithms under consideration of market coupling | Jan 13, 2021 | Feature Importancefeature selection | —Unverified | 0 |
| Classification of Schizophrenia from Functional MRI Using Large-scale Extended Granger Causality | Jan 12, 2021 | Dimensionality Reductionfeature selection | —Unverified | 0 |
| Deep Cellular Recurrent Network for Efficient Analysis of Time-Series Data with Spatial Information | Jan 12, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Hierarchical Clustering using Auto-encoded Compact Representation for Time-series Analysis | Jan 11, 2021 | ClusteringTime Series | —Unverified | 0 |
| General Hannan and Quinn Criterion for Common Time Series | Jan 11, 2021 | Model SelectionTime Series | —Unverified | 0 |
| Condition Assessment of Stay Cables through Enhanced Time Series Classification Using a Deep Learning Approach | Jan 11, 2021 | Feature EngineeringTime Series | CodeCode Available | 0 |
| Challenges and approaches to time-series forecasting in data center telemetry: A Survey | Jan 11, 2021 | ManagementTime Series | —Unverified | 0 |
| Time-Series Regeneration with Convolutional Recurrent Generative Adversarial Network for Remaining Useful Life Estimation | Jan 11, 2021 | Generative Adversarial NetworkTime Series | —Unverified | 0 |
| Deep Neural Networks to Recover Unknown Physical Parameters from Oscillating Time Series | Jan 11, 2021 | Denoisingregression | —Unverified | 0 |
| Bootstrapping Non-Stationary Stochastic Volatility | Jan 10, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Machine learning based automated identification of thunderstorms from anemometric records using shapelet transform | Jan 10, 2021 | BIG-bench Machine LearningEvent Detection | —Unverified | 0 |
| Large-scale Augmented Granger Causality (lsAGC) for Connectivity Analysis in Complex Systems: From Computer Simulations to Functional MRI (fMRI) | Jan 10, 2021 | Dimensionality ReductionTime Series | —Unverified | 0 |
| FlashP: An Analytical Pipeline for Real-time Forecasting of Time-Series Relational Data | Jan 9, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| NVAE-GAN Based Approach for Unsupervised Time Series Anomaly Detection | Jan 8, 2021 | Anomaly DetectionTime Series | —Unverified | 0 |
| Demand Forecasting for Platelet Usage: from Univariate Time Series to Multivariate Models | Jan 6, 2021 | Demand ForecastingManagement | —Unverified | 0 |
| Large-Scale Extended Granger Causality for Classification of Marijuana Users From Functional MRI | Jan 6, 2021 | Dimensionality Reductionfeature selection | —Unverified | 0 |
| The data synergy effects of time-series deep learning models in hydrology | Jan 6, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Trainable Reconciliation Method for Hierarchical Time-Series | Jan 5, 2021 | DecoderDemand Forecasting | —Unverified | 0 |
| Data-Driven Copy-Paste Imputation for Energy Time Series | Jan 5, 2021 | Fault DetectionImputation | CodeCode Available | 0 |
| Prior Knowledge Input to Improve LSTM Auto-encoder-based Characterization of Vehicular Sensing Data | Jan 4, 2021 | Autonomous DrivingDenoising | —Unverified | 0 |
| Parkinson's Disease Diagnosis Using Deep Learning | Jan 3, 2021 | Deep LearningTime Series | —Unverified | 0 |
| A Novel Multi-Stage Training Approach for Human Activity Recognition from Multimodal Wearable Sensor Data Using Deep Neural Network | Jan 3, 2021 | Activity RecognitionHuman Activity Recognition | —Unverified | 0 |
| Dynamics, behaviours, and anomaly persistence in cryptocurrencies and equities surrounding COVID-19 | Jan 3, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| "Hey, that's not an ODE'": Faster ODE Adjoints with 12 Lines of Code | Jan 1, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |