| Anomaly Detection Based on Unsupervised Disentangled Representation Learning in Combination with Manifold Learning | Sep 25, 2019 | Anomaly DetectionDensity Estimation | —Unverified | 0 |
| UNIVERSAL MODAL EMBEDDING OF DYNAMICS IN VIDEOS AND ITS APPLICATIONS | Sep 25, 2019 | DecoderTime Series | —Unverified | 0 |
| Adversarially learned anomaly detection for time series data | Sep 25, 2019 | Anomaly DetectionTime Series | —Unverified | 0 |
| Detecting Change in Seasonal Pattern via Autoencoder and Temporal Regularization | Sep 25, 2019 | Change Point DetectionTime Series | —Unverified | 0 |
| Learning Through Limited Self-Supervision: Improving Time-Series Classification Without Additional Data via Auxiliary Tasks | Sep 25, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| InfoCNF: Efficient Conditional Continuous Normalizing Flow Using Adaptive Solvers | Sep 25, 2019 | Conditional Image GenerationImage Generation | —Unverified | 0 |
| WATTNet: Learning to Trade FX via Hierarchical Spatio-Temporal Representation of Highly Multivariate Time Series | Sep 24, 2019 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Interpretable Models for Understanding Immersive Simulations | Sep 24, 2019 | Model SelectionTime Series | —Unverified | 0 |
| Recurrent Neural Network-based Model for Accelerated Trajectory Analysis in AIMD Simulations | Sep 23, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Econometric modelling and forecasting of intraday electricity prices | Sep 23, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Using Machine Learning to Predict Realized Variance | Sep 22, 2019 | BIG-bench Machine Learningregression | —Unverified | 0 |
| An Empirical Exploration of Deep Recurrent Connections and Memory Cells Using Neuro-Evolution | Sep 20, 2019 | Neural Architecture SearchTime Series | —Unverified | 0 |
| Core Network Management Procedures for Self-Organized and Sustainable 5G Cellular Networks | Sep 19, 2019 | Edge-computingManagement | —Unverified | 0 |
| Time Series Modeling for Dream Team in Fantasy Premier League | Sep 19, 2019 | ManagementTime Series | CodeCode Available | 0 |
| Timage -- A Robust Time Series Classification Pipeline | Sep 19, 2019 | BenchmarkingClassification | CodeCode Available | 0 |
| AI Modelling and Time-series Forecasting Systems for Trading Energy Flexibility in Distribution Grids | Sep 18, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Bifurcation Spiking Neural Network | Sep 18, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| sktime: A Unified Interface for Machine Learning with Time Series | Sep 17, 2019 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Self-boosted Time-series Forecasting with Multi-task and Multi-view Learning | Sep 17, 2019 | Multi-Task LearningMULTI-VIEW LEARNING | —Unverified | 0 |
| Distributional conformal prediction | Sep 17, 2019 | Conformal Predictioncounterfactual | CodeCode Available | 0 |
| Towards a Rigorous Evaluation of XAI Methods on Time Series | Sep 16, 2019 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Spatiotemporal Attention Networks for Wind Power Forecasting | Sep 14, 2019 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Comparing the forecasting of cryptocurrencies by Bayesian time-varying volatility models | Sep 14, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| GENDIS: GENetic DIscovery of Shapelets | Sep 13, 2019 | Outlier DetectionTime Series | CodeCode Available | 0 |
| Activity recognition using ST-GCN with 3D motion data | Sep 13, 2019 | Activity RecognitionMultimodal Activity Recognition | —Unverified | 0 |