| Kernel Change-point Detection with Auxiliary Deep Generative Models | Jan 18, 2019 | Change Point DetectionTime Series | CodeCode Available | 0 |
| Applying SVGD to Bayesian Neural Networks for Cyclical Time-Series Prediction and Inference | Jan 17, 2019 | regressionSensitivity | —Unverified | 0 |
| Efficient Matrix Profile Computation Using Different Distance Functions | Jan 17, 2019 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| lassopack: Model selection and prediction with regularized regression in Stata | Jan 16, 2019 | Model Selectionregression | —Unverified | 0 |
| Synthesising a Database of Parameterised Linear and Non-Linear Invariants for Time-Series Constraints | Jan 15, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| MAD-GAN: Multivariate Anomaly Detection for Time Series Data with Generative Adversarial Networks | Jan 15, 2019 | Anomaly DetectionBIG-bench Machine Learning | CodeCode Available | 0 |
| Predicting the Mumble of Wireless Channel with Sequence-to-Sequence Models | Jan 14, 2019 | Caption GenerationLanguage Modeling | —Unverified | 0 |
| Sales Demand Forecast in E-commerce using a Long Short-Term Memory Neural Network Methodology | Jan 13, 2019 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Forecasting Granular Audience Size for Online Advertising | Jan 8, 2019 | AttributeTime Series | —Unverified | 0 |
| Causal Discovery with Attention-Based Convolutional Neural Networks | Jan 7, 2019 | Causal DiscoveryDecision Making | CodeCode Available | 0 |
| Generative Adversarial Networks for Financial Trading Strategies Fine-Tuning and Combination | Jan 7, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A unified framework of epidemic spreading prediction by empirical mode decomposition based ensemble learning techniques | Jan 3, 2019 | Ensemble LearningPrediction | —Unverified | 0 |
| A CNN adapted to time series for the classification of Supernovae | Jan 2, 2019 | Binary ClassificationGeneral Classification | CodeCode Available | 0 |
| A Full Probabilistic Model for Yes/No Type Crowdsourcing in Multi-Class Classification | Jan 2, 2019 | General Classificationimage-classification | CodeCode Available | 0 |
| Recurrent Neural Networks for Time Series Forecasting | Jan 1, 2019 | Feature EngineeringTime Series | —Unverified | 0 |
| Estimating information in time-varying signals | Dec 31, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Comparison between DeepESNs and gated RNNs on multivariate time-series prediction | Dec 30, 2018 | PredictionTime Series | —Unverified | 0 |
| A General Deep Learning Framework for Network Reconstruction and Dynamics Learning | Dec 30, 2018 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Improving forecasting accuracy of time series data using a new ARIMA-ANN hybrid method and empirical mode decomposition | Dec 30, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Forecasting Cardiology Admissions from Catheterization Laboratory | Dec 28, 2018 | ManagementTime Series | —Unverified | 0 |
| Using an Ancillary Neural Network to Capture Weekends and Holidays in an Adjoint Neural Network Architecture for Intelligent Building Management | Dec 26, 2018 | ManagementPrediction | —Unverified | 0 |
| Conditional heteroskedasticity in crypto-asset returns | Dec 24, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Detecting British Columbia Coastal Rainfall Patterns by Clustering Gaussian Processes | Dec 23, 2018 | ClusteringGaussian Processes | —Unverified | 0 |
| Random selection of factors preserves the correlation structure in a linear factor model to a high degree | Dec 22, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Image Embedding of PMU Data for Deep Learning towards Transient Disturbance Classification | Dec 22, 2018 | ClassificationGeneral Classification | —Unverified | 0 |