| Memory and forecasting capacities of nonlinear recurrent networks | Apr 22, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A New Metric for Lumpy and Intermittent Demand Forecasts: Stock-keeping-oriented Prediction Error Costs | Apr 22, 2020 | PredictionTime Series | —Unverified | 0 |
| Structural clustering of volatility regimes for dynamic trading strategies | Apr 21, 2020 | Change Point DetectionClustering | —Unverified | 0 |
| Deep Learning for Time Series Forecasting: Tutorial and Literature Survey | Apr 21, 2020 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 2 |
| A Deep Learning Approach for Motion Forecasting Using 4D OCT Data | Apr 21, 2020 | Deep LearningMotion Compensation | —Unverified | 0 |
| Network Anomaly Detection based on Tensor Decomposition | Apr 20, 2020 | Anomaly DetectionTensor Decomposition | —Unverified | 0 |
| A Benchmark Study on Time Series Clustering | Apr 20, 2020 | ClusteringDynamic Time Warping | —Unverified | 0 |
| A Critical Overview of Privacy-Preserving Approaches for Collaborative Forecasting | Apr 20, 2020 | Mathematical ProofsPrivacy Preserving | —Unverified | 0 |
| COVID-19 Time-series Prediction by Joint Dictionary Learning and Online NMF | Apr 20, 2020 | Dictionary LearningTime Series | CodeCode Available | 0 |
| Characters as Graphs: Recognizing Online Handwritten Chinese Characters via Spatial Graph Convolutional Network | Apr 20, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Time Series Data Augmentation for Neural Networks by Time Warping with a Discriminative Teacher | Apr 19, 2020 | Data AugmentationDynamic Time Warping | CodeCode Available | 1 |
| Tree Echo State Autoencoders with Grammars | Apr 19, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Predicting Online Item-choice Behavior: A Shape-restricted Regression Perspective | Apr 18, 2020 | Computational Efficiencyregression | —Unverified | 0 |
| Kernels for time series with irregularly-spaced multivariate observations | Apr 18, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Time Series Analysis-Based Stock Price Prediction Using Machine Learning and Deep Learning Models | Apr 17, 2020 | BIG-bench Machine Learningregression | —Unverified | 0 |
| Outlier detection at the parcel-level in wheat and rapeseed crops using multispectral and SAR time series | Apr 17, 2020 | Anomaly DetectionOutlier Detection | —Unverified | 0 |
| Predictability of Power Grid Frequency | Apr 17, 2020 | PredictionTime Series | —Unverified | 0 |
| Forecasting Multi-Dimensional Processes over Graphs | Apr 17, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Exploring time-series motifs through DTW-SOM | Apr 17, 2020 | Anomaly DetectionClustering | —Unverified | 0 |
| Coronavirus (COVID-19): ARIMA based time-series analysis to forecast near future | Apr 16, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Rapidly evaluating lockdown strategies using spectral analysis: the cycles behind new daily COVID-19 cases and what happens after lockdown | Apr 16, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Asset Pricing with General Transaction Costs: Theory and Numerics | Apr 15, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Conditional-UNet: A Condition-aware Deep Model for Coherent Human Activity Recognition From Wearables | Apr 15, 2020 | Activity RecognitionGesture Recognition | —Unverified | 0 |
| Hidden Markov Neural Networks | Apr 15, 2020 | Continual LearningTime Series | —Unverified | 0 |
| Contrastive Blind Denoising Autoencoder for Real-Time Denoising of Industrial IoT Sensor Data | Apr 14, 2020 | DenoisingSelf-Supervised Learning | —Unverified | 0 |
