| 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 |
| Tree Echo State Autoencoders with Grammars | Apr 19, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 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 |
| 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 |
| Detecting Driver's Distraction using Long-term Recurrent Convolutional Network | Apr 14, 2020 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Co-eye: A Multi-resolution Symbolic Representation to TimeSeries Diversified Ensemble Classification | Apr 14, 2020 | DiversityGeneral Classification | —Unverified | 0 |
| Minority Oversampling for Imbalanced Time Series Classification | Apr 14, 2020 | ClassificationClustering | CodeCode Available | 0 |
| The leverage effect and other stylized facts displayed by Bitcoin returns | Apr 13, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A tale of two toolkits, report the third: on the usage and performance of HIVE-COTE v1.0 | Apr 13, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Hybrid Attention Networks for Flow and Pressure Forecasting in Water Distribution Systems | Apr 13, 2020 | Anomaly DetectionDecision Making | —Unverified | 0 |
| Clustering Time Series Data through Autoencoder-based Deep Learning Models | Apr 11, 2020 | ClusteringDeep Learning | —Unverified | 0 |
| On Error Correction Neural Networks for Economic Forecasting | Apr 11, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Anomaly Detection for Time Series Using VAE-LSTM Hybrid Model | Apr 9, 2020 | Anomaly DetectionTime Series | CodeCode Available | 1 |
| k-Nearest Neighbour Classifiers: 2nd Edition (with Python examples) | Apr 9, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Industrial Forecasting with Exponentially Smoothed Recurrent Neural Networks | Apr 9, 2020 | Load ForecastingTime Series | —Unverified | 0 |
| Mixture Density Conditional Generative Adversarial Network Models (MD-CGAN) | Apr 8, 2020 | Generative Adversarial NetworkTime Series | —Unverified | 0 |
| Probabilistic Spatial Transformer Networks | Apr 7, 2020 | Data AugmentationTime Series | CodeCode Available | 0 |
| Challenges in Forecasting Malicious Events from Incomplete Data | Apr 6, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Forecasting in multivariate irregularly sampled time series with missing values | Apr 6, 2020 | General ClassificationIrregular Time Series | —Unverified | 0 |
| Disentangled Sticky Hierarchical Dirichlet Process Hidden Markov Model | Apr 6, 2020 | modelTime Series | CodeCode Available | 1 |
| TSInsight: A local-global attribution framework for interpretability in time-series data | Apr 6, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| ReRe: A Lightweight Real-time Ready-to-Go Anomaly Detection Approach for Time Series | Apr 5, 2020 | Anomaly DetectionIntrusion Detection | —Unverified | 0 |
| ForecastTB An R Package as a Test-Bench for Time Series Forecasting Application of Wind Speed and Solar Radiation Modeling | Apr 4, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Spatio-Temporal Graph Structure Learning for Traffic Forecasting | Apr 3, 2020 | Graph structure learningTime Series | —Unverified | 0 |
| Generating Similarity Map for COVID-19 Transmission Dynamics with Topological Autoencoder | Apr 3, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Modeling Rare Interactions in Time Series Data Through Qualitative Change: Application to Outcome Prediction in Intensive Care Units | Apr 3, 2020 | Decision MakingTime Series | —Unverified | 0 |
| Time-varying volatility in Bitcoin market and information flow at minute-level frequency | Apr 1, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Stationarity of Time-Series on Graph via Bivariate Translation Invariance | Apr 1, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| From Fourier to Koopman: Spectral Methods for Long-term Time Series Prediction | Apr 1, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 1 |