| A review on outlier/anomaly detection in time series data | Feb 11, 2020 | Anomaly DetectionOutlier Detection | —Unverified | 0 |
| Exact Indexing of Time Series under Dynamic Time Warping | Feb 11, 2020 | Dynamic Time WarpingTime Series | —Unverified | 0 |
| On the statistics of scaling exponents and the Multiscaling Value at Risk | Feb 11, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Timing Excess Returns A cross-universe approach to alpha | Feb 11, 2020 | BenchmarkingTime Series | —Unverified | 0 |
| Combining Machine Learning with Knowledge-Based Modeling for Scalable Forecasting and Subgrid-Scale Closure of Large, Complex, Spatiotemporal Systems | Feb 10, 2020 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Finding manoeuvre motifs in vehicle telematics | Feb 10, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Representation Learning on Variable Length and Incomplete Wearable-Sensory Time Series | Feb 10, 2020 | Missing ValuesRepresentation Learning | —Unverified | 0 |
| Time Series Alignment with Global Invariances | Feb 10, 2020 | Dynamic Time WarpingTime Series | CodeCode Available | 0 |
| Autoencoder-based time series clustering with energy applications | Feb 10, 2020 | ClusteringTime Series | —Unverified | 0 |
| Learning CHARME models with neural networks | Feb 8, 2020 | Learning TheoryMixture-of-Experts | CodeCode Available | 0 |
| Human Activity Recognition: A Spatio-temporal Image Encoding of 3D Skeleton Data for Online Action Detection | Feb 8, 2020 | Action DetectionActivity Recognition | CodeCode Available | 0 |
| Unsupervised non-parametric change point detection in quasi-periodic signals | Feb 7, 2020 | Change Point DetectionTime Series | —Unverified | 0 |
| Equivalence relations and L^p distances between time series with application to the Black Summer Australian bushfires | Feb 7, 2020 | ClusteringManagement | —Unverified | 0 |
| Online change-point detection with kernels | Feb 7, 2020 | Change Point DetectionTime Series | —Unverified | 0 |
| Anomaly Detection using Deep Autoencoders for in-situ Wastewater Systems Monitoring Data | Feb 7, 2020 | Anomaly DetectionTime Series | —Unverified | 0 |
| Short Term Blood Glucose Prediction based on Continuous Glucose Monitoring Data | Feb 6, 2020 | ManagementPrediction | —Unverified | 0 |
| Uncovering differential equations from data with hidden variables | Feb 6, 2020 | RTETime Series | —Unverified | 0 |
| Machine Learning Methods for Monitoring of Quasi-Periodic Traffic in Massive IoT Networks | Feb 4, 2020 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Error-feedback stochastic modeling strategy for time series forecasting with convolutional neural networks | Feb 3, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Detection of Obstructive Sleep Apnoea Using Features Extracted from Segmented Time-Series ECG Signals Using a One Dimensional Convolutional Neural Network | Feb 3, 2020 | SpecificityTime Series | —Unverified | 0 |
| Convolutional Neural Networks as Summary Statistics for Approximate Bayesian Computation | Jan 31, 2020 | Experimental DesignTime Series | —Unverified | 0 |
| Two-Sample Testing for Event Impacts in Time Series | Jan 31, 2020 | Event DetectionTime Series | CodeCode Available | 0 |
| Semantic Discord: Finding Unusual Local Patterns for Time Series | Jan 30, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Signatures of brain criticality unveiled by maximum entropy analysis across cortical states | Jan 29, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Ensemble Grammar Induction For Detecting Anomalies in Time Series | Jan 29, 2020 | Anomaly DetectionEnsemble Learning | —Unverified | 0 |