| Multitaper Spectral Estimation HDP-HMMs for EEG Sleep Inference | May 18, 2018 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Analyzing high-dimensional time-series data using kernel transfer operator eigenfunctions | May 16, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Tempt to Unify Heterogeneous Driving Databases using Traffic Primitives | May 13, 2018 | Autonomous VehiclesTime Series | —Unverified | 0 |
| Improved Predictive Models for Acute Kidney Injury with IDEAs: Intraoperative Data Embedded Analytics | May 11, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Structural Breaks in Time Series | May 10, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Towards a universal neural network encoder for time series | May 10, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| An Unsupervised Clustering-Based Short-Term Solar Forecasting Methodology Using Multi-Model Machine Learning Blending | May 10, 2018 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Density Forecasts in Panel Data Models: A Semiparametric Bayesian Perspective | May 10, 2018 | Density EstimationTime Series | —Unverified | 0 |
| Foundations of Sequence-to-Sequence Modeling for Time Series | May 9, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Learning representations for multivariate time series with missing data using Temporal Kernelized Autoencoders | May 9, 2018 | Dimensionality ReductionGeneral Classification | —Unverified | 0 |
| Real-time regression analysis with deep convolutional neural networks | May 7, 2018 | Deep Learningregression | CodeCode Available | 0 |
| 30m resolution Global Annual Burned Area Mapping based on Landsat images and Google Earth Engine | May 7, 2018 | Fire DetectionTime Series | —Unverified | 0 |
| Dynamic and Static Topic Model for Analyzing Time-Series Document Collections | May 6, 2018 | ArticlesTime Series | —Unverified | 0 |
| Using Quantum Mechanics to Cluster Time Series | May 4, 2018 | ClusteringTime Series | —Unverified | 0 |
| Robustness of sentence length measures in written texts | May 2, 2018 | LemmatizationSentence | —Unverified | 0 |
| COBRAS-TS: A new approach to Semi-Supervised Clustering of Time Series | May 2, 2018 | ClusteringTime Series | —Unverified | 0 |
| Estimating Gradual-Emotional Behavior in One-Minute Videos with ESNs | May 2, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| An Evaluation of Classification and Outlier Detection Algorithms | May 2, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Towards Experienced Anomaly Detector through Reinforcement Learning | Apr 29, 2018 | Anomaly Detectionreinforcement-learning | —Unverified | 0 |
| Building Models for Biopathway Dynamics Using Intrinsic Dimensionality Analysis | Apr 29, 2018 | Dimensionality ReductionTime Series | —Unverified | 0 |
| Learning from multivariate discrete sequential data using a restricted Boltzmann machine model | Apr 28, 2018 | Collaborative FilteringTime Series | —Unverified | 0 |
| Extended Vertical Lists for Temporal Pattern Mining from Multivariate Time Series | Apr 26, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A posteriori multi-stage optimal trading under transaction costs and a diversification constraint | Apr 25, 2018 | Graph GenerationTime Series | —Unverified | 0 |
| On The Complexity of Sparse Label Propagation | Apr 25, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Deep Learning for Predicting Asset Returns | Apr 25, 2018 | Deep LearningTime Series | CodeCode Available | 0 |