| 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 |
| Density Forecasts in Panel Data Models: A Semiparametric Bayesian Perspective | May 10, 2018 | Density EstimationTime Series | —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 |
| Towards a universal neural network encoder for time series | May 10, 2018 | Time SeriesTime Series Analysis | —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 |
| Deep Learning for Predicting Asset Returns | Apr 25, 2018 | Deep LearningTime Series | CodeCode Available | 0 |
| On The Complexity of Sparse Label Propagation | Apr 25, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Data-Driven Approach for Modeling Stochasticity in Oil Market | Apr 24, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Block-Structure Based Time-Series Models For Graph Sequences | Apr 24, 2018 | Community DetectionTime Series | CodeCode Available | 0 |
| Statistical and Economic Evaluation of Time Series Models for Forecasting Arrivals at Call Centers | Apr 23, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Econometric Modeling of Regional Electricity Spot Prices in the Australian Market | Apr 23, 2018 | regressionTime Series | —Unverified | 0 |
| Spatio-Temporal Neural Networks for Space-Time Series Forecasting and Relations Discovery | Apr 23, 2018 | DecoderEpidemiology | —Unverified | 0 |
| A Deep Learning Approach for Forecasting Air Pollution in South Korea Using LSTM | Apr 21, 2018 | DecoderReading Comprehension | —Unverified | 0 |
| Taylor's law for Human Linguistic Sequences | Apr 21, 2018 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Calibration-free B0 correction of EPI data using structured low rank matrix recovery | Apr 20, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Detecting Regions of Maximal Divergence for Spatio-Temporal Anomaly Detection | Apr 19, 2018 | Anomaly DetectionFraud Detection | CodeCode Available | 0 |
| Deep Generative Networks For Sequence Prediction | Apr 18, 2018 | PredictionRepresentation Learning | CodeCode Available | 0 |
| High Dimensional Time Series Generators | Apr 17, 2018 | Dynamic Time WarpingERP | —Unverified | 0 |
| On Improving Deep Reinforcement Learning for POMDPs | Apr 17, 2018 | Atari GamesDecision Making | —Unverified | 0 |
| Option Pricing under Fast-varying and Rough Stochastic Volatility | Apr 16, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Detecting Concrete Abnormality Using Time-series Thermal Imaging and Supervised Learning | Apr 15, 2018 | Decision MakingTime Series | —Unverified | 0 |
| Predicting Cyber Events by Leveraging Hacker Sentiment | Apr 14, 2018 | Sentiment AnalysisTime Series | —Unverified | 0 |
| An interpretable LSTM neural network for autoregressive exogenous model | Apr 14, 2018 | DecoderTime Series | —Unverified | 0 |
| Fast Gaussian Process Based Gradient Matching for Parameter Identification in Systems of Nonlinear ODEs | Apr 12, 2018 | regressionTime Series | CodeCode Available | 0 |
| Causal Inference via Kernel Deviance Measures | Apr 12, 2018 | Causal DiscoveryCausal Inference | —Unverified | 0 |
| Model identification for ARMA time series through convolutional neural networks | Apr 12, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Anomaly Detection for Industrial Big Data | Apr 9, 2018 | Anomaly DetectionTime Series | —Unverified | 0 |
| Expressway visibility estimation based on image entropy and piecewise stationary time series analysis | Apr 8, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Direct Estimation of Pharmacokinetic Parameters from DCE-MRI using Deep CNN with Forward Physical Model Loss | Apr 8, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Missing Slice Recovery for Tensors Using a Low-rank Model in Embedded Space | Apr 5, 2018 | Missing ElementsTime Series | —Unverified | 0 |
| Real-time Air Pollution prediction model based on Spatiotemporal Big data | Apr 5, 2018 | Air Pollution PredictionPrediction | CodeCode Available | 1 |
| micompm: A MATLAB/Octave toolbox for multivariate independent comparison of observations | Mar 30, 2018 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Novel Fourier Quadrature Transforms and Analytic Signal Representations for Nonlinear and Non-stationary Time Series Analysis | Mar 29, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Spatial heterogeneity analyses identify limitations of epidemic alert systems: Monitoring influenza-like illness in France | Mar 29, 2018 | EpidemiologyTime Series | —Unverified | 0 |