| Sea surface temperature prediction and reconstruction using patch-level neural network representations | Jun 1, 2018 | Numerical IntegrationTime Series | —Unverified | 0 |
| RiskFinder: A Sentence-level Risk Detector for Financial Reports | Jun 1, 2018 | SentenceSentence Embedding | —Unverified | 0 |
| Deep Neural Models of Semantic Shift | Jun 1, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Jerk-Aware Video Acceleration Magnification | Jun 1, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Root-cause Analysis for Time-series Anomalies via Spatiotemporal Graphical Modeling in Distributed Complex Systems | May 31, 2018 | Anomaly DetectionTime Series | —Unverified | 0 |
| Metric on Nonlinear Dynamical Systems with Perron-Frobenius Operators | May 31, 2018 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Predicting County Level Corn Yields Using Deep Long Short Term Memory Models | May 30, 2018 | PredictionTime Series | —Unverified | 0 |
| Unsupervised detection of diachronic word sense evolution | May 29, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Currency exchange prediction using machine learning, genetic algorithms and technical analysis | May 29, 2018 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| BRITS: Bidirectional Recurrent Imputation for Time Series | May 27, 2018 | General ClassificationImputation | CodeCode Available | 0 |
| Adversarial Constraint Learning for Structured Prediction | May 27, 2018 | Pose EstimationPrediction | CodeCode Available | 0 |
| Statistical properties and multifractality of Bitcoin | May 26, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Structure Learning from Time Series with False Discovery Control | May 24, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Multivariate Convolutional Sparse Coding for Electromagnetic Brain Signals | May 24, 2018 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 |
| Approximate Newton-based statistical inference using only stochastic gradients | May 23, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Model Selection in Time Series Analysis: Using Information Criteria as an Alternative to Hypothesis Testing | May 23, 2018 | Model SelectionRelation | —Unverified | 0 |
| Machine-learning inference of fluid variables from data using reservoir computing | May 23, 2018 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Structured Bayesian Gaussian process latent variable model | May 22, 2018 | Imputationmodel | —Unverified | 0 |
| Nonlinear ICA Using Auxiliary Variables and Generalized Contrastive Learning | May 22, 2018 | Contrastive LearningRepresentation Learning | CodeCode Available | 0 |
| Multi-Statistic Approximate Bayesian Computation with Multi-Armed Bandits | May 22, 2018 | Feature EngineeringMulti-Armed Bandits | —Unverified | 0 |
| NEWMA: a new method for scalable model-free online change-point detection | May 21, 2018 | Change Point DetectionTime Series | CodeCode Available | 0 |
| STS Classification with Dual-stream CNN | May 20, 2018 | Activity RecognitionClassification | —Unverified | 0 |
| DLBI: Deep learning guided Bayesian inference for structure reconstruction of super-resolution fluorescence microscopy | May 20, 2018 | Bayesian InferenceDeep Learning | CodeCode Available | 0 |
| On Attention Models for Human Activity Recognition | May 19, 2018 | Activity RecognitionHuman Activity Recognition | —Unverified | 0 |
| Deep Generative Markov State Models | May 19, 2018 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| 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 |