| 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 |
| Spatio-Temporal Neural Networks for Space-Time Series Forecasting and Relations Discovery | Apr 23, 2018 | DecoderEpidemiology | —Unverified | 0 |
| Econometric Modeling of Regional Electricity Spot Prices in the Australian Market | Apr 23, 2018 | regressionTime Series | —Unverified | 0 |
| Taylor's law for Human Linguistic Sequences | Apr 21, 2018 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| A Deep Learning Approach for Forecasting Air Pollution in South Korea Using LSTM | Apr 21, 2018 | DecoderReading Comprehension | —Unverified | 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 |
| On Improving Deep Reinforcement Learning for POMDPs | Apr 17, 2018 | Atari GamesDecision Making | —Unverified | 0 |
| High Dimensional Time Series Generators | Apr 17, 2018 | Dynamic Time WarpingERP | —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 |
| micompm: A MATLAB/Octave toolbox for multivariate independent comparison of observations | Mar 30, 2018 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Spatial heterogeneity analyses identify limitations of epidemic alert systems: Monitoring influenza-like illness in France | Mar 29, 2018 | EpidemiologyTime Series | —Unverified | 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 |
| Detection of Structural Change in Geographic Regions of Interest by Self Organized Mapping: Las Vegas City and Lake Mead across the Years | Mar 29, 2018 | QuantizationTime Series | CodeCode Available | 0 |
| Bag of Recurrence Patterns Representation for Time-Series Classification | Mar 29, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Non-Linear Temporal Subspace Representations for Activity Recognition | Mar 27, 2018 | Action RecognitionActivity Recognition | —Unverified | 0 |
| Kinetic Compressive Sensing | Mar 27, 2018 | Compressive SensingGPU | —Unverified | 0 |
| Inferring network connectivity from event timing patterns | Mar 27, 2018 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Scalable photonic reinforcement learning by time-division multiplexing of laser chaos | Mar 26, 2018 | Decision Makingreinforcement-learning | —Unverified | 0 |
| MOrdReD: Memory-based Ordinal Regression Deep Neural Networks for Time Series Forecasting | Mar 26, 2018 | Astronomyregression | CodeCode Available | 0 |
| Classification of simulated radio signals using Wide Residual Networks for use in the search for extra-terrestrial intelligence | Mar 23, 2018 | General ClassificationTime Series | CodeCode Available | 0 |
| Nonlinear Deconvolution by Sampling Biophysically Plausible Hemodynamic Models | Mar 23, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| An Incremental Boolean Tensor Factorization approach to model Change Patterns of Objects in Images | Mar 23, 2018 | Change DetectionGeneral Classification | —Unverified | 0 |
| Seglearn: A Python Package for Learning Sequences and Time Series | Mar 21, 2018 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 0 |
| Reservoir computing approaches for representation and classification of multivariate time series | Mar 21, 2018 | Dimensionality ReductionGeneral Classification | CodeCode Available | 0 |
| An Unsupervised Multivariate Time Series Kernel Approach for Identifying Patients with Surgical Site Infection from Blood Samples | Mar 21, 2018 | General ClassificationImputation | —Unverified | 0 |
| Efficient Recurrent Neural Networks using Structured Matrices in FPGAs | Mar 20, 2018 | Model CompressionTime Series | —Unverified | 0 |
| Dynamic Natural Language Processing with Recurrence Quantification Analysis | Mar 19, 2018 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Learning non-Gaussian Time Series using the Box-Cox Gaussian Process | Mar 19, 2018 | Gaussian ProcessesTime Series | —Unverified | 0 |
| Forecasting Economics and Financial Time Series: ARIMA vs. LSTM | Mar 16, 2018 | Deep LearningTime Series | —Unverified | 0 |
| Theory and Algorithms for Forecasting Time Series | Mar 15, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Capturing Structure Implicitly from Time-Series having Limited Data | Mar 15, 2018 | scientific discoverySmall Data Image Classification | CodeCode Available | 0 |
| Generalised Structural CNNs (SCNNs) for time series data with arbitrary graph topology | Mar 14, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Sales forecasting using WaveNet within the framework of the Kaggle competition | Mar 11, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Adaptive Kernel Estimation of the Spectral Density with Boundary Kernel Analysis | Mar 11, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Detecting Nonlinear Causality in Multivariate Time Series with Sparse Additive Models | Mar 11, 2018 | Additive modelsModel Selection | —Unverified | 0 |
| Deep reinforcement learning for time series: playing idealized trading games | Mar 11, 2018 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 0 |