| Role of Deep LSTM Neural Networks And WiFi Networks in Support of Occupancy Prediction in Smart Buildings | Nov 28, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| OSTSC: Over Sampling for Time Series Classification in R | Nov 27, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| Forecasting of a Hierarchical Functional Time Series on Example of Macromodel for Day and Night Air Pollution in Silesia Region: A Critical Overview | Nov 25, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Warped-Linear Models for Time Series Classification | Nov 24, 2017 | ClassificationDynamic Time Warping | —Unverified | 0 |
| Random matrix approach to estimation of high-dimensional factor models | Nov 23, 2017 | Dimensionality ReductionTime Series | —Unverified | 0 |
| Variational Encoding of Complex Dynamics | Nov 23, 2017 | Protein FoldingTime Series | CodeCode Available | 0 |
| An Interpretable and Sparse Neural Network Model for Nonlinear Granger Causality Discovery | Nov 22, 2017 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Train, Diagnose and Fix: Interpretable Approach for Fine-grained Action Recognition | Nov 22, 2017 | 3D Action RecognitionAction Recognition | —Unverified | 0 |
| An Efficient ADMM Algorithm for Structural Break Detection in Multivariate Time Series | Nov 22, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Self-Similarity Based Time Warping | Nov 20, 2017 | Dynamic Time WarpingTime Series | —Unverified | 0 |
| A Graph Signal Processing Approach For Real-Time Traffic Prediction In Transportation Networks | Nov 19, 2017 | ClusteringManagement | —Unverified | 0 |
| Classification of postoperative surgical site infections from blood measurements with missing data using recurrent neural networks | Nov 17, 2017 | General ClassificationImputation | —Unverified | 0 |
| Bidirectional deep-readout echo state networks | Nov 17, 2017 | ClassificationDimensionality Reduction | CodeCode Available | 0 |
| Beyond Sparsity: Tree Regularization of Deep Models for Interpretability | Nov 16, 2017 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Spatial Mapping with Gaussian Processes and Nonstationary Fourier Features | Nov 15, 2017 | Gaussian ProcessesTime Series | —Unverified | 0 |
| A Correlation Based Feature Representation for First-Person Activity Recognition | Nov 15, 2017 | Activity RecognitionEgocentric Activity Recognition | CodeCode Available | 0 |
| Learning to Predict with Highly Granular Temporal Data: Estimating individual behavioral profiles with smart meter data | Nov 15, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Sparsification of the Alignment Path Search Space in Dynamic Time Warping | Nov 13, 2017 | Dynamic Time WarpingGeneral Classification | —Unverified | 0 |
| Deep-ESN: A Multiple Projection-encoding Hierarchical Reservoir Computing Framework | Nov 13, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Attend and Diagnose: Clinical Time Series Analysis using Attention Models | Nov 10, 2017 | SandTime Series | —Unverified | 0 |
| Interpretable Vector AutoRegressions with Exogenous Time Series | Nov 9, 2017 | ManagementMarketing | —Unverified | 0 |
| Long-Term Online Smoothing Prediction Using Expert Advice | Nov 8, 2017 | PredictionTime Series | —Unverified | 0 |
| Deep Learning for Real-time Gravitational Wave Detection and Parameter Estimation: Results with Advanced LIGO Data | Nov 8, 2017 | Gravitational Wave Detectionparameter estimation | —Unverified | 0 |
| DeepRain: ConvLSTM Network for Precipitation Prediction using Multichannel Radar Data | Nov 7, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Computer activity learning from system call time series | Nov 6, 2017 | General ClassificationMalware Classification | —Unverified | 0 |