| Lost in Time: Temporal Analytics for Long-Term Video Surveillance | Dec 20, 2017 | Descriptiveobject-detection | —Unverified | 0 |
| Multi-shot Pedestrian Re-identification via Sequential Decision Making | Dec 19, 2017 | Decision MakingReinforcement Learning | —Unverified | 0 |
| A Shapelet Transform for Multivariate Time Series Classification | Dec 18, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| Squeezed Convolutional Variational AutoEncoder for Unsupervised Anomaly Detection in Edge Device Industrial Internet of Things | Dec 18, 2017 | Anomaly DetectionEdge-computing | —Unverified | 0 |
| Accurate Inference for Adaptive Linear Models | Dec 18, 2017 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Dynamic Boltzmann Machines for Second Order Moments and Generalized Gaussian Distributions | Dec 17, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Experimental design trade-offs for gene regulatory network inference: an in silico study of the yeast Saccharomyces cerevisiae cell cycle | Dec 14, 2017 | Experimental DesignTime Series | —Unverified | 0 |
| Spatial-temporal wind field prediction by Artificial Neural Networks | Dec 13, 2017 | PredictionTime Series | —Unverified | 0 |
| Temporal Stability in Predictive Process Monitoring | Dec 12, 2017 | Binary ClassificationPredictive Process Monitoring | CodeCode Available | 0 |
| Causal Patterns: Extraction of multiple causal relationships by Mixture of Probabilistic Partial Canonical Correlation Analysis | Dec 12, 2017 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Long-Range Correlation Underlying Childhood Language and Generative Models | Dec 11, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Comparative analysis of criteria for filtering time series of word usage frequencies | Dec 10, 2017 | Stochastic OptimizationTime Series | —Unverified | 0 |
| Temporal Attention augmented Bilinear Network for Financial Time-Series Data Analysis | Dec 4, 2017 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Learning User Intent from Action Sequences on Interactive Systems | Dec 4, 2017 | Intent RecognitionMarketing | —Unverified | 0 |
| TrueSkill Through Time: Revisiting the History of Chess | Dec 3, 2017 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Subset Selection and Summarization in Sequential Data | Dec 1, 2017 | DiversityTime Series | —Unverified | 0 |
| Generative Adversarial Networks for Electronic Health Records: A Framework for Exploring and Evaluating Methods for Predicting Drug-Induced Laboratory Test Trajectories | Dec 1, 2017 | Predicting Drug-Induced Laboratory Test EffectsRepresentation Learning | —Unverified | 0 |
| Random Projection Filter Bank for Time Series Data | Dec 1, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Preventing Gradient Explosions in Gated Recurrent Units | Dec 1, 2017 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Practical Data-Dependent Metric Compression with Provable Guarantees | Dec 1, 2017 | QuantizationTime Series | —Unverified | 0 |
| Dynamic-Depth Context Tree Weighting | Dec 1, 2017 | Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| Discriminative State Space Models | Dec 1, 2017 | State Space ModelsTime Series | —Unverified | 0 |
| Multivariate Time Series Classification with WEASEL+MUSE | Nov 30, 2017 | Classificationfeature selection | CodeCode Available | 0 |
| A Neural Stochastic Volatility Model | Nov 30, 2017 | modelTime Series | —Unverified | 0 |
| A Multi-Horizon Quantile Recurrent Forecaster | Nov 29, 2017 | quantile regressionregression | CodeCode Available | 0 |
| 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 |