| Local Score Dependent Model Explanation for Time Dependent Covariates | Aug 13, 2019 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| Wasserstein Index Generation Model: Automatic Generation of Time-series Index with Application to Economic Policy Uncertainty | Aug 12, 2019 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Mixture-based Multiple Imputation Model for Clinical Data with a Temporal Dimension | Aug 12, 2019 | Gaussian ProcessesImputation | CodeCode Available | 0 |
| Learning towards Abstractive Timeline Summarization | Aug 11, 2019 | Abstractive Text SummarizationDocument Summarization | CodeCode Available | 0 |
| Show Me Your Account: Detecting MMORPG Game Bot Leveraging Financial Analysis with LSTM | Aug 10, 2019 | Financial AnalysisTime Series | —Unverified | 0 |
| E2GAN: End-to-End Generative Adversarial Network or Multivariate Time Series Imputation | Aug 10, 2019 | Generative Adversarial NetworkImputation | —Unverified | 0 |
| Autoregressive-Model-Based Methods for Online Time Series Prediction with Missing Values: an Experimental Evaluation | Aug 10, 2019 | ImputationMissing Values | —Unverified | 0 |
| A persistent homology approach to heart rate variability analysis with an application to sleep-wake classification | Aug 9, 2019 | General ClassificationHeart Rate Variability | CodeCode Available | 0 |
| TEASER: Early and Accurate Time Series Classification | Aug 9, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| LSTM-based Flow Prediction | Aug 9, 2019 | PredictionTime Series | —Unverified | 0 |
| Sparse Coding of Shape Trajectories for Facial Expression and Action Recognition | Aug 8, 2019 | Action RecognitionDictionary Learning | —Unverified | 0 |
| NeuPDE: Neural Network Based Ordinary and Partial Differential Equations for Modeling Time-Dependent Data | Aug 8, 2019 | Image ClassificationTime Series | —Unverified | 0 |
| Modeling Extreme Events in Time Series Prediction | Aug 8, 2019 | Deep LearningPrediction | —Unverified | 0 |
| Identification of Effective Connectivity Subregions | Aug 8, 2019 | Functional ConnectivityHippocampus | —Unverified | 0 |
| Self-Organizing Maps with Variable Input Length for Motif Discovery and Word Segmentation | Aug 7, 2019 | Language AcquisitionSegmentation | —Unverified | 0 |
| Classification of Hand Movements from EEG using a Deep Attention-based LSTM Network | Aug 6, 2019 | Deep AttentionEEG | —Unverified | 0 |
| Modelling Segmented Cardiotocography Time-Series Signals Using One-Dimensional Convolutional Neural Networks for the Early Detection of Abnormal Birth Outcomes | Aug 6, 2019 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Chatter Detection in Turning Using Machine Learning and Similarity Measures of Time Series via Dynamic Time Warping | Aug 5, 2019 | Dynamic Time WarpingTime Series | —Unverified | 0 |
| Adaptive-Halting Policy Network for Early Classification | Aug 4, 2019 | ClassificationEarly Classification | CodeCode Available | 0 |
| Developing an Unsupervised Real-time Anomaly Detection Scheme for Time Series with Multi-seasonality | Aug 3, 2019 | Anomaly DetectionLine Detection | —Unverified | 0 |
| Agglomerative Likelihood Clustering | Aug 2, 2019 | ClusteringCommunity Detection | CodeCode Available | 0 |
| Linear Dynamics: Clustering without identification | Aug 2, 2019 | ClusteringTime Series | CodeCode Available | 0 |
| Inferring linear and nonlinear Interaction networks using neighborhood support vector machines | Aug 2, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Unsupervised Representation Learning and Anomaly Detection in ECG Sequences | Aug 1, 2019 | Anomaly DetectionClustering | —Unverified | 0 |
| An L0-Norm Constrained Non-Negative Matrix Factorization Algorithm for the Simultaneous Disaggregation of Fixed and Shiftable Loads | Jul 31, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |