| 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 |
| LSTM-based Flow Prediction | Aug 9, 2019 | PredictionTime Series | —Unverified | 0 |
| TEASER: Early and Accurate Time Series Classification | Aug 9, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Modeling Extreme Events in Time Series Prediction | Aug 8, 2019 | Deep LearningPrediction | —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 |
| 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 |
| Linear Dynamics: Clustering without identification | Aug 2, 2019 | ClusteringTime Series | CodeCode Available | 0 |
| Agglomerative Likelihood Clustering | Aug 2, 2019 | ClusteringCommunity Detection | 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 |
| Large-scale directed network inference with multivariate transfer entropy and hierarchical statistical testing | Jul 30, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Time Series Analysis of Big Data for Electricity Price and Demand to Find Cyber-Attacks part 2: Decomposition Analysis | Jul 30, 2019 | Cyber Attack DetectionTime Series | —Unverified | 0 |
| Is type 1 diabetes a chaotic phenomenon? | Jul 29, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| SAZED: parameter-free domain-agnostic season length estimation in time series data | Jul 26, 2019 | Time Series | CodeCode Available | 0 |
| Classification of chaotic time series with deep learning | Jul 26, 2019 | ClassificationDeep Learning | —Unverified | 0 |
| Scalable Dictionary Classifiers for Time Series Classification | Jul 26, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Robust Anomaly Detection for Multivariate Time Series through Stochastic Recurrent Neural Network | Jul 25, 2019 | Anomaly DetectionTime Series | CodeCode Available | 0 |
