| A textual transform of multivariate time-series for prognostics | Sep 19, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A new approach to the modeling of financial volumes | Sep 18, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Social Style Characterization from Egocentric Photo-streams | Sep 18, 2017 | DiversityTime Series | —Unverified | 0 |
| Granger Mediation Analysis of Multiple Time Series with an Application to fMRI | Sep 15, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Anomaly Detection for a Water Treatment System Using Unsupervised Machine Learning | Sep 15, 2017 | Anomaly DetectionBIG-bench Machine Learning | —Unverified | 0 |
| Motif-based Rule Discovery for Predicting Real-valued Time Series | Sep 14, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting | Sep 14, 2017 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| On Early-stage Debunking Rumors on Twitter: Leveraging the Wisdom of Weak Learners | Sep 13, 2017 | General ClassificationTime Series | —Unverified | 0 |
| Discovering Potential Correlations via Hypercontractivity | Sep 12, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Cascaded Region-based Densely Connected Network for Event Detection: A Seismic Application | Sep 12, 2017 | 2D Object DetectionAbnormal Event Detection In Video | —Unverified | 0 |
| Support Spinor Machine | Sep 11, 2017 | General ClassificationOne-Class Classification | —Unverified | 0 |
| R2N2: Residual Recurrent Neural Networks for Multivariate Time Series Forecasting | Sep 10, 2017 | Multivariate Time Series ForecastingTime Series | —Unverified | 0 |
| LSTM Fully Convolutional Networks for Time Series Classification | Sep 8, 2017 | General ClassificationOutlier Detection | CodeCode Available | 1 |
| RNN-based Early Cyber-Attack Detection for the Tennessee Eastman Process | Sep 7, 2017 | Cyber Attack DetectionFault Detection | —Unverified | 0 |
| Basic Filters for Convolutional Neural Networks Applied to Music: Training or Design? | Sep 7, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Deep and Confident Prediction for Time Series at Uber | Sep 6, 2017 | Anomaly DetectionPrediction | CodeCode Available | 1 |
| Boosting the kernelized shapelets: Theory and algorithms for local features | Sep 5, 2017 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| Tensor Representation in High-Frequency Financial Data for Price Change Prediction | Sep 5, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Towards social pattern characterization in egocentric photo-streams | Sep 5, 2017 | DiversityTime Series | —Unverified | 0 |
| Predicting Remaining Useful Life using Time Series Embeddings based on Recurrent Neural Networks | Sep 4, 2017 | Missing ValuesTime Series | —Unverified | 0 |
| Forecasting Consumer Spending from Purchase Intentions Expressed on Social Media | Sep 1, 2017 | regressionSentiment Analysis | —Unverified | 0 |
| Can Agent-Based Models Probe Market Microstructure? | Aug 31, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A State-Space Approach to Dynamic Nonnegative Matrix Factorization | Aug 31, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Interpretable Categorization of Heterogeneous Time Series Data | Aug 30, 2017 | ClusteringCollision Avoidance | —Unverified | 0 |
| On the Reconstruction Risk of Convolutional Sparse Dictionary Learning | Aug 29, 2017 | Dictionary LearningTime Series | CodeCode Available | 0 |
