| Feedforward Neural Network for Time Series Anomaly Detection | Dec 20, 2018 | Anomaly DetectionCPU | —Unverified | 0 |
| NeuralWarp: Time-Series Similarity with Warping Networks | Dec 20, 2018 | SentenceSentence Similarity | CodeCode Available | 0 |
| DeepAnT: A Deep Learning Approach for Unsupervised Anomaly Detection in Time Series | Dec 19, 2018 | Anomaly DetectionTime Series | CodeCode Available | 0 |
| A Comparison of LSTMs and Attention Mechanisms for Forecasting Financial Time Series | Dec 18, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Deep Gated Recurrent and Convolutional Network Hybrid Model for Univariate Time Series Classification | Dec 18, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Video Trajectory Classification and Anomaly Detection Using Hybrid CNN-VAE | Dec 18, 2018 | Anomaly DetectionClassification | CodeCode Available | 0 |
| Unsupervised Anomaly Detection in Energy Time Series Data Using Variational Recurrent Autoencoders with Attention | Dec 17, 2018 | Anomaly DetectionDeep Attention | —Unverified | 0 |
| Using Detailed Access Trajectories for Learning Behavior Analysis | Dec 14, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Sequence Prediction using Spectral RNNs | Dec 13, 2018 | PredictionTime Series | CodeCode Available | 0 |
| Combining Sentinel-1 and Sentinel-2 Time Series via RNN for object-based land cover classification | Dec 13, 2018 | General ClassificationLand Cover Classification | —Unverified | 0 |
| Impact of Data Normalization on Deep Neural Network for Time Series Forecasting | Dec 13, 2018 | image-classificationImage Classification | —Unverified | 0 |
| Deep Air Quality Forecasting Using Hybrid Deep Learning Framework | Dec 12, 2018 | Deep LearningManagement | —Unverified | 0 |
| Closed-form Inference and Prediction in Gaussian Process State-Space Models | Dec 10, 2018 | FormState Space Models | —Unverified | 0 |
| Bitcoin Forecasting Using ARIMA and PROPHET | Dec 9, 2018 | feature selectionModel Selection | —Unverified | 0 |
| Applying Nature-Inspired Optimization Algorithms for Selecting Important Timestamps to Reduce Time Series Dimensionality | Dec 9, 2018 | ClusteringTime Series | —Unverified | 0 |
| Fast Training Algorithms for Deep Convolutional Fuzzy Systems with Application to Stock Index Prediction | Dec 7, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| seq2graph: Discovering Dynamic Dependencies from Multivariate Time Series with Multi-level Attention | Dec 7, 2018 | ClusteringManagement | —Unverified | 0 |
| Time Series Featurization via Topological Data Analysis | Dec 7, 2018 | Dimensionality ReductionFeature Engineering | —Unverified | 0 |
| A novel health risk model based on intraday physical activity time series collected by smartphones | Dec 6, 2018 | Domain AdaptationTime Series | —Unverified | 0 |
| Anomaly detection with Wasserstein GAN | Dec 6, 2018 | Anomaly DetectionTime Series | —Unverified | 0 |
| Time-Discounting Convolution for Event Sequences with Ambiguous Timestamps | Dec 6, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| RobustSTL: A Robust Seasonal-Trend Decomposition Algorithm for Long Time Series | Dec 5, 2018 | Anomaly DetectionTime Series | CodeCode Available | 0 |
| Estimation of multivariate asymmetric power GARCH models | Dec 5, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Learning Individualized Cardiovascular Responses from Large-scale Wearable Sensors Data | Dec 4, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Examining Deep Learning Architectures for Crime Classification and Prediction | Dec 3, 2018 | ClassificationCrime Prediction | —Unverified | 0 |