| PI-Net: A Deep Learning Approach to Extract Topological Persistence Images | Jun 5, 2019 | Activity RecognitionDeep Learning | CodeCode Available | 0 |
| CCMI : Classifier based Conditional Mutual Information Estimation | Jun 5, 2019 | feature selectionMutual Information Estimation | CodeCode Available | 0 |
| Neural Learning of Online Consumer Credit Risk | Jun 5, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Brain-Network Clustering via Kernel-ARMA Modeling and the Grassmannian | Jun 5, 2019 | ClusteringCommunity Detection | —Unverified | 0 |
| Streaming Variational Monte Carlo | Jun 4, 2019 | Gaussian ProcessesState Space Models | CodeCode Available | 0 |
| Cellular Traffic Prediction and Classification: a comparative evaluation of LSTM and ARIMA | Jun 3, 2019 | General ClassificationPrediction | —Unverified | 0 |
| Learning Interpretable Shapelets for Time Series Classification through Adversarial Regularization | Jun 3, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| A Fast-Optimal Guaranteed Algorithm For Learning Sub-Interval Relationships in Time Series | Jun 3, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Context Dependent Semantic Parsing over Temporally Structured Data | Jun 1, 2019 | DecoderSemantic Parsing | —Unverified | 0 |
| Using time series and natural language processing to identify viral moments in the 2016 U.S. Presidential Debate | Jun 1, 2019 | Domain AdaptationTime Series | —Unverified | 0 |
| Learning low-dimensional state embeddings and metastable clusters from time series data | Jun 1, 2019 | ClusteringTime Series | —Unverified | 0 |
| Multimodal Transformer for Unaligned Multimodal Language Sequences | Jun 1, 2019 | Multimodal Sentiment AnalysisTime Series | CodeCode Available | 0 |
| Super-resolution of Time-series Labels for Bootstrapped Event Detection | Jun 1, 2019 | Event DetectionSuper-Resolution | —Unverified | 0 |
| Patient-Specific Effects of Medication Using Latent Force Models with Gaussian Processes | Jun 1, 2019 | Gaussian ProcessesTime Series | —Unverified | 0 |
| Patch Learning | Jun 1, 2019 | BIG-bench Machine LearningEnsemble Learning | CodeCode Available | 0 |
| Using Clinical Notes for ICU Management | May 31, 2019 | DecompensationManagement | —Unverified | 0 |
| On Policy Evaluation with Aggregate Time-Series Shocks | May 31, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Time Series Anomaly Detection Using Convolutional Neural Networks and Transfer Learning | May 31, 2019 | Anomaly DetectionTime Series | —Unverified | 0 |
| General anesthesia reduces complexity and temporal asymmetry of the informational structures derived from neural recordings in Drosophila | May 30, 2019 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Confirmatory Bayesian Online Change Point Detection in the Covariance Structure of Gaussian Processes | May 30, 2019 | Change Point DetectionGaussian Processes | —Unverified | 0 |
| Factorized Inference in Deep Markov Models for Incomplete Multimodal Time Series | May 30, 2019 | State Space ModelsTime Series | —Unverified | 0 |
| A novel hybrid model based on multi-objective Harris hawks optimization algorithm for daily PM2.5 and PM10 forecasting | May 30, 2019 | Air Pollution PredictionPrediction | —Unverified | 0 |
| Efficient Covariance Estimation from Temporal Data | May 30, 2019 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Monotonic Gaussian Process Flow | May 30, 2019 | Gaussian ProcessesTime Series | CodeCode Available | 0 |
| Learning Temporal Causal Sequence Relationships from Real-Time Time-Series | May 29, 2019 | Anomaly DetectionTime Series | —Unverified | 0 |