| Assessing the effect of advertising expenditures upon sales: a Bayesian structural time series model | Jan 9, 2018 | SchedulingTime Series | —Unverified | 0 |
| Deep Bidirectional and Unidirectional LSTM Recurrent Neural Network for Network-wide Traffic Speed Prediction | Jan 7, 2018 | Missing ValuesTime Series | CodeCode Available | 0 |
| Dilated Convolutional Neural Networks for Time Series Forecasting | Jan 2, 2018 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Relational Multi-Instance Learning for Concept Annotation from Medical Time Series | Jan 1, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Recurrent Auto-Encoder Model for Multidimensional Time Series Representation | Jan 1, 2018 | ClusteringDecoder | —Unverified | 0 |
| Neighbor-encoder | Jan 1, 2018 | DecoderRepresentation Learning | —Unverified | 0 |
| Modifying memories in a Recurrent Neural Network Unit | Jan 1, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Bayesian Time Series Forecasting with Change Point and Anomaly Detection | Jan 1, 2018 | Anomaly DetectionChange Point Detection | —Unverified | 0 |
| Learning to Treat Sepsis with Multi-Output Gaussian Process Deep Recurrent Q-Networks | Jan 1, 2018 | Deep Reinforcement LearningGaussian Processes | —Unverified | 0 |
| Learning temporal evolution of probability distribution with Recurrent Neural Network | Jan 1, 2018 | General Classificationregression | —Unverified | 0 |
| Jiffy: A Convolutional Approach to Learning Time Series Similarity | Jan 1, 2018 | Representation LearningTime Series | —Unverified | 0 |
| Initialization matters: Orthogonal Predictive State Recurrent Neural Networks | Jan 1, 2018 | regressionTime Series | —Unverified | 0 |
| A Unified Method for First and Third Person Action Recognition | Dec 30, 2017 | Action RecognitionGeneral Classification | —Unverified | 0 |
| Recent Advances in Recurrent Neural Networks | Dec 29, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Co-Morbidity Exploration on Wearables Activity Data Using Unsupervised Pre-training and Multi-Task Learning | Dec 27, 2017 | Decision MakingManagement | —Unverified | 0 |
| A Composite Quantile Fourier Neural Network for Multi-Step Probabilistic Forecasting of Nonstationary Univariate Time Series | Dec 27, 2017 | FormPrediction Intervals | —Unverified | 0 |
| An Artificial Neural Network-based Stock Trading System Using Technical Analysis and Big Data Framework | Dec 27, 2017 | Stock Price PredictionTime Series | —Unverified | 0 |
| Variational Bayes Estimation of Discrete-Margined Copula Models with Application to Time Series | Dec 26, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| An Exact and Robust Conformal Inference Method for Counterfactual and Synthetic Controls | Dec 25, 2017 | Causal InferenceConformal Prediction | CodeCode Available | 0 |
| Online Forecasting Matrix Factorization | Dec 23, 2017 | Missing ValuesTime Series | —Unverified | 0 |
| Dropout Feature Ranking for Deep Learning Models | Dec 22, 2017 | Deep LearningTime Series | CodeCode Available | 0 |
| DancingLines: An Analytical Scheme to Depict Cross-Platform Event Popularity | Dec 22, 2017 | DiversityDynamic Time Warping | —Unverified | 0 |
| Estimating activity cycles with probabilistic methods II. The Mount Wilson Ca H&K data | Dec 21, 2017 | Gaussian ProcessesTime Series | —Unverified | 0 |
| Multi-task learning of time series and its application to the travel demand | Dec 21, 2017 | Dynamic Time WarpingMulti-Task Learning | —Unverified | 0 |
| Contemporary machine learning: a guide for practitioners in the physical sciences | Dec 20, 2017 | BIG-bench Machine LearningTime Series | —Unverified | 0 |