| Predicting Treatment Initiation from Clinical Time Series Data via Graph-Augmented Time-Sensitive Model | Jul 1, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Learning Representations from Imperfect Time Series Data via Tensor Rank Regularization | Jul 1, 2019 | Question AnsweringSentiment Analysis | —Unverified | 0 |
| Fast Convolutive Nonnegative Matrix Factorization Through Coordinate and Block Coordinate Updates | Jun 29, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting | Jun 29, 2019 | Time SeriesTime Series Analysis | CodeCode Available | 2 |
| A multifactorial evaluation framework for gene regulatory network reconstruction | Jun 28, 2019 | Experimental DesignManagement | —Unverified | 0 |
| A 1d convolutional network for leaf and time series classification | Jun 28, 2019 | General ClassificationTime Series | CodeCode Available | 0 |
| Anomaly Subsequence Detection with Dynamic Local Density for Time Series | Jun 28, 2019 | Anomaly DetectionDensity Estimation | —Unverified | 0 |
| An Improvement of PAA on Trend-Based Approximation for Time Series | Jun 28, 2019 | Anomaly DetectionDimensionality Reduction | —Unverified | 0 |
| MLFriend: Interactive Prediction Task Recommendation for Event-Driven Time-Series Data | Jun 28, 2019 | Model SelectionPrediction | —Unverified | 0 |
| Teaching DNNs to design fast fashion | Jun 27, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Sparsity-Assisted Signal Denoising and Pattern Recognition in Time-Series Data | Jun 26, 2019 | DenoisingTime Series | CodeCode Available | 0 |
| Clustering piecewise stationary processes | Jun 26, 2019 | ClusteringTime Series | —Unverified | 0 |
| Gesture Recognition in RGB Videos UsingHuman Body Keypoints and Dynamic Time Warping | Jun 25, 2019 | Dynamic Time WarpingGeneral Classification | CodeCode Available | 0 |
| A Self-supervised Approach to Hierarchical Forecasting with Applications to Groupwise Synthetic Controls | Jun 25, 2019 | counterfactualTime Series | —Unverified | 0 |
| TS-CHIEF: A Scalable and Accurate Forest Algorithm for Time Series Classification | Jun 25, 2019 | AttributeCPU | CodeCode Available | 0 |
| Traffic Flow Combination Forecasting Method Based on Improved LSTM and ARIMA | Jun 25, 2019 | PredictionTime Series | —Unverified | 0 |
| Visualizing High Dimensional Dynamical Processes | Jun 25, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Long Short-Term Memory Neural Networks for False Information Attack Detection in Software-Defined In-Vehicle Network | Jun 24, 2019 | Anomaly DetectionTime Series | —Unverified | 0 |
| Streaming Adaptation of Deep Forecasting Models using Adaptive Recurrent Units | Jun 24, 2019 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Metaheuristics optimized feedforward neural networks for efficient stock price prediction | Jun 23, 2019 | Decision MakingStock Price Prediction | —Unverified | 0 |
| Scalable Bayesian dynamic covariance modeling with variational Wishart and inverse Wishart processes | Jun 22, 2019 | Gaussian ProcessesTime Series | CodeCode Available | 0 |
| Learning from weakly dependent data under Dobrushin's condition | Jun 21, 2019 | Generalization BoundsLearning Theory | —Unverified | 0 |
| Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances | Jun 19, 2019 | Gaussian ProcessesGeneral Classification | CodeCode Available | 0 |
| Automatic estimation of heading date of paddy rice using deep learning | Jun 19, 2019 | image-classificationImage Classification | —Unverified | 0 |
| Analysis | OPEN | Published: 17 June 2019 Multitask learning and benchmarking with clinical time series data | Jun 17, 2019 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 0 |
