| An Empirical Survey of Data Augmentation for Time Series Classification with Neural Networks | Jul 31, 2020 | Data AugmentationGeneral Classification | CodeCode Available | 1 |
| FC-GAGA: Fully Connected Gated Graph Architecture for Spatio-Temporal Traffic Forecasting | Jul 30, 2020 | ManagementTime Series | CodeCode Available | 1 |
| Prediction of hierarchical time series using structured regularization and its application to artificial neural networks | Jul 30, 2020 | Computational EfficiencyPrediction | —Unverified | 0 |
| Anomaly Detection at Scale: The Case for Deep Distributional Time Series Models | Jul 30, 2020 | Anomaly DetectionTime Series | —Unverified | 0 |
| Rethinking Recurrent Neural Networks and Other Improvements for Image Classification | Jul 30, 2020 | General Classificationimage-classification | CodeCode Available | 1 |
| Random Forests for dependent data | Jul 30, 2020 | Decision MakingGaussian Processes | CodeCode Available | 1 |
| Multioutput Gaussian Processes with Functional Data: A Study on Coastal Flood Hazard Assessment | Jul 28, 2020 | Gaussian ProcessesTime Series | CodeCode Available | 0 |
| Calibration of Google Trends Time Series | Jul 27, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Benchmarking Multivariate Time Series Classification Algorithms | Jul 26, 2020 | BenchmarkingClassification | —Unverified | 0 |
| Deep CHORES: Estimating Hallmark Measures of Physical Activity Using Deep Learning | Jul 26, 2020 | Deep LearningTime Series | —Unverified | 0 |
| Regularized Flexible Activation Function Combinations for Deep Neural Networks | Jul 26, 2020 | Image CompressionPhilosophy | —Unverified | 0 |
| Multi-stream RNN for Merchant Transaction Prediction | Jul 25, 2020 | Fraud DetectionPrediction | —Unverified | 0 |
| Graph Gamma Process Generalized Linear Dynamical Systems | Jul 25, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Storywrangler: A massive exploratorium for sociolinguistic, cultural, socioeconomic, and political timelines using Twitter | Jul 25, 2020 | Cultural Vocal Bursts Intensity PredictionTime Series | CodeCode Available | 0 |
| Improving Robustness on Seasonality-Heavy Multivariate Time Series Anomaly Detection | Jul 25, 2020 | Anomaly DetectionGenerative Adversarial Network | —Unverified | 0 |
| ESPRESSO: Entropy and ShaPe awaRe timE-Series SegmentatiOn for processing heterogeneous sensor data | Jul 24, 2020 | Activity RecognitionChange Point Detection | CodeCode Available | 1 |
| Multinomial Sampling for Hierarchical Change-Point Detection | Jul 24, 2020 | Change Point DetectionTime Series | —Unverified | 0 |
| bootUR: An R Package for Bootstrap Unit Root Tests | Jul 23, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Hide-and-Seek Privacy Challenge | Jul 23, 2020 | De-identificationSynthetic Data Generation | CodeCode Available | 0 |
| A Novel Ensemble Deep Learning Model for Stock Prediction Based on Stock Prices and News | Jul 23, 2020 | Deep LearningPhilosophy | —Unverified | 0 |
| Deep Dynamic Factor Models | Jul 23, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Epileptic Seizure Prediction: A Semi-Dilated Convolutional Neural Network Architecture | Jul 22, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Fused-Lasso Regularized Cholesky Factors of Large Nonstationary Covariance Matrices of Longitudinal Data | Jul 22, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Shape-CD: Change-Point Detection in Time-Series Data with Shapes and Neurons | Jul 22, 2020 | Change Point DetectionTime Series | —Unverified | 0 |
| Towards Social & Engaging Peer Learning: Predicting Backchanneling and Disengagement in Children | Jul 22, 2020 | Pupil DilationTime Series | —Unverified | 0 |
