| Semantics-aware Adaptive Knowledge Distillation for Sensor-to-Vision Action Recognition | Sep 1, 2020 | Action RecognitionImage Generation | CodeCode Available | 1 |
| MultiSegVA: Using Visual Analytics to Segment Biologging Time Series on Multiple Scales | Sep 1, 2020 | ClusteringSegmentation | —Unverified | 0 |
| Effects of Correlated Noise on the Performance of Persistence Based Dynamic State Detection Methods | Aug 31, 2020 | DiagnosticTime Series | —Unverified | 0 |
| The Computational Capacity of LRC, Memristive and Hybrid Reservoirs | Aug 31, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Data Anomaly Detection for Structural Health Monitoring of Bridges using Shapelet Transform | Aug 31, 2020 | Anomaly DetectionBIG-bench Machine Learning | —Unverified | 0 |
| Benchmarking adversarial attacks and defenses for time-series data | Aug 30, 2020 | Adversarial DefenseBenchmarking | —Unverified | 0 |
| Computer Model Calibration with Time Series Data using Deep Learning and Quantile Regression | Aug 29, 2020 | quantile regressionregression | —Unverified | 0 |
| Pay Attention to Evolution: Time Series Forecasting with Deep Graph-Evolution Learning | Aug 28, 2020 | Ensemble LearningTime Series | CodeCode Available | 0 |
| Fast Partial Fourier Transform | Aug 28, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Koopman Mode Decomposition of Oscillatory Temperature Field inside a Room | Aug 27, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Forecasting with Multiple Seasonality | Aug 27, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Learning Compact Physics-Aware Delayed Photocurrent Models Using Dynamic Mode Decomposition | Aug 27, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| DeepFolio: Convolutional Neural Networks for Portfolios with Limit Order Book Data | Aug 27, 2020 | ManagementTime Series | —Unverified | 0 |
| Investigation of Flash Crash via Topological Data Analysis | Aug 26, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Gesture Recognition from Skeleton Data for Intuitive Human-Machine Interaction | Aug 26, 2020 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| Hybrid Deep Neural Networks to Infer State Models of Black-Box Systems | Aug 26, 2020 | Anomaly DetectionC++ code | CodeCode Available | 0 |
| Automated Model Selection for Time-Series Anomaly Detection | Aug 25, 2020 | Anomaly Detectionmodel | —Unverified | 0 |
| Photonic reservoir computer based on frequency multiplexing | Aug 25, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Counterfactual Explanations for Machine Learning on Multivariate Time Series Data | Aug 25, 2020 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 1 |
| Comparative Computational Analysis of Global Structure in Canonical, Non-Canonical and Non-Literary Texts | Aug 25, 2020 | POSSentence | —Unverified | 0 |
| Prediction of Hilbertian autoregressive processes : a Recurrent Neural Network approach | Aug 25, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| ATM Cash demand forecasting in an Indian Bank with chaos and deep learning | Aug 24, 2020 | Demand ForecastingTime Series | —Unverified | 0 |
| USAD: UnSupervised Anomaly Detection on Multivariate Time Series | Aug 23, 2020 | Anomaly DetectionTime Series | CodeCode Available | 1 |
| Attention based Multi-Modal New Product Sales Time-series Forecasting | Aug 23, 2020 | DecoderNew Product Sales Forecasting | CodeCode Available | 1 |
| TAnoGAN: Time Series Anomaly Detection with Generative Adversarial Networks | Aug 21, 2020 | Anomaly DetectionTime Series | CodeCode Available | 1 |