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| Universal Adversarial Attack on Deep Learning Based Prognostics | Sep 15, 2021 | Adversarial AttackDeep Learning | —Unverified | 0 |
| CAMul: Calibrated and Accurate Multi-view Time-Series Forecasting | Sep 15, 2021 | Decision MakingProbabilistic Time Series Forecasting | CodeCode Available | 1 |
| WaveCorr: Correlation-savvy Deep Reinforcement Learning for Portfolio Management | Sep 14, 2021 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
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| Anomaly Attribution of Multivariate Time Series using Counterfactual Reasoning | Sep 14, 2021 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Vaccination strategies and transmission of COVID-19: evidence across advanced countries | Sep 14, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Instance-wise Graph-based Framework for Multivariate Time Series Forecasting | Sep 14, 2021 | Multivariate Time Series ForecastingTime Series | CodeCode Available | 1 |
| Predicting the outcome of team movements -- Player time series analysis using fuzzy and deep methods for representation learning | Sep 13, 2021 | PositionRepresentation Learning | —Unverified | 0 |
| Towards a Computational Framework for Automated Discovery and Modeling of Biological Rhythms from Wearable Data Streams | Sep 13, 2021 | RhythmTime Series | —Unverified | 0 |
| Prediction of gene expression time series and structural analysis of gene regulatory networks using recurrent neural networks | Sep 13, 2021 | PredictionTime Series | —Unverified | 0 |
| Detecting Handwritten Mathematical Terms with Sensor Based Data | Sep 12, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Towards a Rigorous Evaluation of Time-series Anomaly Detection | Sep 11, 2021 | Anomaly DetectionTime Series | CodeCode Available | 1 |
| A Study of Joint Graph Inference and Forecasting | Sep 10, 2021 | Graph LearningTime Series | —Unverified | 0 |
| Modeling Systems with Machine Learning based Differential Equations | Sep 9, 2021 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Object recognition for robotics from tactile time series data utilising different neural network architectures | Sep 9, 2021 | Object RecognitionTime Series | —Unverified | 0 |
| Stationary Density Estimation of Itô Diffusions Using Deep Learning | Sep 9, 2021 | Deep LearningDensity Estimation | —Unverified | 0 |
| Surrogate Parameters Optimization for Data and Model Fusion of COVID-19 Time-series Data | Sep 9, 2021 | ManagementTime Series | —Unverified | 0 |
| NTS-NOTEARS: Learning Nonparametric DBNs With Prior Knowledge | Sep 9, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Detecting Attacks on IoT Devices using Featureless 1D-CNN | Sep 9, 2021 | Anomaly DetectionBIG-bench Machine Learning | —Unverified | 0 |
| DAE : Discriminatory Auto-Encoder for multivariate time-series anomaly detection in air transportation | Sep 8, 2021 | Anomaly DetectionTime Series | —Unverified | 0 |
| Quantile-based fuzzy clustering of multivariate time series in the frequency domain | Sep 8, 2021 | ClusteringTime Series | —Unverified | 0 |
| Fractional Growth Portfolio Investment | Sep 7, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Mutation frequency time series reveal complex mixtures of clones in the world-wide SARS-CoV-2 viral population | Sep 7, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Supervised DKRC with Images for Offline System Identification | Sep 6, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |