François-Xavier Aubet
Publications by Year
Research Areas
Time Series Analysis and Forecasting, Anomaly Detection Techniques and Applications, Forecasting Techniques and Applications, Natural Language Processing Techniques, IoT and Edge/Fog Computing
Most-Cited Works
- → Deep Learning for Time Series Forecasting: Tutorial and Literature Survey(2022)280 cited
- All Eyes on You: Distributed Multi-Dimensional IoT Microservice Anomaly Detection(2018)
- → Neural Contextual Anomaly Detection for Time Series(2022)58 cited
- → Graph-based IoT microservice security(2018)52 cited
- → Deep Learning-aided Resource Orchestration for Vehicular Safety Communication(2019)12 cited
- → Learning Quantile Functions without Quantile Crossing for Distribution-free Time Series Forecasting(2021)11 cited
- → Multivariate Quantile Function Forecaster(2022)8 cited
- → Online Time Series Anomaly Detection with State Space Gaussian Processes(2022)6 cited
- → Deep Learning-aided Application Scheduler for Vehicular Safety Communication(2019)6 cited
- A Study of Joint Graph Inference and Forecasting(2021)