Yinan Xu

Smart wind speed deep learning based multi-step forecasting model using singular spectrum analysis, convolutional Gated Recurrent Unit network and Support Vector Regression

Hui Liu, Xiwei Mi, Yanfei Li et al. · Renewable Energy · 2019 · 188 citations

Forecasting Methodology, Engineering, Machine Learning +11

Signature-Based Intrusion Detection System (IDS) for In-Vehicle CAN Bus Network

Shiyi Jin, Jin-Gyun Chung, Yinan Xu · 2021 · 71 citations

Vehicle Communication, Internet Of Vehicle, Content Related Anomalies +13

A distributed computing framework for wind speed big data forecasting on Apache Spark

Yinan Xu, Hui Liu, Zhihao Long · Sustainable Energy Technologies and Assessments · 2019 · 69 citations

Cluster Computing, Engineering, Data Science +14

Improved pollution forecasting hybrid algorithms based on the ensemble method

Hui Liu, Yinan Xu, Chao Chen · Applied Mathematical Modelling · 2019 · 51 citations

Forecasting Methodology, Probabilistic Forecasting, Environmental Monitoring +11

A novel hybrid model for multi-step daily AQI forecasting driven by air pollution big data

Yinan Xu, Hui Liu, Zhu Duan · Air Quality Atmosphere & Health · 2020 · 32 citations

Environmental Monitoring, Novel Hybrid Model, Data Science +10