Concepedia
Statistics
Publications
11
Citations
308
H-Index
Active since
2017
Affiliations
Renmin University of China(Current)
ETH Zurich
Macquarie University
Southern University of Science and Technology
Guangyuan Gao is an author at Renmin University of China specializing in engineering, statistics, and computer science.
Top concepts
EngineeringStatisticsData ScienceComputer ScienceMachine LearningPredictive AnalyticsManagementMachine VisionFeature ExtractionPattern Recognition
Publications per year
2017–2022
Claims frequency modeling using telematics car driving data
Guangyuan Gao, Shengwang Meng, Mario V. Wüthrich · Scandinavian Actuarial Journal · 2018 · 71 citations
Engineering, Machine Learning, Feature Extraction +16
Boosting Poisson regression models with telematics car driving data
Guangyuan Gao, He Wang, Mario V. Wüthrich · Machine Learning · 2021 · 43 citations · Full text
Artificial Intelligence, Automotive Tracking, Engineering +16
Feature extraction from telematics car driving heatmaps
Guangyuan Gao, Mario V. Wüthrich · European Actuarial Journal · 2018 · 38 citations
Telemetry, Machine Vision, Image Analysis +7
Convolutional Neural Network Classification of Telematics Car Driving Data
Guangyuan Gao, Mario V. Wüthrich · Risks · 2019 · 35 citations · Full text
Automotive Tracking, Convolutional Neural Network, Location Tracking +15
IMPROVING AUTOMOBILE INSURANCE CLAIMS FREQUENCY PREDICTION WITH TELEMATICS CAR DRIVING DATA
Shengwang Meng, He Wang, Yanlin Shi et al. · Astin Bulletin · 2021 · 26 citations
Risk Analytics, Machine Learning, Data Science +14
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