Concepedia
Acta Geotechnica · 2023 · 32 citations · 35 references
ComputingComputational EngineeringComputer ScienceMachine LearningOptimizationTunneling EngineeringDeep LearningTrajectory PredictionTunnelingOptimal Parameter TuningRandom Forest ClassificationReal-time Performance PredictionTunneling Control
35
The Elements of Statistical Learning
Theofanis Sapatinas · Journal of the Royal Statistical Society Series A (Statistics in Society) · 2003 · 646 citations · Full text
Natural Sciences, Behavioral Sciences, Psychology +7
Safety risk management of underground engineering in China: Progress, challenges and strategies
Qihu Qian, Peng Lin · Journal of Rock Mechanics and Geotechnical Engineering · 2016 · 232 citations · Full text
Engineering, Civil Engineering, Risk Management +17
Dynamic prediction for attitude and position in shield tunneling: A deep learning method
Cheng Zhou, Xu Hengcheng, Lieyun Ding et al. · Automation in Construction · 2019 · 190 citations
Computing, Computational Engineering, Computer Science +10
Present state, problems and development trends of urban underground space in China
Qihu Qian · Tunnelling and Underground Space Technology · 2016 · 171 citations
Engineering, Urban Planning, Urban Studies +16
A critical evaluation of machine learning and deep learning in shield-ground interaction prediction
Pin Zhang, Huai-Na Wu, Renpeng Chen et al. · Tunnelling and Underground Space Technology · 2020 · 169 citations
Computing, Computer Science, Physics +9