Tao Yan

Prediction of geological characteristics from shield operational parameters by integrating grid search and K-fold cross validation into stacking classification algorithm

Tao Yan, Shui‐Long Shen, Annan Zhou et al. · Journal of Rock Mechanics and Geotechnical Engineering · 2022 · 170 citations · Full text

Geotechnical Engineering, Engineering, Data Science +9

Deep learning analysis for energy consumption of shield tunneling machine drive system

Khalid Elbaz, Tao Yan, Annan Zhou et al. · Tunnelling and Underground Space Technology · 2022 · 96 citations

Energy Consumption, Electrical Engineering, Engineering +6

Prediction of long-term water quality using machine learning enhanced by Bayesian optimisation

Tao Yan, Annan Zhou, Shui‐Long Shen · Environmental Pollution · 2022 · 84 citations

Bayesian Statistic, Engineering, Machine Learning +12

Dynamic changes of gut and lung microorganisms during chronic obstructive pulmonary disease exacerbations

Zhe Sun, Qiu‐Li Zhu, Yun Shen et al. · The Kaohsiung Journal of Medical Sciences · 2019 · 67 citations · Full text

Identification of geological characteristics from construction parameters during shield tunnelling

Tao Yan, Shui‐Long Shen, Annan Zhou · Acta Geotechnica · 2022 · 66 citations · Full text

Underground Infrastructure, Engineering, Fuzzy C-means Algorithm +19