Learning the hard-to-learn: Active learning for imbalanced datasets in data-centric tunnel engineering

Entropy method for determination of weight of evaluating indicators in fuzzy synthetic evaluation for water quality assessment

Zhihong Zou, Yi Yun, Jing-nan SUN · Journal of Environmental Sciences · 2006 · 1K citations

Natural Resources, Environmental Engineering, Water Resources Management +9

Prediction of maximum surface settlement caused by earth pressure balance (EPB) shield tunneling with ANN methods

Renpeng Chen, Pin Zhang, Xin Kang et al. · SOILS AND FOUNDATIONS · 2019 · 271 citations · Full text

Engineering, Civil Engineering, Computer Science +14

Real-time prediction of rock mass classification based on TBM operation big data and stacking technique of ensemble learning

Shaokang Hou, Yaoru Liu, Qiang Yang · Journal of Rock Mechanics and Geotechnical Engineering · 2021 · 257 citations · Full text

Computing, Computer Science, Geological Engineering +16

Maximum F1-Score Discriminative Training Criterion for Automatic Mispronunciation Detection

Hao Huang, Haihua Xu, Wushour Silamu · IEEE/ACM Transactions on Audio Speech and Language Processing · 2015 · 141 citations

Language Studies, Linguistics, Natural Language Processing +5

Tunnel boring machines (TBM) performance prediction: A case study using big data and deep learning

Shangxin Feng, Zuyu Chen, Hua Luo et al. · Tunnelling and Underground Space Technology · 2021 · 133 citations

Engineering, Civil Engineering, Computer Science +17