## 3 Model Building and Algorithm Design
### Prediction Algorithm Design
* _[PERSON] (2019)_ [PERSON] Research status of strata control and large mining height fully-mechanized mining technology in China. _Coal Sci. Technol._**2019**, _47_, 37-45. * _[PERSON] (2019)_ [PERSON] Study on Seismic Monitoring and Gas Warning in Mines in Hegang Area. Master's Thesis, Jilin University, Changchun, China, 2019. * _[PERSON] (2022)_ [PERSON] Research on Optimization Design of Mine Field Development Mode in Mechanization Transformation of Da Chang Coal Mine. Master's Thesis, Kunming University of Science and Technology, Kunming, China, 2022. * _[PERSON] (2021)_ [PERSON] On Rock-burst Hazards Assessment Based on AHP-SA Model. _Energy Technol. Manag._**2021**, _46_, 110-112. * _[PERSON] et al. (2022)_ [PERSON] Discussion on Strata Behavior Law at 020907 Fully-mechanized Working Face. _Jiangxi Coal Sci. Technol._**2022**, 14-17+20. * _[PERSON] et al. (2022)_ [PERSON]; [PERSON]; [PERSON]; [PERSON] Analysis of Mineral Pressure under Rigid Top Plate Based on Variance Analysis. _Coal Technol._**2022**, _41_, 20-23. * _[PERSON] et al. (2022)_ [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] Similarity Simulation Study on Mine Pressure Behavior of Intelligent Mining Face with Large Dip Angl. _Min. Res. Dev._**2022**, _42_, 86-91. * (14) [PERSON]; [PERSON] Characteristics of abnormal underground pressure in fully mechanized caving face based on multi-source data analysis. _Coal Eng._**2021**, _53_, 87-91. * (15) [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] Mechanism and control of strata pressure behavior anomaly in fully mechanized top-coal caving face of extra-thick coal sea. _J. China Coal Soc._**2018**, _43_, 359-368. * (16) [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] Predicting ground pressure evolution and support crushing of fully mechanized top coal caving face based on zoning support mechanical model. _J. China Coal Soc._**2022**, _47_, 3622-3633. * (17) [PERSON]; [PERSON]; [PERSON]; [PERSON] Strata behavior regularity and overlying strata broken structure of super large mining-height working face with 8.8 m support. _[PERSON]. [PERSON]. Saf. Eng._**2021**, _38_, 655-665. * (18) [PERSON]; [PERSON]; [PERSON] Multiple factor sensitivity analysis of strata pressure behaviour in shallow coal seam mining. _[PERSON]. [PERSON]. Saf. Eng._**2016**, _33_, 853-859. * (19) [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] Strata Behavior of Fully-Mechanized Face with 7.0 m Height Support. _[PERSON]. Saf. Eng._**2012**, _29_, 344-350+356. * (20) [PERSON]; [PERSON]; [PERSON]; [PERSON] Mine pressure prediction method based on random forest. _[PERSON]. Strat. Control Eng._**2021**, \(3\), 71-81. * (21) [PERSON] Mineral Pressure Manifestation Prediction Method Based on Machine Learning. Master's Thesis, Xi'an University of Science and Technology, Xi'an, China, 2021. * (22) [PERSON] Research on Prediction Technology of Mining Area Pressure Based on Large Data of Support Working Resistance. Master's Thesis, Shandong University of Science and Technology, Shandong, China, 2018. * (23) [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] Transfer prediction of underground pressure for fully mechanized mining face based on MRDA-FLPEM integrated algorithm. _J. China Coal Soc._**2021**, _46_, 529-538. * (24) [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] Roof pressure data prediction for working face based on back propagation neural network. _Saf. Coal Mines_**2021**, _52_, 216-220. * (25) [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] Method of double-cycle analysis and prediction for rock pressure based on the support load. _J. China Coal Soc._**2021**, _46_, 3116-3126. * (26) [PERSON] Application Research of the Prediction Model for the Coal Working Face Roof Pressure Based on GA-BP Neural Networks. Master's Thesis, China University of Mining and Technology, Beijing, China, 2019. * (27) [PERSON]; [PERSON]; [PERSON], [PERSON] Machine learning method for rock burst prediction and early warning. _[PERSON]. Min. Rock Control Eng._**2021**, \(3\), 57-68.