Risk Prediction of Coal and Gas Outburst in Deep Coal Mines Based on the SAPSO-ELM Algorithm
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- Seyed Amir Naghibi & Kourosh Ahmadi & Alireza Daneshi, 2017. "Application of Support Vector Machine, Random Forest, and Genetic Algorithm Optimized Random Forest Models in Groundwater Potential Mapping," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 31(9), pages 2761-2775, July.
- Hanpeng Wang & Bing Zhang & Liang Yuan & Guofeng Yu & Wei Wang, 2018. "Gas Release Characteristics in Coal under Different Stresses and Their Impact on Outbursts," Energies, MDPI, vol. 11(10), pages 1-15, October.
- Huiming Yang & Guangcai Wen & Qianting Hu & Yuanyuan Li & Linchao Dai, 2018. "Experimental Investigation on Influence Factors of Acoustic Emission Activity in Coal Failure Process," Energies, MDPI, vol. 11(6), pages 1-16, June.
- Haibo Liu & Yujie Dong & Fuzhong Wang, 2020. "Gas Outburst Prediction Model Using Improved Entropy Weight Grey Correlation Analysis and IPSO-LSSVM," Mathematical Problems in Engineering, Hindawi, vol. 2020, pages 1-10, November.
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- Asad Rasheed & Kalyana C. Veluvolu, 2024. "Respiratory Motion Prediction with Empirical Mode Decomposition-Based Random Vector Functional Link," Mathematics, MDPI, vol. 12(4), pages 1-20, February.
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Keywords
deep coal mine; coal and gas outburst; risk prediction; SAPSO; extreme learning machine algorithm;All these keywords.
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