Prediction of Oil Content in Oil Shale by Near-Infrared Spectroscopy Based on Stacking Ensemble Learning

LI Quan-lun; CHEN Zheng-guang; JIAO Feng

doi:10.3964/j.issn.1000-0593(2023)04-1030-07

Journals >Spectroscopy and Spectral Analysis >Volume 43 >Issue 4 >Page 1030 > Article

Spectroscopy and Spectral Analysis
Vol. 43, Issue 4, 1030 (2023)

Prediction of Oil Content in Oil Shale by Near-Infrared Spectroscopy Based on Stacking Ensemble Learning

LI Quan-lun^1、*, CHEN Zheng-guang¹, and JIAO Feng²

Author Affiliations

¹[in Chinese]

²[in Chinese]

show less

DOI: 10.3964/j.issn.1000-0593(2023)04-1030-07 Cite this Article

LI Quan-lun, CHEN Zheng-guang, JIAO Feng. Prediction of Oil Content in Oil Shale by Near-Infrared Spectroscopy Based on Stacking Ensemble Learning[J]. Spectroscopy and Spectral Analysis, 2023, 43(4): 1030 Copy Citation Text

show less

References

[5] Romeo M J, Adams M J, Hind A R, et al. Journal of Near Infrared Spectroscopy, 2002, 10(3): 223.

[7] Breiman L. Machine Learning, 2001, 45(1): 5.

[8] Cortes C, Vapnik V. Machine Learning, 1995, 20(3): 273.

[9] Mahmood A, Li T, Yang Y, et al. Knowledge-Based Systems, 2015, 76: 53.

[10] Nag K, Pal N R. IEEE Transactions on Cybernetics, 2015, 46(2): 499.

[11] Wolpert D H. Neural Networks, 1992, 5(2): 241.

Download Citation

Save the article for my favorites

Paper Information