Prediction of Coal Calorific Value Based on a Hybrid Linear Regression and Support Vector Machine Model

被引:0
|
作者
机构
[1] Sun, Kelei
[2] Gu, Rongrong
[3] Zhou, Huaping
来源
Sun, K. (klsun@aust.edu.cn) | 1600年 / Springer Verlag卷 / 212期
关键词
Regression analysis;
D O I
10.1007/978-3-642-37502-6_104
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [21] Improved Hybrid Model Based on Support Vector Regression Machine for Monthly Precipitation Forecasting
    Chen, Xuejun
    Zhu, Suling
    JOURNAL OF COMPUTERS, 2013, 8 (01) : 232 - 239
  • [22] Prediction of gross calorific value as a function of proximate parameters for Jharia and Raniganj coal using machine learning based regression methods
    Mondal, Chinmay
    Pandey, Aditya
    Pal, Samir Kumar
    Samanta, Biswajit
    Dutta, Dibyendu
    INTERNATIONAL JOURNAL OF COAL PREPARATION AND UTILIZATION, 2022, 42 (12) : 3763 - 3776
  • [23] CARBON EMISSION PREDICTION MODEL OF AGROFORESTRY ECOSYSTEM BASED ON SUPPORT VECTOR REGRESSION MACHINE
    Cai, J.
    Ma, X.
    APPLIED ECOLOGY AND ENVIRONMENTAL RESEARCH, 2019, 17 (03): : 6397 - 6413
  • [24] Disaster prediction model based on support vector machine for regression and improved differential evolution
    Xiaobing Yu
    Natural Hazards, 2017, 85 : 959 - 976
  • [25] Disaster prediction model based on support vector machine for regression and improved differential evolution
    Yu, Xiaobing
    NATURAL HAZARDS, 2017, 85 (02) : 959 - 976
  • [26] Estimation of low calorific value of blended coals based on support vector regression and sensitivity analysis in coal-fired power plants
    Qi, Minfang
    Luo, Huageng
    Wei, Peijun
    Fu, Zhongguang
    FUEL, 2019, 236 : 1400 - 1407
  • [27] A Novel Artificial Intelligence Technique to Estimate the Gross Calorific Value of Coal Based on Meta-Heuristic and Support Vector Regression Algorithms
    Hoang-Bac Bui
    Hoang Nguyen
    Choi, Yosoon
    Xuan-Nam Bui
    Trung Nguyen-Thoi
    Zandi, Yousef
    APPLIED SCIENCES-BASEL, 2019, 9 (22):
  • [28] Prediction intervals for support vector machine regression
    Seok, K
    Hwang, C
    Cho, D
    COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2002, 31 (10) : 1887 - 1898
  • [29] Multi-Sensor Prediction of Stand Volume by a Hybrid Model of Support Vector Machine for Regression Kriging
    Chen, Lin
    Ren, Chunying
    Zhang, Bai
    Wang, Zongming
    FORESTS, 2020, 11 (03):
  • [30] Seasonal prediction of PM2.5 based on support vector machine model and multiple regression model
    Yang, Shuran
    INTERNATIONAL CONFERENCE ON ALGORITHMS, HIGH PERFORMANCE COMPUTING, AND ARTIFICIAL INTELLIGENCE (AHPCAI 2021), 2021, 12156