[1] |
Zhou Mi.A research of feature selection methods based on Fisher Score and genetic algorithm[D].Guangzhou:Jinan University,2016.(in Chinese)
|
[2] |
Hu Yu-rong.Dimension reduction of bit data features—Research on swarm intelligence method for feature selection of rough set and its application[M].Beijing:China Water & Power Press,2019.(in Chinese)
|
[3] |
Chen Li-fei,Wu Tao.Feature reduction in data mining[M].Beijing:Science Press,2016.(in Chinese)
|
[4] |
Pawlak Z.Rough sets[J].International Journal of Computer and Information Sciences,1982,11(5):341-356.
|
[5] |
Xiao Di,Hu Shou-song.Real rough set theory and attribute reduction[J].Acta Automatica Sinica,2007,33(3):253-258.(in Chinese)
|
[6] |
Kennedy J, Eberhart R. Particle swarm optimization[C]∥Proc of IEEE International Conference on Neural Networks,1995:1942-1948.
|
[7] |
Wu Shang-zhi,Luo Yi-chun,Zhai Jing-peng.A minimum attribute reduction algorithm based on genetic & particle swarm optimization and rough sets[J].Computer Engineering & Science,2016,38(5):1007-1013.(in Chinese)
|
[8] |
Jensen R,Shen Q.Finding rough set reducts with ant colony optimization[C]∥Proc of the 2003 UK Workshop on Computational Intelligence,2003:15-22.
|
[9] |
Wu Shang-zhi,Zhang Wen-chao,She Zhi-yong,et al. A rough set attribute reduction method using ant colony optimization algorithm[J].Computer Engineering & Science,2019,41(3):538-544.(in Chinese)
|
[10] |
Inbarani H H,Bagyamathi M, Azar A T. A novel hybrid feature selection method based on rough set and improved harmony search[J].Neural Computing and Applications,2015,26:1859-1880.
|
[11] |
Merrikh-Bayat F.The runner-root algorithm:A metaheuristic for solving unimodal and multimodal optimization problems inspired by runners and roots of plants in nature[J].Applied Soft Computing,2015,33:292-303.
|
[12] |
Ibrahim R A, Elaziz M A, Oliva D, et al.An improved runner-root algorithm for solving feature selection problems based on rough sets and neighborhood rough sets[J].Applied Soft Computing,2019,97(Part B):105517.
|
|
附中文参考文献:
|
[1] |
周密.基于Fisher Score及遗传算法的特征选择方法研究[D].广州:暨南大学,2016.
|
[2] |
胡玉荣.大数据特征降维——粗糙集特征选择的群智能方法及应用研究[M].北京:中国水利水电出版社,2019.
|
[3] |
陈黎飞,吴涛.数据挖掘中的特征约简[M].北京:科学出版社,2016.
|
[5] |
肖迪,胡寿松.实域粗糙集理论及属性约简[J].自动化学报,2007,33(3):253-258.
|
[7] |
吴尚智,罗艺纯,翟敬鹏.基于遗传粒子群和粗糙集的最小属性约简算法[J].计算机工程与科学,2016,38(5):1007-1013.
|
[9] |
吴尚智,张文超,佘志用,等.利用蚁群优化算法的粗糙集属性约简方法[J].计算机工程与科学,2019,41(3):538-544.
|