Neighborhood multi-granulation rough sets-based attribute reduction using Lebesgue and entropy measures in incomplete neighborhood decision systems
作者： Lin Sun , Lanying Wang , Weiping Ding , Yuhua Qian , Jiucheng Xu
DOI: 10.1016/J.KNOSYS.2019.105373
关键词:
摘要: For incomplete data with mixed numerical and symbolic attributes, attribute reduction based on neighborhood multi-granulation rough sets (NMRS) is an important method to improve …
sci-hub.se 参考文章(67)
Anhui Tan, Weizhi Wu, Jinjin Li, Guoping Lin, Evidence-theory-based numerical characterization of multigranulation rough sets in incomplete information systems Fuzzy Sets and Systems. ,vol. 294, pp. 18- 35 ,(2016) , 10.1016/J.FSS.2015.08.016
Lin Sun, Jiucheng Xu, A granular computing approach to gene selection Bio-medical Materials and Engineering. ,vol. 24, pp. 1307- 1314 ,(2014) , 10.3233/BME-130933
Janez Demšar, Statistical Comparisons of Classifiers over Multiple Data Sets Journal of Machine Learning Research. ,vol. 7, pp. 1- 30 ,(2006)
V. Bolón-Canedo, N. Sánchez-Maroño, A. Alonso-Betanzos, Distributed feature selection soft computing. ,vol. 30, pp. 136- 150 ,(2015) , 10.1016/J.ASOC.2015.01.035
Noah Simon, Jerome Friedman, Trevor Hastie, Robert Tibshirani, A Sparse-Group Lasso Journal of Computational and Graphical Statistics. ,vol. 22, pp. 231- 245 ,(2013) , 10.1080/10618600.2012.681250
Kai Zeng, Kun She, Xinzheng Niu, Multi-Granulation Entropy and Its Applications Entropy. ,vol. 15, pp. 2288- 2302 ,(2013) , 10.3390/E15062288
CE Shennon, Warren Weaver, A mathematical theory of communication Bell System Technical Journal. ,vol. 27, pp. 379- 423 ,(1948) , 10.1002/J.1538-7305.1948.TB01338.X
Yaojin Lin, Jinjin Li, Peirong Lin, Guoping Lin, Jinkun Chen, Feature selection via neighborhood multi-granulation fusion Knowledge Based Systems. ,vol. 67, pp. 162- 168 ,(2014) , 10.1016/J.KNOSYS.2014.05.019
Milton Friedman, A Comparison of Alternative Tests of Significance for the Problem of $m$ Rankings Annals of Mathematical Statistics. ,vol. 11, pp. 86- 92 ,(1940) , 10.1214/AOMS/1177731944
Hua Zhao, Keyun Qin, Mixed feature selection in incomplete decision table Knowledge Based Systems. ,vol. 57, pp. 181- 190 ,(2014) , 10.1016/J.KNOSYS.2013.12.018