Discrimination method of rough set attribute reduction and its applications

Hsi-An Chiao Tung Ta Hsueh/Journal of Xi'an Jiaotong University

Volumn 41, Issue 8, 2007, Pages 939-943

  Liu, Hongjie ^a,b   Feng, Boqin ^a   Li, Wenjie ^b   Lu, Huantong ^c  

^a XI'AN JIAOTONG UNIVERSITY   (China)

^b PetroChina Xinjiang Oilfield Company   (China)

^c CHINA NATIONAL PETROLEUM CORPORATION   (China)

Author keywords

Attribute deduction; Discrimination analysis; Reservoir prediction; Rough set

Indexed keywords

COMPUTER SIMULATION; FORECASTING; FUNCTIONS; MATHEMATICAL MODELS; NATURAL GAS; NORMAL DISTRIBUTION; OIL FIELDS; PROBABILITY; ROUGH SET THEORY; STATISTICAL METHODS;

ATTRIBUTE DEDUCTION; BAYESIAN DISCRIMINATION; CORRECT DISCRIMINATION RATE; DISCRIMINATION FUNCTIONS; POSTERIOR PROBABILITY; PRIOR INFORMATION; RESERVOIR PREDICTION;

DISCRIMINANT ANALYSIS;

EID: 34648817419     PISSN: 0253987X     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (12)

1. Lingras P J, Yao Y Y. Data mining using extensions of the rough set model [J]. Journal of the American Society for Information Sciences, 1998, 49(5): 415-422.
2. Greco S, Matarazzo B, Slowinski R. Rough sets theory for multicriteria decision analysis [J]. European Journal of Operational Research, 2001, 129(1): 1-47.
3. Pawlak Z. Rough sets: theoretical aspects of reasoning about data [M]. Dordrecht, Netherlands: Klumer Academic Publishers, 1991: 1-53.
4. Xia Kewen, Shen Junyi, Li Changbiao. Study on attribute reduction method in sample information processing [J]. Journal of Xi'an Jiaotong University, 2005, 39(6): 558-561.
5. Guo Tongcui, Liu Mingxin, Zhang Xiaodong, et al. Recognition of pore-fluid and porosity by seismic data [J]. Natural Gas Exploration and Development, 2004, 27(3): 18-20.
6. Chen Zunde, Chen Fugui. An attribute optimization method in oil and gas prediction with seismic data [J]. Geophysical Prospecting for Petroleum, 1998, 37(4): 32-40.