Data Envelopment Analysis Assessment Machine

作者: Quanling Wei , Hong Yan

DOI: 10.1109/ICDMW.2006.55

关键词:

摘要: This word extends the DBA method to a large number DMU evaluation process, called "DEA assessment machine", for evaluating consecutive data. The authors identify intersection form of production possibility set given DMUs, which is "training set". process can then easily assess newly coming its different properties, such as technical efficiency, returns scales and evidence congestion, by simply checking on linear inequalities. It thus provides an efficient effective dealing with data be regarded complementary approach mining

参考文章(4)
Quanling Wei, Hong Yan, A method of transferring polyhedron between the intersection-form and the sum-form Computers & Mathematics With Applications. ,vol. 41, pp. 1327- 1342 ,(2001) , 10.1016/S0898-1221(01)00100-6
Quanling Wei, Hong Yan, Congestion and returns to scale in data envelopment analysis European Journal of Operational Research. ,vol. 153, pp. 641- 660 ,(2004) , 10.1016/S0377-2217(02)00799-3
Quanling Wei, Hong Yan, Gang Hao, Characteristics and structures of weak efficient surfaces of production possibility sets Journal of Mathematical Analysis and Applications. ,vol. 327, pp. 1055- 1074 ,(2007) , 10.1016/J.JMAA.2006.04.072
Micheline Kamber, Jiawei Han, Jian Pei, Data Mining: Concepts and Techniques ,(2000)