DATA MINING METHODOLOGY FOR DETERMINING THE OPTIMAL MODEL OF COST PREDICTION IN SHIP INTERIM PRODUCT ASSEMBLY

Brodogradnja

Fafandjel, Nikša²  Kolich, Damir²  Yao, Y. Lawrence¹ 

[1] Columbia University, 220 Mudd building, MC 473, 500 West 120th Street, New York, NY 10027 USA;University of Rijeka-Faculty of Engineering, Vukovarska 58, 51000 Rijeka, Croatia

关键词: data mining;    pre-processing;    principal component analysis;    support vector machine regression;    artificial neural network;    shipbuilding;   

DOI  :  

学科分类：工程和技术（综合）

来源: Brodarski Institut

【 摘 要 】

In order to accurately predict costs of the thousands of interim products that are assembled in shipyards, it is necessary to use skilled engineers to develop detailed Gantt charts for each interim product separately which takes many...

【 授权许可】

Unknown