A hybrid cost estimation framework based on feature-oriented data mining approach. Issue 3 (August 2015)

• Record Type: Journal Article
• Authors: Sajadfar, Narges; Ma, Yongsheng
• Is Part Of: Advanced engineering informatics. Volume 29:Issue 3(2015:Aug.)
• Page Start: 633
• Page End: 647
• Publication Date: 2015-08
• Subjects: Computer-aided engineering -- Periodicals; Engineering -- Data processing -- Periodicals; 620.00285
• DOI: 10.1016/j.aei.2015.06.001
• Languages: English
• ISSNs: 1474-0346

Abstract

<abstract xml:lang="en" abstract-type="author-highlights" id="ab005"> <title id="st005">Highlights</title> <sec> <p id="sp0005"> <list id="l0005"> <list-item id="o0005"> <label></label> <p id="p0005">A new cost estimation method combining feature-based engineering concept with data mining algorithms.</p> </list-item> <list-item id="o0010"> <label></label> <p id="p0010">Leverages empirical linear regression and data-mining algorithms with historical data.</p> </list-item> <list-item id="o0015"> <label></label> <p id="p0015">Considers gradual implementation in phases while building up the data mining capability.</p> </list-item> <list-item id="o0020"> <label></label> <p id="p0020">A case study shows steps determining the costs of the example welding features.</p> </list-item> <list-item id="o0025"> <label></label> <p id="p0025">Aiming for a highly practical solution for applications.</p> </list-item> </list> </p> </sec> </abstract>