Data modelling and the application of a neural network approach to the prediction of total construction costs (Record no. 71275)

MARC details
000 -LEADER
fixed length control field 01242cam a2200265 4500
001 - CONTROL NUMBER
control field ABS65903
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 021001n2002 000 0 eng u
035 ## - SYSTEM CONTROL NUMBER
System control number (Sirsi) u119954
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Emsley, M.W.
245 ## - TITLE STATEMENT
Title Data modelling and the application of a neural network approach to the prediction of total construction costs
260 ## - PUBLICATION, DISTRIBUTION, ETC.
Date of publication, distribution, etc. 2002
490 ## - SERIES STATEMENT
Series statement Construction Management and Economics
Volume/sequential designation 20(6) 2002, 465-472 (8)
520 ## - SUMMARY, ETC.
Summary, etc. Describes the development of neural network models of total construction project cost based on data from nearly 300 building projects using real-life data from project files and data obtained from the Building Cost Information Service (BCIS). Shows that the major benefit of the neural network approach is the ability of neural networks to model the non-linearity of the cost data. Further analyses will result in even more reliable models. Tables and references. [Taken from journal abstract].
590 ## - LOCAL NOTE (RLIN)
Local note ABS
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element CONSTRUCTION COSTS
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element COST MODELLING
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element NEURAL NETWORKS
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element BCIS
690 ## - LOCAL SUBJECT ADDED ENTRY--TOPICAL TERM (OCLC, RLIN)
Topical term or geographic name as entry element BUILT ENVIRONMENT-BUILDING COSTS
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Lowe, D.J.
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Personal name Duff, A.R.
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Harding, A
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Hickson, A
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Suppress in OPAC 0
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    Dewey Decimal Classification     London London Journal article 01/10/2002   ABS65903 119954-1001 06/08/2019 1 06/08/2019 Journal article