DocumentCode
250174
Title
A Neural Network Based Algorithms for Project Duration Prediction
Author
Wanjiang Han ; Heyang Jiang ; Xiaoyan Zhang ; Weijian Li
Author_Institution
Sch. of Software Eng., Beijing Univ. of Posts & Telecommun., Beijing, China
fYear
2014
fDate
20-23 Dec. 2014
Firstpage
60
Lastpage
63
Abstract
Prediction of software development effort and duration is the key task for the effective Software Project Management (SPM). The accuracy and reliability of prediction mechanisms is also important. In this paper, we used several machine learning algorithms to predict the software duration. Experiment results show this kinds of algorithms is effective.
Keywords
learning (artificial intelligence); neural nets; project management; software development management; SPM; machine learning algorithms; neural network based algorithm; project duration prediction; software development duration prediction; software development effort prediction; software project management; Gaussian processes; Machine learning algorithms; Prediction algorithms; Predictive models; Software; Software algorithms; Support vector machines;
fLanguage
English
Publisher
ieee
Conference_Titel
Control and Automation (CA), 2014 7th Conference on
Conference_Location
Haikou
Print_ISBN
978-1-4799-8205-9
Type
conf
DOI
10.1109/CA.2014.21
Filename
7026262
Link To Document