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  • Search: subject:"Effort prediction"
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Year of publication
Subject
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effort prediction 4 analogy 2 cost estimation 2 Accuracy 1 CBR 1 Decision tree 1 Effort prediction 1 Empirical evaluation 1 Entscheidungsbaum 1 Forecasting 1 Forecasting model 1 ITIL 1 OLS 1 Prognoseverfahren 1 Regression analysis 1 Regressionsanalyse 1 Software engineering 1 Software project management 1 Theorie 1 Theory 1 cost models 1 decision tree 1 empirical software engineering 1 function points 1 incident logs 1 incident management 1 meta-analysis 1 multiple linear regression 1 production support 1 random forest 1 regression 1 software engineering 1 software project management 1 systematic review 1 tickets 1 time to resolve 1
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Online availability
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Free 3 Undetermined 2
Type of publication
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Article 4 Book / Working Paper 1
Type of publication (narrower categories)
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Congress Report 3 Article in journal 1 Aufsatz in Zeitschrift 1
Language
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English 5
Author
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Shepperd, M J 3 Atkinson, K 1 Christa, Sharon 1 Mair, CM 1 Mohan, Uma 1 Shepperd, M 1 Suma, V. 1
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Published in...
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International journal of business information systems : IJBIS 1
Source
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BASE 4 ECONIS (ZBW) 1
Showing 1 - 5 of 5
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Regression and decision tree approaches in predicting the effort in resolving incidents
Christa, Sharon; Suma, V.; Mohan, Uma - In: International journal of business information systems : … 39 (2022) 3, pp. 379-399
Persistent link: https://www.econbiz.de/10013198436
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New ideas and emerging research: evaluating prediction system accuracy
Shepperd, M - 2011
BACKGROUND: Prediction e.g. of project cost is an important concern in software engineering. PROBLEM: Although many empirical validations of software engineering prediction systems have been published, no one approach dominates and sense-making of conflicting empirical results is proving...
Persistent link: https://www.econbiz.de/10009465415
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The consistency of empirical comparisons of regression and analogy-based software project cost prediction
Mair, CM; Shepperd, M J - 2005
OBJECTIVE - to determine the consistency within and between results in empirical studies of software engineering cost estimation. We focus on regression and analogy techniques as these are commonly used. METHOD – we conducted an exhaustive search using predefined inclusion and exclusion...
Persistent link: https://www.econbiz.de/10009465538
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Software project economics: a roadmap
Shepperd, M J - 2007
The objective of this paper is to consider research progress in the field of software project economics with a view to identifying important challenges and promising research directions. I argue that this is an important sub-discipline since this will underpin any cost-benefit analysis used to...
Persistent link: https://www.econbiz.de/10009465585
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The use of function points to find cost analogies
Atkinson, K; Shepperd, M J - 1994
Finding effective techniques for the early estimation of project effort remains an important — and frustratingly elusive — research objective for the software development community. We have conducted an empirical study of 21 real time projects for a major software developer. The study...
Persistent link: https://www.econbiz.de/10009465537
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