Evolution of software development effort and cost estimation techniques: five decades study using automated text mining approach

A Jadhav, M Kaur, F Akter - Mathematical Problems in …, 2022 - Wiley Online Library
Software development effort and cost estimation (SDECE) is one of the most important tasks
in the field of software engineering. A large number of research papers have been published …

A deep learning model for estimating story points

M Choetkiertikul, HK Dam, T Tran… - IEEE Transactions …, 2018 - ieeexplore.ieee.org
Although there has been substantial research in software analytics for effort estimation in
traditional software projects, little work has been done for estimation in agile projects …

State of the practice in software effort estimation: a survey and literature review

A Trendowicz, J Münch, R Jeffery - … Techniques: Third IFIP TC 2 Central …, 2011 - Springer
Effort estimation is a key factor for software project success, defined as delivering software of
agreed quality and functionality within schedule and budget. Traditionally, effort estimation …

Multi-objective software effort estimation

F Sarro, A Petrozziello, M Harman - Proceedings of the 38th International …, 2016 - dl.acm.org
We introduce a bi-objective effort estimation algorithm that combines Confidence Interval
Analysis and assessment of Mean Absolute Error. We evaluate our proposed algorithm on …

Data mining techniques for software effort estimation: a comparative study

K Dejaeger, W Verbeke, D Martens… - IEEE transactions on …, 2011 - ieeexplore.ieee.org
A predictive model is required to be accurate and comprehensible in order to inspire
confidence in a business setting. Both aspects have been assessed in a software effort …

Empirical findings on team size and productivity in software development

D Rodríguez, MA Sicilia, E García, R Harrison - Journal of Systems and …, 2012 - Elsevier
The size of software project teams has been considered to be a driver of project productivity.
Although there is a large literature on this, new publicly available software repositories allow …

Software effort models should be assessed via leave-one-out validation

E Kocaguneli, T Menzies - Journal of Systems and Software, 2013 - Elsevier
CONTEXT: More than half the literature on software effort estimation (SEE) focuses on
model comparisons. Each of those requires a sampling method (SM) to generate the train …

[图书][B] Nachweis und Behandlung von Multikollinearität

H Schneider - 2009 - Springer
Multikollinearität bezeichnet eine lineare Abhängigkeit zwischen zwei oder mehr
unabhängigen Variablen. Es handelt sich dabei um ein zentrales Problem bei …

Why comparative effort prediction studies may be invalid

B Kitchenham, E Mendes - … of the 5th international Conference on …, 2009 - dl.acm.org
Background: Many cost estimation papers are based on finding a" new" estimation method,
trying out the method on one or two past datasets and" proving" that the new method is …

An investigation of artificial neural networks based prediction systems in software project management

IF de Barcelos Tronto, JDS da Silva… - Journal of Systems and …, 2008 - Elsevier
A critical issue in software project management is the accurate estimation of size, effort,
resources, cost, and time spent in the development process. Underestimates may lead to …