Ensemble Regression Models for Software Development Effort Estimation: A Comparative Study

Software Development Effort Estimation ◽

Ensemble Regression

Ensemble Regression Models for Software Development Effort Estimation: A Comparative Study

SSRN Electronic Journal ◽

10.2139/ssrn.3641445 ◽

2020 ◽

Author(s):

Halcyon Carvalho

Keyword(s):

Software Development ◽

Comparative Study ◽

Regression Models ◽

Development Effort ◽

Effort Estimation ◽

Software Development Effort Estimation ◽

Ensemble Regression

Regression Models of Software Development Effort Estimation Accuracy and Bias

Empirical Software Engineering ◽

10.1023/b:emse.0000039881.57613.cb ◽

2004 ◽

Vol 9 (4) ◽

pp. 297-314 ◽

Cited By ~ 21

Author(s):

Magne Jørgensen

Keyword(s):

Software Development ◽

Regression Models ◽

Estimation Accuracy ◽

Development Effort ◽

Effort Estimation ◽

A Comparative Study of Two Fuzzy Logic Models for Software Development Effort Estimation

Procedia Technology ◽

10.1016/j.protcy.2013.04.038 ◽

2013 ◽

Vol 7 ◽

pp. 305-314 ◽

Cited By ~ 10

Author(s):

Noel Garcia-Diaz ◽

Cuauhtemoc Lopez-Martin ◽

Arturo Chavoya

Keyword(s):

Fuzzy Logic ◽

Software Development ◽

Comparative Study ◽

Development Effort ◽

Effort Estimation ◽

Logic Models ◽

A comparative study of hybrid models of selective classification and dynamic selection of analogies for software development effort estimation

2017 IEEE International Conference on Industrial and Information Systems (ICIIS) ◽

10.1109/iciinfs.2017.8300360 ◽

2017 ◽

Cited By ~ 1

Author(s):

Swarnima Singh Gautam ◽

Vrijendra Singh

Keyword(s):

Software Development ◽

Comparative Study ◽

Hybrid Models ◽

Development Effort ◽

Effort Estimation ◽

Dynamic Selection ◽

Selection Of ◽

Neural network models for software development effort estimation: a comparative study

Neural Computing and Applications ◽

10.1007/s00521-015-2127-1 ◽

2015 ◽

Vol 27 (8) ◽

pp. 2369-2381 ◽

Cited By ~ 34

Author(s):

Ali Bou Nassif ◽

Mohammad Azzeh ◽

Luiz Fernando Capretz ◽

Danny Ho

Keyword(s):

Neural Network ◽

Software Development ◽

Comparative Study ◽

Network Models ◽

Development Effort ◽

Effort Estimation ◽

Neural Network Models ◽

Polynomial analogy‐based software development effort estimation using combined particle swarm optimization and simulated annealing

Concurrency and Computation Practice and Experience ◽

10.1002/cpe.6358 ◽

2021 ◽

Author(s):

Zahra Shahpar ◽

Vahid Khatibi Bardsiri ◽

Amid Khatibi Bardsiri

Keyword(s):

Particle Swarm Optimization ◽

Simulated Annealing ◽

Software Development ◽

Particle Swarm ◽

Development Effort ◽

Effort Estimation ◽

Swarm Optimization ◽

Evaluation of neural networks for software development effort estimation using a new criterion

ACM SIGSOFT Software Engineering Notes ◽

10.1145/2659118.2659141 ◽

2014 ◽

Vol 39 (5) ◽

pp. 1-6 ◽

Cited By ~ 2

Author(s):

S. K. Pillai ◽

M. K. Jeyakumar

Keyword(s):

Neural Networks ◽

Software Development ◽

Development Effort ◽

Effort Estimation ◽

New Criterion ◽

2016 International Conference on Recent Advances and Innovations in Engineering (ICRAIE) ◽

Least Square Support Vector Machine in Analogy-Based software development effort estimation

10.1109/icraie.2016.7939524 ◽

2016 ◽

Cited By ~ 2

Author(s):

Tirimula Rao Benala ◽

Rohitha Bandarupalli

Keyword(s):

Support Vector Machine ◽

Software Development ◽

Least Square ◽

Support Vector ◽

Development Effort ◽

Effort Estimation ◽

Performance Evaluation of General and Company Specific Models in Software Development Effort Estimation

Management Science ◽

10.1287/mnsc.45.6.787 ◽

1999 ◽

Vol 45 (6) ◽

pp. 787-803 ◽

Cited By ~ 44

Author(s):

Katrina Maxwell ◽

Luk Van Wassenhove ◽

Soumitra Dutta

Keyword(s):

Performance Evaluation ◽

Software Development ◽

Development Effort ◽

Effort Estimation ◽

Software Development Effort Estimation in Academic Environments Applying a General Regression Neural Network Involving Size and People Factors

Lecture Notes in Computer Science - Pattern Recognition ◽

10.1007/978-3-642-21587-2_29 ◽

2011 ◽

pp. 269-277 ◽

Cited By ~ 2

Author(s):

Cuauhtémoc López-Martín ◽

Arturo Chavoya ◽

M. E. Meda-Campaña

Keyword(s):

Neural Network ◽

Software Development ◽

General Regression Neural Network ◽

Development Effort ◽

Effort Estimation ◽

Academic Environments ◽

General Regression ◽