Class point approach for software effort estimation using various support vector regression kernel methods

Kernel Methods ◽

Support Vector ◽

Effort Estimation ◽

Research on Software Effort Estimation Combined with Genetic Algorithm and Support Vector Regression

2011 International Symposium on Computer Science and Society ◽

10.1109/isccs.2011.113 ◽

2011 ◽

Cited By ~ 4

Author(s):

Jin-Cherng Lin ◽

Chu-Ting Chang ◽

Sheng-Yu Huang

Keyword(s):

Genetic Algorithm ◽

Support Vector ◽

Effort Estimation ◽

A GA-based feature selection and parameters optimization for support vector regression applied to software effort estimation

Proceedings of the 2008 ACM symposium on Applied computing - SAC '08 ◽

10.1145/1363686.1364116 ◽

2008 ◽

Cited By ~ 24

Author(s):

Petrônio L. Braga ◽

Adriano L. I. Oliveira ◽

Silvio R. L. Meira

Keyword(s):

Feature Selection ◽

Parameters Optimization ◽

Support Vector ◽

Effort Estimation ◽

Class point approach for software effort estimation using stochastic gradient boosting technique

ACM SIGSOFT Software Engineering Notes ◽

10.1145/2597716.2597725 ◽

2014 ◽

Vol 39 (3) ◽

pp. 1-6 ◽

Cited By ~ 7

Author(s):

Shashank Mouli Satapathy ◽

Barada Prasanna Acharya ◽

Santanu Kumar Rath

Keyword(s):

Stochastic Gradient ◽

Gradient Boosting ◽

Effort Estimation ◽

Stochastic Gradient Boosting ◽

Boosting Technique ◽

Fuzzy-class point approach for software effort estimation using various adaptive regression methods

CSI Transactions on ICT ◽

10.1007/s40012-013-0035-z ◽

2013 ◽

Vol 1 (4) ◽

pp. 367-380 ◽

Cited By ~ 7

Author(s):

Shashank Mouli Satapathy ◽

Mukesh Kumar ◽

Santanu Kumar Rath

Keyword(s):

Effort Estimation ◽

Regression Methods ◽

Adaptive Regression ◽

Predictive Approach towards Software Effort Estimation using Evolutionary Support Vector Machine

International Journal of Advanced Computer Science and Applications ◽

10.14569/ijacsa.2017.080554 ◽

2017 ◽

Vol 8 (5) ◽

Author(s):

Tahira Mahboob ◽

Sabheen Gull ◽

Sidrish Ehsan ◽

Bushra Sikandar

Keyword(s):

Support Vector Machine ◽

Support Vector ◽

Effort Estimation ◽

Predictive Approach

Optimised class point approach for software effort estimation using adaptive neuro-fuzzy inference system model

International Journal of Computer Applications in Technology ◽

10.1504/ijcat.2016.10001320 ◽

2016 ◽

Vol 54 (4) ◽

pp. 323

Author(s):

Santanu Kumar Rath ◽

Shashank Mouli Satapathy ◽

Mukesh Kumar

Keyword(s):

Fuzzy Inference System ◽

Fuzzy Inference ◽

System Model ◽

Effort Estimation ◽

Inference System ◽

Neuro Fuzzy ◽

2016 IEEE Uttar Pradesh Section International Conference on Electrical, Computer and Electronics Engineering (UPCON) ◽

Class partition approach for software effort estimation using support vector machine

10.1109/upcon.2016.7894732 ◽

2016 ◽

Author(s):

Anurag Tiwari ◽

Amrita Chaturvedi

Keyword(s):

Support Vector Machine ◽

Support Vector ◽

Effort Estimation ◽

2015 16th International Conference on Sciences and Techniques of Automatic Control and Computer Engineering (STA) ◽

A comparative study of two kernel methods: Support Vector Regression (SVR) and Regularization Network (RN) and application to a thermal process PT326

10.1109/sta.2015.7505201 ◽

2015 ◽

Cited By ~ 1

Author(s):

Intissar Sayehi ◽

Okba Touali ◽

Belgacem Bouallegue ◽

Rached Tourki

Keyword(s):

Comparative Study ◽

Kernel Methods ◽

Thermal Process ◽

Support Vector

Investigating the use of Support Vector Regression for web effort estimation

Empirical Software Engineering ◽

10.1007/s10664-010-9138-4 ◽

2010 ◽

Vol 16 (2) ◽

pp. 211-243 ◽

Cited By ~ 20

Author(s):

Anna Corazza ◽

Sergio Di Martino ◽

Filomena Ferrucci ◽

Carmine Gravino ◽

Emilia Mendes

Keyword(s):

Support Vector ◽

Effort Estimation

Kernel methods for software effort estimation

Empirical Software Engineering ◽

10.1007/s10664-011-9189-1 ◽

2011 ◽

Vol 18 (1) ◽

pp. 1-24 ◽

Cited By ~ 20

Author(s):

Ekrem Kocaguneli ◽

Tim Menzies ◽

Jacky W. Keung

Keyword(s):

Kernel Methods ◽

Effort Estimation ◽