International Journal of Soft Computing

Year: 2013
Volume: 8
Issue: 5
Page No. 335 - 339

Defect Density Based Maintenance Prediction: A Neural Network Based Approach

Authors : Arun Sharma and Ankur Bhardwaj

References

Aggarwal, K.K., Y. Singh, A. Kaur and R. Malhotra, 2006. Application of artificial neural network configurable architectural object-oriented metrics. Trans. Engin. Comput. Technol., 15: 285-289.

Aggarwal, K.K., Y. Singh, P. Chandra and M. Puri, 2005. Sensitivity analysis of fuzzy and neural network models. ACM SIGSOFT Software Engin. Notes, 30: 1-4.
CrossRef  |  

Ardimento, P., A. Bianchi and G. Visaggio, 2004. Maintenance-oriented selection of software components. Proceedings of the 8th European Conference on Software Maintenance and Reengineering, March 24-26, 2004, IEEE., pp: 115-124.

Arsanjani, A., H. Zedan and J. Alpigini, 2002. Externalizing component manners to achieve greater maintainability through a highly re-configurable architectural style. Proceedings of the International Conference on Software Maintenance, October 3-6, 2002, Montreal, Canada, pp: 628-637.

Hashim, K. and E. Key 1996. A software maintainability attributes model. Malaysian J. Comput. Sci., 9: 92-97.
Direct Link  |  

Haykin, S., 2003. Neural Networks: A Comprehensive Foundation. Prentice Hall, India.

Kajko-Mattsson, M., G. Canfora, D. Chorean, A. van Deursen and T. Ihme et al., 2006. A model of maintainability-suggestion for future research. Proceedings of the International Multi-Conference in Computer Science and Computer Engineering, June 20-22, 2006, China, pp: 436-441.

Koskinen, J., 2010. Software maintenance costs. Information Technology Research Institute, ELTIS-Project, University of Jyvaskyla, Finland.

Malhotra, R. and A. Chug, 2012. Software maintainability prediction using machine learning algorithms software engineering. Int. J., 2: 19-36.
Direct Link  |  

Mukherjee, A. and J.M. Deshpande, 1995. Neural network based expert systems for structural design. Comput. Struct., 54: 367-375.

Riaz, M., E. Mendis and E. Tempero, 2011. Towards predicting maintainability for relational database-driven software applications: Extended evidence from software practitioners. Int. J. Software Engin. Applic., 5: 107-122.
Direct Link  |  

Sharma, A., P. Grover and R. Kumar, 2009. Predicting maintainability of component based system by using fuzzy logic. Communi. Comput. Info. Sci., 40: 581-591.
Direct Link  |  

Shukla, R. and A.K. Mishra, 2008. Estimating software maintenance effort: A neural network approach. Proceedings of the 1st Conference on India Software Engineering Conference, February 19-22, 2008, Hyderabad, India, pp: 107-112.

Wu, Y. and J. Offutt, 2003. Maintaining evolving component-based software with UML. Proceedings of 7th European Conference on Software Maintenance and Reengineering, March 26-28, 2003, Benevento, Italy, pp: 133-142.

Design and power by Medwell Web Development Team. © Medwell Publishing 2024 All Rights Reserved