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Performance of Aspect-Oriented Software Quality Modelling using Artificial Neural Network Technique
| International Journal of Computer Applications |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 182 - Number 36 |
| Year of Publication: 2019 |
| Authors: Pankaj Kumar, Sarvottam Dixit, S. K. Singh |
10.5120/ijca2019918352
|
Pankaj Kumar, Sarvottam Dixit, S. K. Singh . Performance of Aspect-Oriented Software Quality Modelling using Artificial Neural Network Technique. International Journal of Computer Applications. 182, 36 ( Jan 2019), 6-10. DOI=10.5120/ijca2019918352
Abstract
An exact estimation is the key focus of any prediction model. Software quality is one of the basic research issue for software organizations. Of late, different uses of soft computing techniques has been endeavored. This has been conceivable because of the accessibility of informational collections of expansive a large number of finished projects. Among various soft computing techniques, Artificial Neural Network (ANN) based models are outstanding, which to a great degree needs more research work and tries to find the most sensible model for software quality in term of accuracy, evolvability, extensibility, sustainability, design stability, and configurability associated with the suitability of model. This paper attempts to explore the performance of aspect-oriented quality modelling using artificial neural network technique. Software quality relies upon a few performance elements. Further, these elements are related to each other and influence the software development process and quality directly or indirectly.
References
- Anil K. Jain, Jianchang Mao, and K. M. Mohiuddin, “Artificial Neural Networks: A Tutorial,” in IEEE Computer Society, Volume: 29, Number: 3, Page No.:31-44, March 1996.
- Pankaj Kumar, S. K. Singh, and Sufia Nadeem Chishti “A Comprehensive Investigation of Quality of AOP-based Small-Scale Projects using Aspect-Oriented Software Quality (AOSQ) Model,” in IEEE International Conference on Advances in Computing, Communication Control and Networking (ICAC3N'18), Greater Noida, (Uttar Pradesh), INDIA, Page No.: 63 - 67, October 2018.
- P. Kumar, and S. K. Singh, “Architectural Development of E-Learning Application using Aspect-Oriented Programming (AOP) Principles” International Journal of Computer Applications (IJCA), Foundation of computer science, New York, USA, Volume: 180, Issue: 2, Page No.: 21-25, December 2017.
- P. Kumar, and S. K. Singh, “A Framework for Assessing the Evolvability Characteristics along with Sub-characteristics in AOSQ Model Using Fuzzy Logic Tool,” in IEEE 3rd International Conference on Computing, Communication and Automation (ICCCA-2017), Greater Noida, (Uttar Pradesh), INDIA, Page No.: 340 - 345, May 2017.
- P. Kumar, and S. K. Singh, “A Comprehensive Evaluation of Aspect-Oriented Software Quality (AOSQ) Model using Analytic Hierarchy Process (AHP) Technique,” in IEEE 2nd International Conference on
- Advances in Computing, Communication & Automation (ICACCA-2016), Bareilly, (Uttar Pradesh), INDIA, Page No.: 1 - 7, September-October 2016.
- P. Kumar and S. K. Singh, “A Systematic Assessment of Aspect-Oriented Software Development (AOSD) using JHotDraw Application,” in IEEE 2nd International Conference on Computing, Communication and Automation (ICCCA-2016), Greater Noida (Uttar Pradesh), INDIA, Page No.: 1 - 6, April 2016.
- P. Kumar “Aspect-Oriented Software Quality Model: The AOSQ Model,” in Advanced Computing: An International Journal (ACIJ), Volume: 3, Number: 2, Page No.:105-118, March 2012.
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