The week's pick
Reseach Article
Content based Component Retrieval based on Neural Network (NN) Classification Method
| International Journal of Computer Applications |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 149 - Number 4 |
| Year of Publication: 2016 |
| Authors: Rupali Garg, Jagpuneet Kaur Bajwa |
10.5120/ijca2016911382
|
Rupali Garg, Jagpuneet Kaur Bajwa . Content based Component Retrieval based on Neural Network (NN) Classification Method. International Journal of Computer Applications. 149, 4 ( Sep 2016), 6-10. DOI=10.5120/ijca2016911382
Abstract
CBIR systems mainly concentrates on reusability and development of software modules. This leads to less cost and enhancement of software module. Reusability is one of the factor that leads to good development of software. Software reusability is gaining interest because it leads to time reduction in software development too. So, reusability of variables has been adopted. Various methods has been developed for this, but in proposed work, the problem of component reusability is solved using neural network in addition to genetic algorithm, in which neural network will help out for retrieval of reused components.
References
- Anupama Kaur et al, "Identification and performance evaluation of reusable software components based Neural Network", International Journal of Research in Engineering and Technology 1.2 , 2012
- A.Singh and Janhavi, "Development of Component repository", International Journal of Advanced research in Computer Science and Software Engineering, 2014.
- Bakshi Amandeep, "Development of a software repository for the precise search and exact retrieval of the components", International Journal of Advanced Research in Computer Science and Software Engineering, 2013.
- Madaan Nitish and Jagdeep Kaur, "A Survey on Selection Techniques of Component Based Software".
- S.Yadav and K. Kaur, "Design of Rank Based Reusable Component Retrieval Algorithm", International Journal of Advanced Research in Computer Science and Software Engineering, 2013
- Sandhu Kanwaljeet and TrilokGaba, "A Novel Technique for Components Retrieval from Repositories", An international journal of advanced computer technology, 2014
- Singh Shekhar et al, "An experiment in software component retrieval based on metadata and ontology repositor", International Journal of Computer Applications, pp. 0975–8887, 2013.
- Srinivas Chintakindi et al, "Clustering Software Components for Program Restructuring and Component Reuse Using Hybrid XOR Similarity Function", AASRI Procedia 4.
- Srinivas Chintakindi et al, "Clustering software components for program restructuring and component reuse using hybrid XNOR similarity function", Procedia Technology 12.
- Srinivas Chintakindi,et al, "Clustering and Classification of Software Component for Efficient Component Retrieval and Building Component Reuse Libraries", Procedia Computer Science 31.
- Sudhakaran et al, "A mixed method approach for efficient component retrieval from a component repository", Journal of Software Engineering and Applications , 2011.
- Suresh Chand Gupta and Prof. Ashok Kumar, "Reusable Software Component Retrieval System", International Journal of Application or Innovation in Engineering & Management, 2013.
- Vohra Pankaj and Ashima Singh, "Automatic Fragmentation and Storage of Code in Component Repository wrt their Input and Output Interfaces: A Tool", International Journal of Innovative Technology and Exploring Engineering, 2013.
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