Reliability of Component based Software System using Soft Computing Techniques A Review

Software Reliability Modeling using Soft Computing Techniques: Critical Review

Software reliability models assess the reliability by predicting faults for the software. Reliability is a real world phenomenon with many associated real-time problems. To obtain solutions to problems quickly, accurately and acceptably, a large number of soft computing techniques have been developed, but it is very difficult to find out which one is the most suitable and can be used globally. ...

Design and Analysis of Reliability for Component-Based Software System by using Soft Computing Approaches

Software Reliability is the probability of failurefree software operation for a specified period of time in a specified environment. Software Reliability is also an important factor affecting system reliability. Software Reliability without excessive limitations. Various approaches can be used to improve the reliability of componentbased software system, however, it is hard to balance developme...

Software reliability prediction by soft computing techniques

In this paper, ensemble models are developed to accurately forecast software reliability. Various statistical (multiple linear regression and multivariate adaptive regression splines) and intelligent techniques (backpropagation trained neural network, dynamic evolving neuro–fuzzy inference system and TreeNet) constitute the ensembles presented. Three linear ensembles and one non-linear ensemble...

Enhancing the Attributes of Software Quality of Component Based Software Using Soft Computing Techniques

A Medical Images Based Retrieval System using Soft Computing Techniques

Content-Based Image Retrieval (CBIR) has been one on the most vivid research areas in the field of computer vision over the last 10 years. Many programs and tools have been developed to formulate and execute queries based on the visual or audio content and to help browsing large multimedia repositories. Still, no general breakthrough has been achieved with respect to large varied databases with...