Revisiting software reliability

K Sahu, RK Srivastava - … Analytics and Innovation: Proceedings of ICDMAI …, 2019 - Springer
Reliability is an important issue for deciding the quality of the software. Reliability prediction
is a statistical procedure that purpose to expect the future reliability values, based on known …

A fuzzy logic based approach for phase-wise software defects prediction using software metrics

HB Yadav, DK Yadav - Information and Software Technology, 2015 - Elsevier
Context The software defect prediction during software development has recently attracted
the attention of many researchers. The software defect density indicator prediction in each …

[PDF][PDF] Soft computing approach for prediction of software reliability

K Sahu, RK Srivastava - Neural Netw., 2018 - icicel.org
The paper is based on Fuzzy Logic (FL) and Neural Network (NN) techniques to predict the
software reliability using the MATLAB toolbox. There are four methods used in this paper to …

Early software reliability analysis using reliability relevant software metrics

HB Yadav, DK Yadav - … Journal of System Assurance Engineering and …, 2017 - Springer
The early software reliability analysis is very useful for improving the quality of software at
reduced testing effort. Software defect density indicator predicted in the early phases …

The state of the art in software reliability prediction: software metrics and fuzzy logic perspective

SWA Rizvi, VK Singh, RA Khan - Information Systems Design and …, 2016 - Springer
Every day a bulk of software are developed by industries to fulfill the customer and user
requirements. Definitely, it has increased the facilities but on the other hand it also increase …

Improved approach for software defect prediction using artificial neural networks

T Sethi - 2016 5th International Conference on Reliability …, 2016 - ieeexplore.ieee.org
Software defect prediction (SDP) is a most dynamic research area in software engineering.
SDP is a process used to predict the deformities in the software. To identifying the defects …

A decision analysis approach for selecting software defect prediction method in the early phases

R Özakıncı, A Kolukısa Tarhan - Software Quality Journal, 2023 - Springer
One of the most important quality indicators of a software product is its defect rates. In this
regard and also with the proliferation in methods and tools supporting prediction in software …

A new fuzzy rule based algorithm for estimating software faults in early phase of development

S Chatterjee, B Maji - Soft Computing, 2016 - Springer
Estimation of reliability and the number of faults present in software in its early development
phase, ie, requirement analysis or design phase is very beneficial for developing reliable …

Software defects estimation using metrics of early phases of software development life cycle

C Kumar, DK Yadav - … Journal of System Assurance Engineering and …, 2017 - Springer
An estimation of software defects can be obtained in the later phase of software testing.
However, with the aim of cost-effectiveness and timely management of resources, the …

A fuzzy rule-based generation algorithm in interval type-2 fuzzy logic system for fault prediction in the early phase of software development

S Chatterjee, B Maji, H Pham - Journal of Experimental & …, 2019 - Taylor & Francis
Reliability, a measure of software, deals in total number of faults count up to a certain period
of time. The present study aims at estimating the total number of software faults during the …