Results 61 to 70 of about 124,334 (162)

Optimization based machine learning algorithms for software reliability growth models

선진국방연구
Software reliability is a critical factor for system performance and safety, especially in defense industries, where operational failures can have severe consequences.
Myeongguen Shin, Juwon Jung, Jihyun Lee, Insoo Ryu, Sanggun Park   +4 more
doaj  

Integrating Human Learning Factors and Bayesian Analysis Into Software Reliability Growth Models for Optimal Release Strategies

IEEE Access
This study presents a Software Reliability Growth Model (SRGM) that incorporates imperfect debugging and employs Bayesian analysis to optimize the timing of software releases.
Chih-Chiang Fang, Liping Ma, Wenfeng Kuo
doaj   +1 more source

DNN-based Software Reliability Model for Fault Prediction and Optimal Release Time Determination [PDF]

International Journal of Mathematical, Engineering and Management Sciences
The accurate prediction of both detected and corrected faults is crucial for enhancing software reliability and determining optimal release times. Traditional Software Reliability Growth Models (SRGMs) often focus on either fault detection or correction,
Shikha Dwivedi, Neeraj Kumar Goyal, Hariom Chaudhari   +2 more
doaj   +1 more source

Nonhomogeneous Poisson Process Software Reliability Growth Model with Dependent Failures and an Exponentially Decaying Fault Detection Rate

Mathematics
Effectively modeling software failure behavior is crucial for reliability assessment and planning of releases. However, many current software reliability growth models assume that failures are independent and fault detection mechanisms are simplified ...
Kwang Yoon Song, Onon-Ujin Otgonbayar, In Hong Chang   +2 more
doaj   +1 more source

Multi release software reliability modelling incorporating fault generation in detection process and fault dependency with change point in correction process

Scientific Reports
Many software reliability growth models (SRGMs) have been proposed in the literature to evaluate the remaining faults and software reliability. The probability of getting failure-free software within a specified period and environment is known as ...
Sujit Kumar Pradhan, Anil Kumar, Vijay Kumar   +2 more
doaj   +1 more source

A Software Reliability Growth Model [PDF]

Journal of Modern Mathematics and Statistics, 2011
openaire   +1 more source

Reliability growth model of quantum direct current electricity meter software based on optimization network

Diance yu yibiao
Quantum direct current electricity meter is one of the important instruments in smart grid, the reliability growth model is of great significance to improve its reliability.
TIAN Teng, QIU Rujia, ZHAO Long, GENG Jiaqi, WANG Enhui, SUN Yu   +5 more
doaj   +1 more source

Software Reliability Growth Model Combining Testing Effort Function and Burr-Type Fault Detection Rate

Mathematics
Software reliability growth models (SRGMs) often assume a linear relationship between the fault detection rate (FDR) and testing effort function (TEF), which fails to capture their dynamic and nonlinear characteristics.
Yixin Qiao, Qiang Han, Sheng Han, Zhichao Shi, Kehan Xue   +4 more
doaj   +1 more source

Single-model deep learning approach for simultaneous cervical vertebral maturation staging and skeletal jaw relationship on lateral cephalograms using YOLOv8 and CNN. [PDF]

BMC Oral Health
Alotaibi NM, Kamel AM, Khalil AT, Hammad SM.   +3 more
europepmc   +1 more source

An AI-Driven Multimodal Sensing Framework Integrating UAV Imagery and Environmental Sensors for Intelligent Farmland Monitoring. [PDF]

Sensors (Basel)
Li L, Song Y, Zhang Y, Guo P, Wang X, Ma Z, Yan S.   +6 more
europepmc   +1 more source