In the ever-evolving world ofsoftware development life cycle, understanding the classification of defects in software testing is paramount. In the realm of software development, defects play a pivotal role. Defects, synonymous with bugs, represent imperfections within a software application. When softwar...
Taxonomy based testing is an efficient approach to find software defects at earlier phases of medical device software development. It allows the creation of goal oriented test cases while brainstorming test ideas. This approach is adaptable into standard testing processes such as the ISTQB and the ...
In multilabel classification, a software defect is labeled into multiple classes simultaneously, exhibiting the multidimensional nature of software defects7,10. Figure 1 presents a Venn diagram showing the overlapping relationships between different defect types. Multilabel approaches have also been ...
KLA's inspection and metrology tools are designed to detect faults at different stages of manufacturing, ranging from microscopic defects on wafers to imperfections on photomasks. The company operates through three segments, Semiconductor Process Control, Specialty Semiconductor Process, PCB, Display and ...
Deep Learning approach is better suited in this case as it is able to generalize defects if trained properly and can be a solution to segmentation and classification of defects automatically. The segmentation model mentioned in this study achieved a Mean Absolute Error (MAE) of 0.0036, a Root ...
By downloading the unpruned or pruned version of the model, you accept the terms and conditions of these licenses Ethical Considerations NVIDIA PCBClassification model detects missing component defects using component level PCB images. NVIDIA’s platforms and application frameworks enable developers to ...
System fault diagnosis allows us to determine the underlying cause of anomalies among the various detected system faults. For instance, X. Zhou et al. [28] performed an industrial investigation to detect regular defects in microservice platforms, contemporary debugging methodologies, and the obstacles...
Software requirement smell detection is an important part of establishing high-quality software specifications. These smells, which frequently indicate difficulties like ambiguity, vagueness, or incompleteness, can lead to misunderstandings and mistakes in the latter phases of software development. Traditionally...
Classification using this technique is shown in Fig. 2.24, where w2 values are plotted against w1 values. The results show that the features generated by using the wavelet-based PCA approach may produce a better classification of the defects. Sign in to download full-size image Figure 2.24. Di...
Liu et al. [149] have designed a system that combines SDN and MPTCP to correct defects in MPTCP, such as randomized subflow routes. Herguner et al. [150] have used MPTCP for video streaming providers to ensure service quality. Among them, a mixed-integer linear programming model performs ...