Browsing Øvrige samlinger by Journals "Applied Sciences"
Now showing items 1-6 of 6
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Automatic classification of UML class diagrams using deep learning technique : convolutional neural network
(Peer reviewed; Journal article, 2021)Unified Modeling Language (UML) includes various types of diagrams that help to study, analyze, document, design, or develop any software efficiently. Therefore, UML diagrams are of great advantage for researchers, software ... -
Code smell detection using ensemble machine learning algorithms
(Peer reviewed; Journal article, 2022)Code smells are the result of not following software engineering principles during software development, especially in the design and coding phase. It leads to low maintainability. To evaluate the quality of software and ... -
Offensive and defensive plus-minus player ratings for soccer
(Peer reviewed; Journal article, 2020)Rating systems play an important part in professional sports, for example, as a source of entertainment for fans, by influencing decisions regarding tournament seedings, by acting as qualification criteria, or as decision ... -
A paired learner-based approach for concept drift detection and adaptation in software defect prediction
(Peer reviewed; Journal article, 2021)The early and accurate prediction of defects helps in testing software and therefore leads to an overall higher-quality product. Due to drift in software defect data, prediction model performances may degrade over time. ... -
A rule-based approach to embedding techniques for text document classification
(Peer reviewed; Journal article, 2020)With the growth of online information and sudden expansion in the number of electronic documents provided on websites and in electronic libraries, there is difficulty in categorizing text documents. Therefore, a rule-based ... -
Techniques for calculating software product metrics threshold values : a systematic mapping study
(Peer reviewed; Journal article, 2021)Several aspects of software product quality can be assessed and measured using product metrics. Without software metric threshold values, it is difficult to evaluate different aspects of quality. To this end, the interest ...