Design pattern mining using state space representation of graph matching
Abstract Design Pattern Detection is a part of many solutions to Software Engineering
problems. It is a part of reengineering process and thus gives significant information to the …
problems. It is a part of reengineering process and thus gives significant information to the …
Distinguishing similar design pattern instances through temporal behavior analysis
Design patterns (DPs) encapsulate valuable design knowledge of object-oriented systems.
Detecting DP instances helps to reveal the underlying rationale, thus facilitates the …
Detecting DP instances helps to reveal the underlying rationale, thus facilitates the …
Design Patterns Mining using Subgraph somorphism: Relational View
Design Pattern Detection is a part of many solutions to Software Engineering difficulties. The
usage of design patterns leads to benefits for new and young developers by enabling them …
usage of design patterns leads to benefits for new and young developers by enabling them …
A decision tree approach for design patterns detection by subgraph isomorphism
In many object oriented softwares, there are recurring patterns of classes. Design pattern
instances are important for program understanding and software maintenance. Hence a …
instances are important for program understanding and software maintenance. Hence a …
[PDF][PDF] A Hybrid Graph Analysis and Machine Learning Approach Towards Automatic Software Design Pattern Recognition Across Multiple Programming Languages
R Oberhauser - International Journal on Advances in …, 2022 - opus-htw-aalen.bsz-bw.de
The volume of program source code created, reused, and maintained worldwide is rapidly
increasing, yet code comprehension remains a limiting productivity factor. For developers …
increasing, yet code comprehension remains a limiting productivity factor. For developers …
Design patterns detection using SOP expressions for graphs
Several recurring patterns of classes exist in many object oriented software as an
experience of developers. Design Pattern Detection is an important part of many solutions to …
experience of developers. Design Pattern Detection is an important part of many solutions to …
Design pattern mining using greedy algorithm for multi-labelled graphs
M Gupta - International Journal of Information and …, 2011 - inderscienceonline.com
Design patterns are used as a software reuse technology, which provides a large scale
reuse. During maintenance of a software system, developers can understand and benefit by …
reuse. During maintenance of a software system, developers can understand and benefit by …
Design Pattern Detection in Code: A Hybrid Approach Utilizing a Bayesian Network, Machine Learning with Graph Embeddings, and Micropattern Rules
R Oberhauser, S Moser - Proceedings of the Eighteenth …, 2023 - opus-htw-aalen.bsz-bw.de
Software design patterns and the abstractions they offer can support developers and
maintainers with program code comprehension. Yet manually-created pattern …
maintainers with program code comprehension. Yet manually-created pattern …
The proposal of improved inexact isomorphic graph algorithm to detect design patterns
AS Ba-Brahem, M Qureshi - arXiv preprint arXiv:1408.6147, 2014 - arxiv.org
Design patterns being applied more and more to solve the software engineering difficulties
in the object oriented software design procedures. So, the design pattern detection is widely …
in the object oriented software design procedures. So, the design pattern detection is widely …
Design Pattern Detection by Using Correlation Feature Selection Technique
S Dewangan, RS Rao - 2022 IEEE 11th International …, 2022 - ieeexplore.ieee.org
Design pattern detection is a popular re-engineering job in software development. It
provides essential information to the developers to recognize, sustain, and recycle the …
provides essential information to the developers to recognize, sustain, and recycle the …