Detecting Design Patterns in Object-Oriented Program Source Code by Using Metrics and Machine Learning

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ISSN Online: 1945-3124
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"Detecting Design Patterns in Object-Oriented Program Source Code by Using Metrics and Machine Learning"
written by Satoru Uchiyama, Atsuto Kubo, Hironori Washizaki, Yoshiaki Fukazawa,
published by Journal of Software Engineering and Applications, Vol.7 No.12, 2014

has been cited by the following article(s):

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[1]	Detecting design patterns: a hybrid approach based on graph matching and static analysis
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[2]	A Feature-Based Method for Detecting Design Patterns in Source Code
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[3]	Research on Design Pattern Detection Method Based on UML Model with Extended Image Information and Deep Learning
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[4]	Probabilistic detection of GoF design patterns
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[5]	A generic approach to detect design patterns in model transformations using a string-matching algorithm
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[6]	Features and Supervised Machine Learning-Based Method for Singleton Design Pattern Variants Detection
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[7]	Towards More Precise Descriptions of Design Patterns
	Computer Science On-line Conference, 2022

[8]	Using the Strategy Design Pattern for Hybrid AI System Design.
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[9]	Detecting Design Patterns by Learning Embedded Code Features
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[10]	A Bacterial Foraging Algorithm with Random Forest Classifier for Detecting the Design Patterns in Source Code
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[11]	A survey on machine learning techniques for source code analysis
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[12]	Automated Vulnerability Prediction in Software Systems and Lightweight Identification of Design Patterns in Source Code
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[13]	Automated Query Generation for Design Pattern Mining in Source Code
	2020

[14]	A Static Analysis of Android Source Code for Design Patterns Usage
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[15]	Design pattern detection approaches: a systematic review of the literature
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[16]	СИСТЕМА АНАЛИЗА ПРОГРАММНОГО КОДА ДЛЯ СОЗДАНИЯ ГРАФИЧЕСКИХ ИНТЕРФЕЙСОВ
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[17]	Дослідження моделей та засобів генерації діаграм об'єктів та класів для оцінювання якості розробки
	2019

[18]	A Model Based Approach for Android Design Patterns Detection
	Conference Paper, 2019

[19]	A simple approach to design patterns identification in programming code
	2019

[20]	设计模式自动识别的研究进展
	2018

[21]	A Structural Rule-Based Approach for Design Patterns Recovery
	Software Engineering Research, Management and Applications, 2018

[22]	A Multiple Phases Approach for Design Patterns Recovery Based on Structural and Method Signature Features
	International Journal of Software Innovation (IJSI), 2018

[23]	Pattern detection and design rationale traceability: an integrated approach to software design quality
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[24]	Reverse Engineering State and Strategy Design Patterns using Static Code Analysis
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[25]	Dynamic Understanding of Software System Using Structural and Semantic Based Detection of Design Patterns and Antipatterns
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[26]	A Multiple Level Detection Approach for Design Patterns Recovery from Object-oriented Programs
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[27]	Quality Assessment of a Job Portal System Designed Using Bout Design Pattern
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[28]	Machine learning based analysis of object oriented code
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[29]	Security patterns: Research direction, metamodel, application and verification
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[30]	MLDA: A Multiple Levels Detection Approach for Design Patterns Recovery
	ICCDA 2017 Proceedings of the International Conference on Compute and Data Analysis, 2017

[31]	A Goal Question Metric (Gqm) Approach for Evaluating Interaction Design Patterns in Drawing Games for Preschool Children
	2017

[32]	Анализ программного кода методами машинного обучения
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[33]	A Survey on Design Pattern Detection Approaches
	International Journal of Software Engineering, 2016

[34]	Intelligent Data-Driven Reverse Engineering of Software Design Patterns
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[35]	On applying machine learning techniques for design pattern detection
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[36]	Leukemia Medical Application with Security Features
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[37]	Ein Framework für automatisierte Architekturtests
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[38]	A survey: Design pattern detection approaches with metrics
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[39]	A Hybrid Graph Analysis and Machine Learning Approach Towards Automatic Software Design Pattern Recognition Across Multiple Programming Languages


[40]	Towards Lightweight Detection of Design Patterns in Source Code

[1]	Probabilistic detection of GoF design patterns The Journal of Supercomputing, 2023 DOI:10.1007/s11227-022-04718-7

[2]	Advances in Information and Communication Lecture Notes in Networks and Systems, 2023 DOI:10.1007/978-3-031-28073-3_2

[3]	Detecting Design Patterns in UML Class Diagram Images using Deep Learning 2022 IEEE/ACIS 23rd International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD), 2022 DOI:10.1109/SNPD54884.2022.10051795

[4]	A generic approach to detect design patterns in model transformations using a string-matching algorithm Software and Systems Modeling, 2022 DOI:10.1007/s10270-021-00936-4

[5]	A Feature-Based Method for Detecting Design Patterns in Source Code Symmetry, 2022 DOI:10.3390/sym14071491

[6]	Software Engineering Perspectives in Systems Lecture Notes in Networks and Systems, 2022 DOI:10.1007/978-3-031-09070-7_11

[7]	Probabilistic detection of GoF design patterns The Journal of Supercomputing, 2022 DOI:10.1007/s11227-022-04718-7

[8]	Detecting design patterns: a hybrid approach based on graph matching and static analysis Information Technology and Management, 2022 DOI:10.1007/s10799-021-00339-3

[9]	Research on Design Pattern Detection Method Based on UML Model with Extended Image Information and Deep Learning Applied Sciences, 2022 DOI:10.3390/app12178718

[10]	Design pattern detection approaches: a systematic review of the literature Artificial Intelligence Review, 2020 DOI:10.1007/s10462-020-09834-5

[11]	A simple approach to design patterns identification in programming code 2019 IEEE XXVIII International Scientific Conference Electronics (ET), 2019 DOI:10.1109/ET.2019.8878506

[12]	A Model Based Approach for Android Design Patterns Detection 2019 3rd International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT), 2019 DOI:10.1109/ISMSIT.2019.8932921

[13]	Pattern detection and design rationale traceability: an integrated approach to software design quality IET Software, 2018 DOI:10.1049/iet-sen.2017.5017

[14]	Software Engineering Research, Management and Applications Studies in Computational Intelligence, 2018 DOI:10.1007/978-3-319-61388-8_7

[15]	A Multiple Phases Approach for Design Patterns Recovery Based on Structural and Method Signature Features International Journal of Software Innovation, 2018 DOI:10.4018/IJSI.2018070103

[16]	MLDA Proceedings of the International Conference on Compute and Data Analysis, 2017 DOI:10.1145/3093241.3093244

[17]	MLDA Proceedings of the International Conference on Compute and Data Analysis - ICCDA '17, 2017 DOI:10.1145/3093241.3093244

[18]	Security patterns: Research direction, metamodel, application and verification 2017 International Workshop on Big Data and Information Security (IWBIS), 2017 DOI:10.1109/IWBIS.2017.8275094

[19]	On applying machine learning techniques for design pattern detection Journal of Systems and Software, 2015 DOI:10.1016/j.jss.2015.01.037

[20]	Leukemia Medical Application with Security Features Journal of Software, 2015 DOI:10.17706/jsw.10.5.577-598

[21]	A survey: Design pattern detection approaches with metrics 2014 IEEE National Conference on Emerging Trends In New & Renewable Energy Sources And Energy Management (NCET NRES EM), 2014 DOI:10.1109/NCETNRESEM.2014.7088733

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