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- W4312762150 abstract "AbstractDesign Patterns are techniques in software designing for addressing the frequently occurred issues in a relevant context. Understanding the design patterns used in the design helps to dive deeper into the design. Hence, mapping the design pattern is very necessary and valuable for Software designers to extract important information during the re-engineering process. Along with the detection of design patterns, it is also desired to recognize the design pattern from the source code. In this paper we presented an approach for design pattern detection and recognition using a machine learning techniques and metrics based training dataset.KeywordsSoftware design patternsMachine learningDesign pattern recognitionReverse engineeringDesign pattern detection" @default.
- W4312762150 created "2023-01-05" @default.
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- W4312762150 date "2022-01-01" @default.
- W4312762150 modified "2023-09-25" @default.
- W4312762150 title "Detection and Recognition of Software Design Patterns Based on Machine Learning Techniques: A Big Step Towards Software Design Re-usability" @default.
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- W4312762150 doi "https://doi.org/10.1007/978-3-031-19968-4_1" @default.
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