UTANGO: untangling commits with context-aware, graph-based, code change clustering learning model

Computer Science

• Agglomerative Clustering 100%
• Clustering Algorithm 100%
• Clustering Criterion 100%
• Machine Learning-Based Approach 100%
• Operating Model 100%
• Program Comprehension 100%
• Representation Learning 100%
• Software Evolution 100%
• Supervised Learning 100%
• Surrounding Context 100%

Keyphrases

• Agglomerative Hierarchical Clustering Algorithm 20%
• Automated Approach 20%
• Clone Code 20%
• Clustering Criteria 20%
• Clustering Learning 100%
• Clustering Model 20%
• Code Change Representation 20%
• Code Changes 100%
• Context Coding 20%
• Context-aware 100%
• Contextual Embeddings 20%
• Convolution Network 20%
• Deterministic Solution 20%
• Graph Codes 100%
• Graph-based 20%
• Java 40%
• Labeled Graph 20%
• Learning Model 100%
• Loss Function 20%
• Machine Learning-based Approach 20%
• Program Comprehension 20%
• Program Dependence 20%
• Representation Learning 20%
• Separation of Concerns 20%
• Software Evolution 20%
• Supervised Learning 20%
• Surrounding Context 20%
• Tangled Commits 20%
• Training Parameters 20%