Metrics-First, Language-Aware Clone Type Recognition: Auditable Signals Across C, C#, Java, and Python

Context. Modern clone research has largely converged on powerful end-to-end detectors, yet practitioners still lack auditable guidance on which concrete code characteristics best distinguish clone types and whether those signals transfer across langua

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Published
2025-10-16
DOI
https://doi.org/10.22541/au.176059643.37779565/v1
Primary Topic
Speech Recognition and Synthesis
Type
article
Field-Weighted Citation Impact
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article

Metrics-First, Language-Aware Clone Type Recognition: Auditable Signals Across C, C#, Java, and Python

Abdul Shahid, Abdul Razzaq, Abdul Qayum, Nikunj Panchal
Speech Recognition and Synthesis
article

Metrics-First, Language-Aware Clone Type Recognition: Auditable Signals Across C, C#, Java, and Python

Abdul Shahid, Abdul Razzaq, Abdul Qayum, Nikunj Panchal
article en

Abstract

Context. Modern clone research has largely converged on powerful end-to-end detectors, yet practitioners still lack auditable guidance on which concrete code characteristics best distinguish clone types and whether those signals transfer across langua

University of Limerick (IE), South East Technological University (IE)
Openalex Percentile: Top 85%
Speech Recognition and Synthesis
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Metrics-First, Language-Aware Clone Type Recognition: Auditable Signals Across C, C#, Java, and Python — Abdul Shahid, Abdul Razzaq, et al. · (2025) | TGRS Research Map | TGRS