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41

OdegVul: An Approach for Statement-Level Defect Prediction.
Yin, Guoqiang ; Wang, Wei ; Li, Haiyan
International Journal of Software Engineering & Knowledge Engineering. Apr2024, Vol. 34 Issue 4, p569-595. 27p.

DEEP learning GRAPH neural networks PARTIAL differential equ... BLOCK codes SOURCE code PREDICTION models
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42

Programming Language Selection for The Development of Deep Learning Library
Oktavia Citra Resmi Rachmawati ; Ali Ridho Barakbah ; Tita Karlita
JOIV: International Journal on Informatics Visualization, Vol 8, Iss 1, Pp 434-441 (2024)

programming language data-driven approach software development lif... software library deep learning Computer software …
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43

A hybrid code representation learning approach for predicting method names
Zhang, Fengyi ; Chen, Bihuan ; Li, Rongfan ; et al.
In The Journal of Systems & Software October 2021 180

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46

Software refactoring prediction evaluation method based on deep learning models
Yichi ZHANG ; Yang ZHANG ; Yanlei LI ; et al.
Journal of Hebei University of Science and Technology, Vol 45, Iss 6, Pp 636-642 (2024)

software engineering deep learning software refactoring refactoring prediction source code metrics Technology
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47

Refining Code-Line-Level Bugginess Identification: Getting the Best of Both Worlds by Fusing Syntactic and Semantic Features.
Zhou, Yufei ; Tang, Haihua ; Zhu, Longtao ; et al.
ACM Transactions on Software Engineering & Methodology; Mar2025, Vol. 34 Issue 3, p1-43, 43p

COMPUTER software qualit... PROGRAMMING languages SOURCE code DEEP learning LANGUAGE research
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48

A powerful comparison of deep learning frameworks for Arabic sentiment analysis
Youssra Zahidi ; Yacine El Younoussi ; Yassine Al-Amrani

ANLP ASA DL Java libraries Python libraries
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49

Deep code comment generation with hybrid lexical and syntactical information.
Hu, Xing ; Li, Ge ; Xia, Xin ; et al.
Empirical Software Engineering; May2020, Vol. 25 Issue 3, p2179-2217, 39p

NATURAL language process... JAVA programming languag... DEEP learning MACHINE translating MACHINE learning
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50

Deep Learning-Based Self-Admitted Technical Debt Detection Empirical Research
Yubin Qu Yubin Qu ; Tie Bao Yubin Qu ; Meng Yuan Tie Bao ; et al.
網際網路技術學刊. 24:975-987

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51

LeONet: A Hybrid Deep Learning Approach for High-Precision Code Clone Detection Using Abstract Syntax Tree Features
Thanoshan Vijayanandan ; Kuhaneswaran Banujan ; Ashan Induranga ; et al.
Big Data and Cognitive Computing, Vol 9, Iss 7, p 187 (2025)

code cloning software engineering deep learning Abstract Syntax Trees Technology
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52

Automatic Software Refactoring to Enhance Quality: A Review.
Khaleel, Shahbaa I. ; Mahmood, Rasha Ahmed
Jurnal Ilmiah Teknik Elektro Komputer dan Informatika; Dec2024, Vol. 10 Issue 4, p734-746, 13p

MACHINE learning DEEP learning OPEN source software COMPUTER software qualit... CHOICE (Psychology) SOFTWARE refactoring
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53

Hybrid deep learning approach for software defect prediction: Diffusion kernel attention and gudermannian networks
Smitha P.S ; Mahesh Lokhande ; R. Jothilakshmi ; et al.
Information Development.

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55

Method name recommendation based on source code metrics
Parsa, Saeed ; Zakeri-Nasrabadi, Morteza ; Ekhtiarzadeh, Masoud ; et al.
In Journal of Computer Languages January 2023 74

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56

A machine and deep learning analysis among SonarQube rules, product, and process metrics for fault prediction
Lomio, F. (Francesco) ; Moreschini, S. (Sergio) ; Lenarduzzi, V. (Valentina) ; et al.

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57

A Match Made in Heaven? Matching Test Cases and Vulnerabilities With the VUTECO Approach
Iannone, Emanuele ; Bui, Quang-Cuong ; Scandariato, Riccardo ; et al.

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58

HQLgen: deep learning based HQL query generation from program context
Zhou, Ziyi ; Yu, Huiqun ; Fan, Guisheng ; et al.
Automated Software Engineering: An International Journal. 29(2)

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59

A Cross-Project Defect Prediction Approach Based on Code Semantics and Cross-Version Structural Information.
Zou, Yifan ; Wang, Huiqiang ; Lv, Hongwu ; et al.
International Journal of Software Engineering & Knowledge Engineering. Jul2024, Vol. 34 Issue 7, p1135-1171. 37p.

CONVOLUTIONAL neural net... SOFTWARE maintenance PARSING (Computer gramma... SOURCE code
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60

Log statements generation via deep learning: Widening the support provided to developers
Mastropaolo, Antonio ; Ferrari, Valentina ; Pascarella, Luca ; et al.
In The Journal of Systems & Software April 2024 210

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