Applying Machine Learning in Technical Debt Management: Future Opportunities and Challenges

2020 ◽  
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Author(s):  
Angeliki-Agathi Tsintzira ◽  
Elvira-Maria Arvanitou ◽  
Apostolos Ampatzoglou ◽  
Alexander Chatzigeorgiou
Keyword(s):  
Machine Learning ◽  
Debt Management ◽  
Technical Debt

On the Relationship Between Technical Debt Management and Process Models

IEEE Software ◽  
2021 ◽  
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Author(s):  
Nicolli Rios ◽  
Savio Freire ◽  
Boris Perez ◽  
Camilo Castellanos ◽  
Dario Correal ◽  
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Debt Management ◽  
Process Models ◽  
Technical Debt ◽  
The Relationship

scholarly journals An Empirical Study of Refactorings and Technical Debt in Machine Learning Systems

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Author(s):  
Yiming Tang ◽  
Raffi Khatchadourian ◽  
Mehdi Bagherzadeh ◽  
Rhia Singh ◽  
Ajani Stewart ◽  
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Machine Learning ◽  
Empirical Study ◽  
Learning Systems ◽  
Technical Debt

Data-Driven Technical Debt Management: Software Engineering or Data Science Challenge?

IEEE Software ◽  
2021 ◽  
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Debt Management ◽  
Data Driven ◽  
Technical Debt ◽  
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Machine Learning for Technical Debt Identification

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Dimitrios Tsoukalas ◽  
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Apostolos Ampatzoglou ◽  
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Technical debt as an indicator of software security risk: a machine learning approach for software development enterprises

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Author(s):  
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Machine Learning ◽  
Software Development ◽  
Software Security ◽  
Learning Approach ◽  
Security Risk ◽  
Technical Debt ◽  
Machine Learning Approach
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