14 May 2026
On the Use of CTGAN Data Augmentation for Enhancing MLP-based Software Development Effort Estimation using small datasetsPublisher siteActive, last published 2026
In software engineering research
Fatima Azzahra
Amazal
Scholar“Research focused on Software Engineering Research and adjacent fields.”
Université Ibn Zohr
Morocco
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342
Citations
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01 · About the work
What I study
atima Azzahra Amazal is a researcher working on Software Engineering Research. A fuller summary will appear once they update their profile.
02 · Reach
Publication output and reach
Fatima's work has been cited 342 times across 3 active years. Bars show publications per year; the line shows cumulative citation totals across publications first appearing in each year.
03 · Research focus
Topics
Software Engineering Research×13Software Engineering Techniques and Practices×12Software Reliability and Analysis Research×11Construction Project Management and Performance×2Biometric Identification and Security×2
04 · Where I am
Affiliations
Affiliation on published researchUniversité Ibn Zohr, MoroccoDrawn from the institution listed on this researcher’s published work.
Research themes (UN SDGs)
05 · Selected work
Recent publications
5 works29 Dec 2025Open access
Generative adversarial networks-based software development effort estimation for small datasetsPublisher siteScientific African, Software Engineering Research
23 Dec 20248cites
Neural Networks‐Based Software Development Effort Estimation: A Systematic Literature ReviewPublisher siteJournal of Software Evolution and Process, Software Engineering Research
28 Feb 2024Open access
EditorialPublisher siteScientific African
1 Jan 2024Open access1cites
Machine Learning Classification in Cardiology: A Systematic Mapping StudyPublisher siteExpert Academic Profiles go further
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