11 Aug 2026
UNet Attention-Based Encoding Model for Breast Cancer SegmentationPublisher siteLecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering
Active, last published 2026
In software engineering techniques and practices
Ernest
Mnkandla
Scholar“Research focused on Software Engineering Techniques and Practices and adjacent fields.”
University of Johannesburg
South Africa15
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735
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01 · About the work
What I study
rnest Mnkandla is a researcher working on Software Engineering Techniques and Practices. A fuller summary will appear once they update their profile.
02 · Reach
Publication output and reach
Ernest's work has been cited 735 times across 2 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 Techniques and Practices×39Software Engineering Research×16Big Data and Business Intelligence×12Software System Performance and Reliability×12Construction Project Management and Performance×9
04 · Where I am
Affiliations
Affiliation on published researchUniversity of Johannesburg, South AfricaDrawn from the institution listed on this researcher’s published work.
Research themes (UN SDGs)
05 · Selected work
Recent publications
17 works11 Aug 2026
Moon Sighting Search Optimization Algorithm (MSSOA): A Review and Revolutionary Metaheuristic Method-Based on Human InspirationPublisher siteLecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering
3 Feb 2026Open access
Ensemble Deep Learning Models for Multi-Class DNA Sequence Classification: A Comparative Study of CNN, BiLSTM, and GRU ArchitecturesPublisher siteApplied Sciences, Machine Learning in Bioinformatics
29 Jan 2026Open access
G-PFL-ID: Graph-Driven Personalized Federated Learning for Unsupervised Intrusion Detection in Non-IID IoT SystemsPublisher siteIoT, Privacy-Preserving Technologies in Data
11 Dec 2024
Breast Cancer Histology Image Segmentation Using Connected Component AnalysisPublisher siteLecture notes on data engineering and communications technologies, AI in cancer detection
2 Dec 2024Open access1cites
A review of practices suitable for ethics-aware software engineeringPublisher site28 Nov 20241cites
A Preliminary Framework for Optimising Test Case Selection Using Natural Language Processing and Test Case Prioritisation Using Deep Learning in Continuous IntegrationPublisher site26 Nov 2024
Convolution, Attention and Hybrid Model: A Comparative Study of Deep Models’ Performances on Medical Imaging SegmentationPublisher siteExpert Academic Profiles go further
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