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
UniversitiesErnest Mnkandla
Active, last published 2026
In software engineering techniques and practices
Ernest
Mnkandla
Scholar“Research focused on Software Engineering Techniques and Practices and adjacent fields.”
Claim Your Profile15
H-index
735
Citations
Ernest has not officially claimed their profile. If you are Ernest, claim it free.
Claim Your Profile
Pioneer
LOCKED
Pathfinder
LOCKED
Scholar
EARNED
Innovator
LOCKED
Inventor
LOCKED
Catalyst
LOCKED
Expert
UPGRADE
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 details will appear once this profile is updated.
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
Citation trend analytics, exportable publication records, and direct enquiry routing from industry and funders.
Are you Ernest?
Claim it to verify your details, connect with industry partners, and explore Fractional Domain Expert opportunities through MARATTO™.
African researchers are full of potential that too often goes unrecognised. Your MARATTO™ profile gives your work the commercial pathway it deserves.
Claim Your Profile
Free to claim · takes a minute to verify it’s you