1 Mar 2026Open access
<scp>HADA</scp> : A Hybrid Anomaly Detection Approach Using Unsupervised Machine LearningPublisher siteEngineering Reports, Imbalanced Data Classification Techniques
Active, last published 2026
3
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28
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01 · About the work
What I study
research summary for Ronald Waweru Mwangi will appear here once their profile is updated.
02 · Reach
Publication output and reach
Ronald's work has been cited 28 times across 4 active years. Bars show publications per year; the line shows cumulative citation totals across publications first appearing in each year.
04 · Where I am
Affiliations
Affiliation on published researchJomo Kenyatta University of Agriculture and Technology, KenyaDrawn from the institution listed on this researcher’s published work.
Research themes (UN SDGs)
05 · Selected work
Recent publications
12 works26 Feb 2026Open access
Framework for context-aware collaborative filtering recommender system for healthPublisher siteDiscover Internet of Things, Recommender Systems and Techniques
1 Feb 2026Open access
A Hybrid SwinTConvNeXt With Learnable Dynamic Gating Fusion for Breast Cancer Histopathology Image ClassificationPublisher siteEngineering Reports, AI in cancer detection
2 Dec 2024Open access
Enhanced Lung Cancer Prediction via Integrated Multi‐Space Feature Adaptation, Collaborative Alignment and Disentanglement LearningPublisher siteEngineering Reports, Radiomics and Machine Learning in Medical Imaging
27 Aug 2024Open access
Few-Shot Pneumonia Detection: Integrating Siamese Networks with Transfer Learning for Improved Chest X-Ray Image ClassificationPublisher site8 Mar 2024
Enhancing Ensemble Model Accuracy and Interpretability: A Framework Integrating Rough Set Theory and Recursive Feature Elimination for Feature Selection and Interpretability with Association Rule Analysis in Ensemble Models.Publisher site29 Feb 2024Open access10cites
<scp>GMM‐LIME</scp> explainable machine learning model for interpreting sensor‐based human gaitPublisher siteEngineering Reports, Balance, Gait, and Falls Prevention
1 Jan 2024Open access5cites
A Lightweight Convolutional Neural Network with Hierarchical Multi-Scale Feature Fusion for Image ClassificationPublisher siteJournal of Computer and Communications, Advanced Neural Network Applications
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