Prof. Waweru Mwangi, Professor(Associate)

Prof. Waweru Mwangi, Professor(Associate)

Specialization: Artificial Intelligence , Fuzzy Logic Based Systems

Research Work – Google Scholar

Enhancing Ensemble Model Accuracy and Interpretability: A Framework Integrating Rough Set Theory and Recursive Feature Elimination for Feature Selection and Interpretability … I Kega, L Nderu, R Mwangi, D Njagi		2024
A Lightweight Convolutional Neural Network with Hierarchical Multi-Scale Feature Fusion for Image Classification A Dembele, RW Mwangi, AO Kube Journal of Computer and Communications 12 (2), 173-200		2024
Enhancing Pneumonia Detection in Pediatric Chest X-Rays Using CGAN-Augmented Datasets and Lightweight Deep Transfer Learning Models C Mohamed, RW Mwangi, JM Kihoro Journal of Data Analysis and Information Processing 12 (01), 1-23		2024
GMM‐LIME explainable machine learning model for interpreting sensor‐based human gait MM Mulwa, RW Mwangi, A Mindila Engineering Reports, e12864		2024
Hybrid interpretable model using roughset theory and association rule mining to detect interaction terms in a generalized linear model IK Mwangi, L Nderu, RW Mwangi, DG Njagi Expert Systems with Applications 234, 121092	1	2023
Comparing Deep Learning Object detection Methods for Real Time Cow Detection GW Martha, RW Mwangi, S Aramvith, R Rimiru TENCON 2023-2023 IEEE Region 10 Conference (TENCON), 1187-1192		2023
A Hybrid Ensemble Learning Approach Utilizing Light Gradient Boosting Machine and Category Boosting Model for Lifestyle-Based Prediction of Type-II Diabetes Mellitus M Nagassou, RW Mwangi, E Nyarige Journal of Data Analysis and Information Processing 11 (4), 480-511	1	2023
A Stacking-Based Ensemble Approach with Embeddings from Language Models for Depression Detection from Social Media Text A Gaius, RW Mwangi, A Ngunyi Journal of Data Analysis and Information Processing 11 (4), 420-453		2023
Classification of cassava leaf diseases using deep Gaussian transfer learning model A Emmanuel, RW Mwangi, P Murithi, K Fredrick, T Danison Engineering Reports 5 (9), e12651	5	2023
Rough Set Theory and Association Rule Mining for Detecting Interactions and Improving Machine Learning Predictions for Weather Prediction in Kenya. I Kega, L Nderu, R Mwangi, D Njagi Authorea Preprints		2023
MODEL INTERPRETABILITY VIA INTERACTION FEATURE DETECTION USING ROUGHSET IN A GENERALIZED LINEAR MODEL FOR WEATHER PREDICTION IN KENYA. I Kega, L Nderu, R Mwangi, D Njagi Authorea Preprints		2023
A boosting ensemble learning based hybrid light gradient boosting machine and extreme gradient boosting model for predicting house prices R Sibindi, RW Mwangi, AG Waititu Engineering Reports 5 (4), e12599	13	2023
OAAE: Optimized adaptive anomaly detection ensemble—Base model boosting by parameter optimization JK Bii, R Rimiru, RW Mwangi Engineering Reports 4 (2), e12449		2022
Adaptive boosting in ensembles for outlier detection: Base learner selection and fusion via local domain competence JK Bii, R Rimiru, RW Mwangi ETRI Journal 42 (6), 886-898	9	2020
Application of a fuzzy unit hypercube in cardiovascular risk classification GO Barini, LM Ngoo, RW Mwangi Soft Computing 23 (23), 12521-12527	5	2019
Fuzzy logic based context aware recommender for smart e-learning content delivery KO Gogo, L Nderu, RW Mwangi 2018 5th International Conference on Soft Computing & Machine Intelligence …	24	2018
Matrix factorization techniques for context-aware collaborative filtering recommender systems: A survey MH Abdi, G Okeyo, RW Mwangi Canadian Center of Science and Education	61	2018
Challenges Encountered by Older Adults while Navigating Mobile Device User Interfaces M NGUGI, S KIMANI, RW MWANGI, I OTEYO IIMC International Information Management Corporation,		2017
A MODEL BASED REFLEX AGENT FOR SMART FARMING IN FERTILIZER APPLICATION TO MAIZE CROP IN KENYA RW Mwangi, AM Kamau Scientific Conference Proceedings		2016
The Role of ICT in Creation and Sustenance of Trust in SME Clusters and Inter-organizational Systems D Mccormick, M Agnes, A Rodrigues, RW Mwangi		2015

Articles 1–20

Prof. Waweru Mwangi, Professor(Associate)

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