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Ronald Waweru Mwangi
Ronald Waweru Mwangi
Professor, School of Computing and Information Technology, Jomo Kenyatta University of
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Matrix factorization techniques for context-aware collaborative filtering recommender systems: A survey
MH Abdi, G Okeyo, RW Mwangi
Canadian Center of Science and Education, 2018
712018
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, 2023
592023
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 …, 2018
292018
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, 2023
152023
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, 2023
112023
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, 2020
92020
ICT Powered Strategic Flexibility System Dynamic Model: A Pillar for Economic Development in Micro and Small Enterprises
A Mindila, A Rodrigues, D McCormick, R Mwangi
Geospatial Research: Concepts, Methodologies, Tools, and Applications, 967-987, 2016
92016
Integrating ICT with education: Designing an educational computer game for teaching functions in undergraduate mathematics
R Mwangi, R Waweru, CW Mwathi
Scientific Conference Proceedings, 2012
92012
Application of a fuzzy unit hypercube in cardiovascular risk classification
GO Barini, LM Ngoo, RW Mwangi
Soft Computing 23 (23), 12521-12527, 2019
72019
An Adaptive ICT-Enabled Model for Knowledge Identification and Management for Enterprise Development
A Mindila, A Rodrigues, D McCormick, R Mwangi
International Journal of System Dynamics Applications (IJSDA) 3 (1), 71-89, 2014
72014
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, 2023
62023
Integrating ICT with education: using computer games to enhance learning mathematics at undergraduate level
RW Mwangi, C Mwathi, RM Waweru, L Nyaga
Journal of Agriculture, Science and technology 13 (1), 177-189, 2011
42011
GMM‐LIME explainable machine learning model for interpreting sensor‐based human gait
MM Mulwa, RW Mwangi, A Mindila
Engineering Reports, e12864, 2024
22024
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
22023
OAAE: Optimized adaptive anomaly detection ensemble—Base model boosting by parameter optimization
JK Bii, R Rimiru, RW Mwangi
Engineering Reports 4 (2), e12449, 2022
22022
Measuring ICT Development with an Integrated Information and Communication Technology Development (IICTD) Framework.
AN Mindila, AJ Rodrigues, D McCormick, RW Mwangi
University of Nairobi, 2013
22013
Multidimensional global optimization using interval slopes
RW Mwangi, H Imai, Y Sato
IEICE transactions on fundamentals of electronics, communications and …, 2003
22003
Enhancing Pneumonia Detection in Pediatric Chest X-Rays Using CGAN-Augmented Datasets and Lightweight Deep Transfer Learning Models.
C Mohamed, RW Mwangi, JM Kihoro
Scientific research publishing., 2024
12024
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
12023
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
12023
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