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Ronald Waweru Mwangi
Ronald Waweru Mwangi
Professor, School of Computing and Information Technology, Jomo Kenyatta University of
Verified email at icsit.jkuat.ac.ke
Title
Cited by
Cited by
Year
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
552023
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
132023
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
102023
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
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
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
12023
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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