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 | 71 | 2018 |
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 | 55 | 2023 |
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 | 29 | 2018 |
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 | 13 | 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, 2023 | 10 | 2023 |
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 | 9 | 2020 |
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 | 9 | 2016 |
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 | 9 | 2012 |
Application of a fuzzy unit hypercube in cardiovascular risk classification GO Barini, LM Ngoo, RW Mwangi Soft Computing 23 (23), 12521-12527, 2019 | 7 | 2019 |
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 | 7 | 2014 |
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 | 6 | 2023 |
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 | 4 | 2011 |
GMM‐LIME explainable machine learning model for interpreting sensor‐based human gait MM Mulwa, RW Mwangi, A Mindila Engineering Reports, e12864, 2024 | 2 | 2024 |
OAAE: Optimized adaptive anomaly detection ensemble—Base model boosting by parameter optimization JK Bii, R Rimiru, RW Mwangi Engineering Reports 4 (2), e12449, 2022 | 2 | 2022 |
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 | 2 | 2013 |
Multidimensional global optimization using interval slopes RW Mwangi, H Imai, Y Sato IEICE transactions on fundamentals of electronics, communications and …, 2003 | 2 | 2003 |
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 | 1 | 2024 |
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 | 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 | 1 | 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 | 1 | 2023 |