Research Interest
- Computer Vision
- Image (medical and Satellite) Processing
- Ontology Building
PUBLICATIONS
1. Kwenda, C., Gwetu, M. and Dombeu, J.V.F., 2022. Machine learning methods for forest image analysis and classification: A survey of the state of the art. IEEE Access, 10, pp.45290-45316.
2. Kwenda, C., Gwetu, M. and Fonou-Dombeu, J.V., 2023. Ontology with deep learning for forest image classification. Applied Sciences, 13(8), p.5060.
3. Kwenda, C., Gwetu, M.V. and Fonou-Dombeu, J.V., 2023. A critical survey of GEOBIA methods for forest image detection and classification. Geocarto International, 38(1), p.2256302.
4. Kwenda, C., Victor Gwetu, M. and Vincent Fonou-Dombeu, J., 2023, June. Hybrid Learning Model for Satellite Forest Image Segmentation. In International Conference on Artificial Intelligence and Soft Computing (pp. 37-47). Cham: Springer Nature Switzerland.
5. Kwenda, C., Gwetu, M.V. and Fonou-Dombeu, J.V., 2023, June. Forest Image Classification Based on Deep Learning and XGBoost Algorithm. In International Conference on Computational Science (pp. 217-229). Cham: Springer Nature Switzerland.
6. Kwenda, C., Gwetu, M. and Fonou-Dombeu, J.V., 2024. Hybridizing Deep Neural Networks and Machine Learning Models for Aerial Satellite Forest Image Segmentation. Journal of Imaging, 10(6), p.132.
7 Kwenda, C., Victor Gwetu, M. and Vincent Fonou-Dombeu, J. An Ensemble Edge Vector and Random Forest Model for Aerial Satellite Forest Image Segmentation. Accepted for publication in AAIML journal
8 Bakasa W, Kwenda C., Ba. and Serestina V., 2024, June. Hybrid Deep Learning Model for Pancreatic Cancer Image Segmentation. Accepted for publication in International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI)” - October 10, 2024, Marrakesh (Morocco)
9 Kwenda C, Victor Gwetu, M. and Vincent Fonou-Dombeu, 2024, December. Hybridizing Deep Neural Networks and Machine Learning models for Natural Scene Image Classification. Accepted for publication in Pan-African Artificial Intelligence and Smart Systems Conference (PA-AI&SS 2024) – December 6, 2024, Durban (South Africa)
10. Kufandirimbwa, O., Nyambo, B.M. and Kwenda, C., 2012. Bayesian Technique Using Regular Expressions as a Way of Message Tokenisation. Online Journal of Physical and Environmental Science Research, 1(3), pp.38-44.
11 Lemba Lemba F, Kwenda C., 2024, September. Deep learning approach in Melanoma stage classification. Accepted for publication in African Conference on Information Systems and Technology. - September 13, 2024, Harare (Zimbabwe)
12 Kwenda, C., 2015. Effective Data Security for E-Commerce Applications. International Journal of Advanced Research in Computer and Computer Engineering.
