Mandlenkosi Victor Gwetu

30 papers B 2Journal 8Unranked 20

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Axiom Generation for Automated Ontology Construction from Texts Through Schema Mapping. Mach. Learn. Knowl. Extr. Tsitsi Zengeya, Jean Vincent Fonou Dombeu, Mandlenkosi Victor Gwetu
2025	J	`jnl`	A Multimodal Transformer-Based Fusion Model for Enhanced Relations Extraction From Texts. IEEE Access Tsitsi Zengeya, Kenny Emmanuel Naidoo, Jean Vincent Fonou Dombeu, Mandlenkosi Victor Gwetu
2025	J	`jnl`	Lung tumor segmentation: a review of the state of the art. Frontiers Comput. Sci. Anura Hiraman, Serestina Viriri, Mandlenkosi Victor Gwetu
2024	J	`jnl`	A Centrality-Weighted Bidirectional Encoder Representation from Transformers Model for Enhanced Sequence Labeling in Key Phrase Extraction from Scientific Texts. Big Data Cogn. Comput. Tsitsi Zengeya, Jean Vincent Fonou Dombeu, Mandlenkosi Victor Gwetu
2024	J	`jnl`	Computer vision applications for the detection or analysis of tuberculosis using digitised human lung tissue images - a systematic review. BMC Medical Imaging Kapongo D. Lumamba, Gordon Wells, Delon Naicker, Threnesan Naidoo, Adrie J. C. Steyn, Mandlenkosi Victor Gwetu
2024	—	`conf`	Efficient Lung Segmentation for Tumour Detection. ISVC (1) Anura Hiraman, Serestina Viriri, Mandlenkosi Victor Gwetu
2024	J	`jnl`	Hybridizing Deep Neural Networks and Machine Learning Models for Aerial Satellite Forest Image Segmentation. J. Imaging Clopas Kwenda, Mandlenkosi Victor Gwetu, Jean Vincent Fonou Dombeu
2023	—	`conf`	Forest Image Classification Based on Deep Learning and XGBoost Algorithm. ICCS (4) Clopas Kwenda, Mandlenkosi Victor Gwetu, Jean Vincent Fonou Dombeu
2023	—	`conf`	Hybrid Learning Model for Satellite Forest Image Segmentation. ICAISC (2) Clopas Kwenda, Mandlenkosi Victor Gwetu, Jean Vincent Fonou Dombeu
2023	—	`conf`	Solar Flare Forecasting Using Individual and Ensemble RNN Models. SGAI Conf. Mangaliso Mngomezulu, Mandlenkosi Victor Gwetu, Jean Vincent Fonou Dombeu
2022	J	`jnl`	Machine Learning Methods for Forest Image Analysis and Classification: A Survey of the State of the Art. IEEE Access Clopas Kwenda, Mandlenkosi Victor Gwetu, Jean Vincent Fonou Dombeu
2021	—	`conf`	Automatic Baggage Threat Detection Using Deep Attention Networks. SACAIR Yashay Rampershad, Serestina Viriri, Mandlenkosi Victor Gwetu
2021	—	`conf`	Contrast Enhancement in Deep Convolutional Neural Networks for Segmentation of Retinal Blood Vessels. ACIIDS (Companion) Olubunmi Omobola Sule, Serestina Viriri, Mandlenkosi Victor Gwetu
2021	—	`conf`	Skeletal Age Estimation from Hand Radiographs Using Ensemble Deep Learning. MCPR Divyan Hirasen, Verosha Pillay, Serestina Viriri, Mandlenkosi Victor Gwetu
2020	—	`conf`	A Dynamic Time Warping and Deep Neural Network Ensemble for Online Signature Verification. MLN Mandlenkosi Victor Gwetu
2020	B	`conf`	Macroscopic Skin Lesion Segmentation Using GrabCut. ICCCI Verosha Pillay, Divyan Hirasen, Serestina Viriri, Mandlenkosi Victor Gwetu
2020	—	`conf`	Melanoma Skin Cancer Classification Using Transfer Learning. ICCCI (CCIS Volume) Verosha Pillay, Divyan Hirasen, Serestina Viriri, Mandlenkosi Victor Gwetu
2020	B	`conf`	Retinal Image Segmentation Through Valley Emphasis Thresholding of the Gabor Filter Response. ICCCI Mandlenkosi Victor Gwetu, Jules-Raymond Tapamo, Serestina Viriri
2019	—	`conf`	Efficient Region of Interest Detection for Liver Segmentation using 3D CT Scans. ICTAS Anura Hiraman, Serestina Viriri, Mandlenkosi Victor Gwetu
2019	—	`conf`	Exploring the Impact of Purity Gap Gain on the Efficiency and Effectiveness of Random Forest Feature Selection. ICCCI (1) Mandlenkosi Victor Gwetu, Jules-Raymond Tapamo, Serestina Viriri
2019	—	`conf`	Random Forests with a Steepend Gini-Index Split Function and Feature Coherence Injection. MLN Mandlenkosi Victor Gwetu, Jules-Raymond Tapamo, Serestina Viriri
2019	—	`conf`	Skeletal Age Estimation from Hand Radiographs Using Transfer Learning. MIKE Divyan Hirasen, Verosha Pillay, Serestina Viriri, Mandlenkosi Victor Gwetu
2018	—	`conf`	Efficient 3D liver segmentation using enhanced image alignment. ICTAS Anura Hiraman, Serestina Viriri, Mandlenkosi Victor Gwetu
2018	—	`conf`	Online signature verification using hybrid transform features. ICTAS Andile M. Miaba, Mandlenkosi Victor Gwetu, Serestina Viriri
2018	—	`conf`	Purity and Out of Bag Confidence Metrics for Random Forest Weighting. ICCCI (1) Mandlenkosi Victor Gwetu, Serestina Viriri, Jules-Raymond Tapamo
2017	—	`conf`	A distance-based approach to modelling reference signature for verification. ICTAS A. S. P. Mlaba, Mandlenkosi Victor Gwetu, Serestina Viriri
2017	—	`conf`	Enhanced Hybrid Component-Based Face Recognition. ICCCI (1) Andile M. Gumede, Serestina Viriri, Mandlenkosi Victor Gwetu
2017	—	`conf`	Hybrid component-based face recognition. ICTAS Andile M. Gumede, Serestina Viriri, Mandlenkosi Victor Gwetu
2017	—	`conf`	Selecting Salient Features from Facial Components for Face Recognition. PSIVT Workshops Andile M. Gumede, Serestina Viriri, Mandlenkosi Victor Gwetu
2014	J	`jnl`	Segmentation of retinal blood vessels using normalized Gabor filters and automatic thresholding. South Afr. Comput. J. Mandlenkosi Victor Gwetu, Jules-Raymond Tapamo, Serestina Viriri