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Serestina Viriri
Serestina Viriri
Professor of Computer Science, University of KwaZulu-Natal
Verified email at ukzn.ac.za
Title
Cited by
Cited by
Year
Deep learning techniques for skin lesion analysis and melanoma cancer detection: a survey of state-of-the-art
A Adegun, S Viriri
Artificial Intelligence Review 54 (2), 811-841, 2021
2472021
Deep learning-based system for automatic melanoma detection
AA Adegun, S Viriri
IEEE Access 8, 7160-7172, 2019
1762019
Deep learning for brain tumor segmentation: a survey of state-of-the-art
T Magadza, S Viriri
Journal of Imaging 7 (2), 19, 2021
1502021
FCN-based DenseNet framework for automated detection and classification of skin lesions in dermoscopy images
AA Adegun, S Viriri
IEEE Access 8, 150377-150396, 2020
1472020
A conceptual comparison of several metaheuristic algorithms on continuous optimisation problems
AE Ezugwu, OJ Adeleke, AA Akinyelu, S Viriri
Neural Computing and Applications 32 (10), 6207-6251, 2020
1262020
Adaptive thresholding technique for retinal vessel segmentation based on GLCM‐energy information
T Mapayi, S Viriri, JR Tapamo
Computational and mathematical methods in medicine 2015 (1), 597475, 2015
942015
Examining energy sufficiency and energy mobility in the global south through the energy justice framework
CG Monyei, K Jenkins, V Serestina, AO Adewumi
Energy Policy 119, 68-76, 2018
902018
Long short-term memory recurrent neural network for automatic speech recognition
J Oruh, S Viriri, A Adegun
IEEE Access 10, 30069-30079, 2022
732022
Deeply learned classifiers for age and gender predictions of unfiltered faces
O Agbo-Ajala, S Viriri
the scientific world journal 2020 (1), 1289408, 2020
682020
Justice, poverty, and electricity decarbonization
CG Monyei, BK Sovacool, MA Brown, KEH Jenkins, S Viriri, Y Li
The Electricity Journal 32 (1), 47-51, 2019
632019
Facial expression recognition of instructor using deep features and extreme learning machine
YK Bhatti, A Jamil, N Nida, MH Yousaf, S Viriri, SA Velastin
Computational Intelligence and Neuroscience 2021 (1), 5570870, 2021
552021
Symbiotic organisms search algorithm for the unrelated parallel machines scheduling with sequence-dependent setup times
AE Ezugwu, OJ Adeleke, S Viriri
PloS one 13 (7), e0200030, 2018
552018
Classification of hematoxylin and eosin‐stained breast cancer histology microscopy images using transfer learning with EfficientNets
C Munien, S Viriri
Computational Intelligence and Neuroscience 2021 (1), 5580914, 2021
542021
Comparative study of retinal vessel segmentation based on global thresholding techniques
T Mapayi, S Viriri, JR Tapamo
Computational and mathematical methods in medicine 2015 (1), 895267, 2015
502015
Deep learning approach for facial age classification: a survey of the state-of-the-art
O Agbo-Ajala, S Viriri
Artificial Intelligence Review 54 (1), 179-213, 2021
492021
An off-line signature verification system
B Schafer, S Viriri
2009 IEEE International Conference on Signal and Image Processing …, 2009
412009
Facial expression recognition: A review of trends and techniques
OS Ekundayo, S Viriri
Ieee Access 9, 136944-136973, 2021
402021
Deep learning approach for medical image analysis
AA Adegun, S Viriri, RO Ogundokun
Computational Intelligence and Neuroscience 2021 (1), 6215281, 2021
402021
Detection of COVID‐19 from CT Lung Scans Using Transfer Learning
S Lawton, S Viriri
Computational Intelligence and Neuroscience 2021 (1), 5527923, 2021
382021
Review of deep learning methods for remote sensing satellite images classification: experimental survey and comparative analysis
AA Adegun, S Viriri, JR Tapamo
Journal of Big Data 10 (1), 93, 2023
342023
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