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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
2082021
Deep learning-based system for automatic melanoma detection
AA Adegun, S Viriri
IEEE Access 8, 7160-7172, 2019
1562019
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
1262020
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
1202020
Deep learning for brain tumor segmentation: a survey of state-of-the-art
T Magadza, S Viriri
Journal of Imaging 7 (2), 19, 2021
1192021
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, 2015
922015
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
842018
Long short-term memory recurrent neural network for automatic speech recognition
J Oruh, S Viriri, A Adegun
IEEE Access 10, 30069-30079, 2022
592022
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
592019
Deeply learned classifiers for age and gender predictions of unfiltered faces
O Agbo-Ajala, S Viriri
The Scientific World Journal 2020, 2020
582020
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
522018
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, 2021
492021
Comparative study of retinal vessel segmentation based on global thresholding techniques
T Mapayi, S Viriri, JR Tapamo
Computational and mathematical methods in medicine 2015, 2015
472015
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
462021
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, 1-17, 2021
432021
An off-line signature verification system
B Schafer, S Viriri
2009 IEEE International Conference on Signal and Image Processing …, 2009
422009
Detection of COVID-19 from CT lung scans using transfer learning
S Lawton, S Viriri
Computational Intelligence and Neuroscience 2021, 2021
402021
Deep learning approach for medical image analysis
AA Adegun, S Viriri, RO Ogundokun
Computational Intelligence and Neuroscience 2021, 1-9, 2021
392021
Retinal blood vessel segmentation using Otsu thresholding with principal component analysis
J Dash, N Bhoi
2018 2nd international conference on inventive systems and control (ICISC …, 2018
312018
Retinal vessel segmentation: a comparative study of fuzzy C-means and sum entropy information on phase congruency
T Mapayi, JR Tapamo, S Viriri
International Journal of Advanced Robotic Systems 12 (9), 133, 2015
302015
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