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Shereen Fouad
Shereen Fouad
Lecturer in Computer Science, Aston University
aston.ac.uk의 이메일 확인됨
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Incorporating privileged information through metric learning
S Fouad, P Tino, S Raychaudhury, P Schneider
IEEE transactions on neural networks and learning systems 24 (7), 1086-1098, 2013
902013
Automatic thresholding from the gradients of region boundaries
G Landini, DA Randell, S Fouad, A Galton
Journal of microscopy 265 (2), 185-195, 2017
532017
Unsupervised morphological segmentation of tissue compartments in histopathological images
S Fouad, D Randell, A Galton, H Mehanna, G Landini
PloS one 12 (11), e0188717, 2017
322017
Adaptive metric learning vector quantization for ordinal classification
S Fouad, P Tino
Neural computation 24 (11), 2825-2851, 2012
302012
Ordinal-based metric learning for learning using privileged information
S Fouad, P Tiňo
The 2013 International Joint Conference on Neural Networks (IJCNN), 1-8, 2013
192013
Mereotopological correction of segmentation errors in histological imaging
DA Randell, A Galton, S Fouad, H Mehanna, G Landini
Journal of Imaging 3 (4), 63, 2017
182017
Classifying cognitive profiles using machine learning with privileged information in mild cognitive impairment
HH Alahmadi, Y Shen, S Fouad, CDB Luft, P Bentham, Z Kourtzi, P Tino
Frontiers in Computational Neuroscience 10, 117, 2016
182016
Learning using privileged information in prototype based models
S Fouad, P Tino, S Raychaudhury, P Schneider
Artificial Neural Networks and Machine Learning–ICANN 2012: 22nd …, 2012
182012
Novel applications of discrete mereotopology to mathematical morphology
G Landini, A Galton, D Randell, S Fouad
Signal Processing: Image Communication 76, 109-117, 2019
152019
Unsupervised superpixel-based segmentation of histopathological images with consensus clustering
S Fouad, D Randell, A Galton, H Mehanna, G Landini
Medical Image Understanding and Analysis: 21st Annual Conference, MIUA 2017 …, 2017
142017
Epithelium and stroma identification in histopathological images using unsupervised and semi-supervised superpixel-based segmentation
S Fouad, D Randell, A Galton, H Mehanna, G Landini
Journal of Imaging 3 (4), 61, 2017
112017
A machine learning approach for detecting fast flux phishing hostnames
T Nagunwa, P Kearney, S Fouad
Journal of Information Security and Applications 65 (103125), 2022
102022
Ontological Levels in Histological Imaging
A Galton, G Landini, D Randell, S Fouad
Artificial Intelligence and Digital Microscopy, 4, 2018
102018
Ontological Levels in Histological Imaging.
A Galton, G Landini, DA Randell, S Fouad
FOIS, 271-284, 2016
102016
Discrete mereotopology in histological imaging
G Landini, DA Randell, AP Galton
Proceedings of the 17th conference on Medical Image Understanding and …, 2013
92013
A Framework of New Hybrid Features for Intelligent Detection of Zero Hour Phishing Websites.
SH Nagunwa T., Naqvi S., Fouad S.
International Joint Conference: 12th International Conference on …, 2019
7*2019
Morphological separation of clustered nuclei in histological images
S Fouad, G Landini, D Randell, A Galton
Image Analysis and Recognition: 13th International Conference, ICIAR 2016 …, 2016
72016
Transfer learning approach for detecting psychological distress in brexit tweets
SK Palicki, S Fouad, M Adedoyin-Olowe, ZS Abdallah
Proceedings of the 36th annual ACM symposium on applied computing, 967-975, 2021
62021
Intrusion detection for industrial control systems by machine learning using privileged information
M Pordelkhaki, S Fouad, M Josephs
2021 IEEE International Conference on Intelligence and Security Informatics …, 2021
52021
Human papilloma virus detection in oropharyngeal carcinomas with in situ hybridisation using hand crafted morphological features and deep central attention residual networks
S Fouad, G Landini, M Robinson, TH Song, H Mehanna
Computerized Medical Imaging and Graphics 88, 101853, 2021
52021
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학술자료 1–20