Learning Using Privileged Information in Prototype Based Models. - Shereen Fouad; Peter Tiño; Somak Raychaudhury; Petra Schneider (ICANN (2), 2012)

Prototype Based Modelling for Ordinal Classification. - Shereen Fouad; Peter Tiño (IDEAL, 2012)

Adaptive Metric Learning Vector Quantization for Ordinal Classification. - Shereen Fouad; Peter Tiño (Neural Comput., 2012)

Ordinal-based metric learning for learning using privileged information. - Shereen Fouad; Peter Tiño (IJCNN, 2013)

Incorporating Privileged Information Through Metric Learning. - Shereen Fouad; Peter Tiño; Somak Raychaudhury; Petra Schneider (IEEE Trans. Neural Networks Learn. Syst., 2013)

Metric learning for incorporating privileged information in prototype-based models. - Shereen Fouad (2013)

Ontological Levels in Histological Imaging. - Antony Galton; Gabriel Landini; David A. Randell; Shereen Fouad (FOIS, 2016)

Morphological Separation of Clustered Nuclei in Histological Images. - Shereen Fouad; Gabriel Landini; David A. Randell; Antony Galton (ICIAR, 2016)

Classifying Cognitive Profiles Using Machine Learning with Privileged Information in Mild Cognitive Impairment. - Hanin H. Alahmadi; Yuan Shen; Shereen Fouad; Caroline Di Bernardi Luft; Peter Bentham; Zoe Kourtzi; Peter Tiño (Frontiers Comput. Neurosci., 2016)

Errors and Artefacts in Histopathological Imaging. - Antony Galton; Shereen Fouad; Gabriel Landini; David A. Randell (ICBO, 2017)

Unsupervised Superpixel-Based Segmentation of Histopathological Images with Consensus Clustering. - Shereen Fouad; David A. Randell; Antony Galton; Hisham Mehanna; Gabriel Landini (MIUA, 2017)

Model-Based Correction of Segmentation Errors in Digitised Histological Images. - David A. Randell; Antony Galton; Shereen Fouad; Hisham Mehanna; Gabriel Landini (MIUA, 2017)

Epithelium and Stroma Identification in Histopathological Images Using Unsupervised and Semi-Supervised Superpixel-Based Segmentation. - Shereen Fouad; David A. Randell; Antony Galton; Hisham Mehanna; Gabriel Landini (J. Imaging, 2017)

Mereotopological Correction of Segmentation Errors in Histological Imaging. - David A. Randell; Antony Galton; Shereen Fouad; Hisham Mehanna; Gabriel Landini (J. Imaging, 2017)

A Framework of New Hybrid Features for Intelligent Detection of Zero Hour Phishing Websites. - Thomas Nagunwa; Syed Naqvi; Shereen Fouad; Hanifa Shah (CISIS-ICEUTE, 2019)

Epithelial Segmentation From In Situ Hybridisation Histological Samples Using A Deep Central Attention Learning Approach. - Tzu-Hsi Song; Gabriel Landini; Shereen Fouad; Hisham Mehanna (ISBI, 2019)

Novel applications of discrete mereotopology to mathematical morphology. - Gabriel Landini; Antony Galton; David A. Randell; Shereen Fouad (Signal Process. Image Commun., 2019)

Intrusion Detection for Industrial Control Systems by Machine Learning using Privileged Information. - Moojan Pordelkhaki; Shereen Fouad; Mark B. Josephs (ISI, 2021)

Transfer learning approach for detecting psychological distress in brexit tweets. - Sean-Kelly Palicki; Shereen Fouad; Mariam Adedoyin-Olowe; Zahraa S. Abdallah (SAC, 2021)

Human papilloma virus detection in oropharyngeal carcinomas with in situ hybridisation using hand crafted morphological features and deep central attention residual networks. - Shereen Fouad; Gabriel Landini; Max Robinson; Tzu-Hsi Song; Hisham Mehanna (Comput. Medical Imaging Graph., 2021)

A machine learning approach for detecting fast flux phishing hostnames. - Thomas Nagunwa; Paul Kearney; Shereen Fouad (J. Inf. Secur. Appl., 2022)

An Explainable Deep Learning Framework for Mandibular Canal Segmentation from Cone Beam Computed Tomography Volumes. - Konstantinos Barzas; Shereen Fouad; Gainer Jasa; Gabriel Landini (ICCABS, 2023)

Sentiment Analysis for Women in STEM using Twitter and Transfer Learning Models. - Shereen Fouad; Ezzaldin Alkooheji (ICSC, 2023)

A review of natural language processing in contact centre automation. - Shariq Shah; Hossein Ghomeshi; Edlira Vakaj; Emmett Cooper; Shereen Fouad (Pattern Anal. Appl., 2023)

Explainable Deep Learning Framework for Ground Glass Opacity (GGO) Segmentation from Chest CT Scans. - Paula Atim; Shereen Fouad; Sinling Tiffany Yu; Antonio Fratini; Arvind Rajasekaran; Pankaj Nagori; John Morlese; Bahadar Bhatia (MICAD, 2024)