Shereen Fouad

According to our database, Shereen Fouad authored at least 23 papers between 2012 and 2023.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2023

A review of natural language processing in contact centre automation.

Shariq Shah, Hossein Ghomeshi, Edlira Vakaj, Emmett Cooper, Shereen Fouad

Pattern Anal. Appl., August, 2023

Sentiment Analysis for Women in STEM using Twitter and Transfer Learning Models.

Shereen Fouad, Ezzaldin Alkooheji

Proceedings of the 17th IEEE International Conference on Semantic Computing, 2023

2022

A machine learning approach for detecting fast flux phishing hostnames.

Thomas Nagunwa, Paul Kearney, Shereen Fouad

J. Inf. Secur. Appl., 2022

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

Transfer learning approach for detecting psychological distress in brexit tweets.

Sean-Kelly Palicki, Shereen Fouad, Mariam Adedoyin-Olowe, Zahraa S. Abdallah

Proceedings of the SAC '21: The 36th ACM/SIGAPP Symposium on Applied Computing, 2021

Intrusion Detection for Industrial Control Systems by Machine Learning using Privileged Information.

Moojan Pordelkhaki, Shereen Fouad, Mark B. Josephs

Proceedings of the IEEE International Conference on Intelligence and Security Informatics, 2021

2019

Novel applications of discrete mereotopology to mathematical morphology.

Gabriel Landini, Antony Galton, David A. Randell, Shereen Fouad

Signal Process. Image Commun., 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

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

A Framework of New Hybrid Features for Intelligent Detection of Zero Hour Phishing Websites.

Thomas Nagunwa, Syed Naqvi, Shereen Fouad, Hanifa Shah

Proceedings of the International Joint Conference: 12th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2019) and 10th International Conference on EUropean Transnational Education (ICEUTE 2019), 2019

2017

Mereotopological Correction of Segmentation Errors in Histological Imaging.

David A. Randell, Antony Galton, Shereen Fouad, Hisham Mehanna, Gabriel Landini

J. Imaging, 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

Model-Based Correction of Segmentation Errors in Digitised Histological Images.

David A. Randell, Antony Galton, Shereen Fouad, Hisham Mehanna, Gabriel Landini

Proceedings of the Medical Image Understanding and Analysis - 21st Annual Conference, 2017

Unsupervised Superpixel-Based Segmentation of Histopathological Images with Consensus Clustering.

Shereen Fouad, David A. Randell, Antony Galton, Hisham Mehanna, Gabriel Landini

Proceedings of the Medical Image Understanding and Analysis - 21st Annual Conference, 2017

Errors and Artefacts in Histopathological Imaging.

Antony Galton, Shereen Fouad, Gabriel Landini, David A. Randell

Proceedings of the 8th International Conference on Biomedical Ontology (ICBO 2017), Newcastle-upon-Tyne, United Kingdom, September 13th, 2017

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

Morphological Separation of Clustered Nuclei in Histological Images.

Shereen Fouad, Gabriel Landini, David A. Randell, Antony Galton

Proceedings of the Image Analysis and Recognition - 13th International Conference, 2016

Ontological Levels in Histological Imaging.

Antony Galton, Gabriel Landini, David A. Randell, Shereen Fouad

Proceedings of the Formal Ontology in Information Systems, 2016

2013

Metric learning for incorporating privileged information in prototype-based models.

Shereen Fouad

PhD thesis, 2013

Incorporating Privileged Information Through Metric Learning.

Shereen Fouad, Peter Tiño, Somak Raychaudhury, Petra Schneider

IEEE Trans. Neural Networks Learn. Syst., 2013

Ordinal-based metric learning for learning using privileged information.

Shereen Fouad, Peter Tiño

Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

2012

Adaptive Metric Learning Vector Quantization for Ordinal Classification.

Shereen Fouad, Peter Tiño

Neural Comput., 2012

Prototype Based Modelling for Ordinal Classification.

Shereen Fouad, Peter Tiño

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2012, 2012

Learning Using Privileged Information in Prototype Based Models.

Shereen Fouad, Peter Tiño, Somak Raychaudhury, Petra Schneider

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012