Research output per year
Research output per year
Personal profile
Research Interests
- Artificial Intelligence and Machine Learning.
- Applications of Machine Learning in Medicine, Cyber security and industry
- Medical Imaging analysis
- Natural Language Processing and its applications in Medicine and Industry.
Teaching Activity
- (CS2IAI) Introduction to Artificial Intellegence
- (CS2TP) Team Project
- (DC2DSA) Data Structures & Algorithms with Java
Employment
- (Sep 2021 – present) Lecturer in Computer Science, at College of Engineering & Physical Sciences, Informatics & Digital Technology, Aston University, UK.
- (Jan 2020 – Aug 2021) Senior Lecturer at school of Computing and Digital Technology, Faculty of Computing Engineering and the Built Environment (CEBE), Birmingham City University (BCU), UK
- (Jan 2018 – Dec 2019) Lecturer at school of Computing and Digital Technology, CEBE, BCU, UK
- (Aug 2015 - Dec 2018) Research Fellow at the Institute of clinical sciences, School of Dentistry, UoB, UK.
- (Sep 2014 – Jul 2015) Teaching Fellow at The School of Computer Science, UoB, UK.
- (Jan 2014 – Sep 2014) Research Fellow in Machine Learning at The School of Computer Science, UoB, UK.
- (Mar 2009 – Apr 2010) Assistant Lecturer, Faculty of Media Engineering and Technology - Computer Science Department, German University in Cairo (GUC), Cairo, Egypt.
- (Sep 2004 – Feb 2009) Teaching Assistance, Faculty of Computer and Information Sciences – Information System Department, Ain Shams University, Cairo, Egypt.
PhD Supervision
External supervisor for the two follwoing PhD research projects at Birmingham City Unniversity:
- (2019 - present) Intrusion Detection for Industrial Control Systems by Machine Learning using Privileged Informatio
- (2020 - present) Machine learning Framework for Intelligent Detection of Phishing Websites
Funding Applications and Awards
- (Feb 2020 - Sep 2021, Birmingham City University) Knowledge Transfer Partnership (KTP) project - 4Net technologies (total grant £ 210,523) – Acting as Project leader.
- (Jul 2020 - Sep 2021, Birmingham City University) Knowledge Transfer Partnership (KTP) project - MET (total grant £ 181,788) – Acting as Academic supervisor.
- (2014) Ramsay research funding from the University of Birmingham, contributed to writing the application.
Key research projects
- (2019 – 2021, Birmingham City University) Principle investigator of the PERSEUS project - an Innovate UK/APC (Advanced Propulsion Centre) funded project led by Jaguar Land Rover. Total grant £199,000.00. (https://www.projectperseus.co.uk/project)
- (2020 – 2021, Birmingham City University) Project leader for Innovate UK, Knowledge Transfer Partnership (KTP) project - 4Net technologies (total grant £ 210,523).
- (2020 – 2021, Birmingham City University) Academic supervisor for Innovate UK, KTP project – MET (total grant £ 181,788) – July 2020.
- (2018 – 2020, Birmingham City University) Academic advisor of Innovate UK, Knowledge Transfer Partnership (KTP) project - Kadfire (total grant £136,487)
- (2015 – 2018, University of Birmingham) Research Fellow on project funded by Engineering and Physical Sciences Research Council (EPSRC) (Novel context-based segmentation algorithms for intelligent microscopy).
- (Jan 2014 – Sep 2014) Research Fellow in Machine Learning at The School of Computer Science, The University of Birmingham, UK. Project funded by Ramsay research.
Membership of Professional Bodies
- (2019 - present) Fellowship of the Higher Education Academy. The school of Computing and Digital Technology, Birmingham City University, UK
- (2018 - present) Honorary Research Fellow at The Institute of Clinical Sciences, The school of Dentistry, The University of Birmingham, UK
Education/Academic qualification
PhD
1 Feb 2010 → 1 Sep 2013
Award Date: 1 Sep 2013
MSc
Award Date: 1 Nov 2006
BSc
Award Date: 1 Nov 2000
External positions
Honorary Research Fellow, The University of Birmingham, College of Clinical Sciences
30 Sep 2019 → 23 Sep 2023
Fellowship of the Higher Education Academy
Keywords
- QA76 Computer software
- Machine learning
- Medical imaging
- Data mining
- Computer Vision
- Applications of Machine Learning in Cyber Security
- Applications of Machine Learning in Industry
Fingerprint
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Network
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Human papilloma virus detection in oropharyngeal carcinomas with in situ hybridisation using hand crafted morphological features and deep central attention residual networks
Fouad, S., Landini, G., Robinson, M., Song, T. H. & Mehanna, H., Mar 2021, In: Computerized Medical Imaging and Graphics. 88, 101853.Research output: Contribution to journal › Article › peer-review
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Intrusion Detection for Industrial Control Systems by Machine Learning using Privileged Information
Pordelkhaki, M., Fouad, S. & Josephs, M., 8 Oct 2021, 19th Annual IEEE International Conference on Intelligence and Security Informatics (ISI). IEEEResearch output: Chapter in Book/Published conference output › Conference publication
Open AccessFile -
Transfer Learning Approach for Detecting Psychological Distress in Brexit Tweets
Palicki, S-K., Fouad, S., Adedoyin-Olowe, M. & S. Abdallah, Z., 22 Mar 2021, Proceedings of the 36th Annual ACM Symposium on Applied Computing, SAC 2021. ACM, p. 967–975 9 p. (Proceedings of the ACM Symposium on Applied Computing).Research output: Chapter in Book/Published conference output › Conference publication
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A Framework of New Hybrid Features for Intelligent Detection of Zero Hour Phishing Websites
Nagunwa, T., Naqvi, S., Fouad, S. & Shah, H., 28 Apr 2019, 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), Proceedings. Martínez Álvarez, F., Troncoso Lora, A., Quintián, H., Sáez Muñoz, J. A. & Corchado, E. (eds.). Springer, p. 36-46 11 p. (Advances in Intelligent Systems and Computing; vol. 951).Research output: Chapter in Book/Published conference output › Conference publication
Open Access -
Epithelial segmentation from in situ hybridisation histological samples using a deep central attention learning approach
Song, T. H., Landini, G., Fouad, S. & Mehanna, H., 11 Jul 2019, ISBI 2019 - 2019 IEEE International Symposium on Biomedical Imaging. IEEE, p. 1527-1531 5 p. 8759384. (Proceedings - International Symposium on Biomedical Imaging; vol. 2019-April).Research output: Chapter in Book/Published conference output › Conference publication
Prizes
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Financial award in recognition of contribution during the assessment period.
Fouad , Shereen (Recipient), 1 Jul 2015
Prize: Other distinction
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Three years Ph.D. Scholarship Award, (IDB) Bank
Fouad , Shereen (Recipient), 1 Feb 2010
Prize: Other distinction
Activities
- 3 Invited talk
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Machine learning in construction, at Project Controls Expo conference, London 2020
Shereen Fouad (Speaker)
13 Nov 2019Activity: Talk or presentation types › Invited talk
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Research paper in the 14th European Congress on Digital Pathology, 29th May - 1st June 2018, Finland.
Shereen Fouad (Speaker)
29 May 2019Activity: Talk or presentation types › Invited talk
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Artificial Intelligence and Digital Microscopy Workshop
Shereen Fouad (Speaker)
25 Jun 2018Activity: Talk or presentation types › Invited talk