Search results

• 2023

  An Explainable Deep Learning Framework for Mandibular Canal Segmentation from Cone Beam Computed Tomography volumes

  Barzas, K., Fouad, S., Jasa, G. & Landini, G., 8 Nov 2023, (Accepted/In press) The 12th International Conference on Computational Advances in Bio and Medical Sciences. Springer, (Lecture Notes in Computer Science: ICCABS proceedings).

  Research output: Chapter in Book/Published conference output › Conference publication

  • Canals 100%
  • Tomography 78%
  • Cones 76%
  • Deep learning 72%
  • Dentistry 23%

• A review of natural language processing in contact centre automation

  Shah, S., Ghomeshi, H., Vakaj, E., Cooper, E. & Fouad, S., Aug 2023, In: Pattern Analysis and Applications. 26, 3, p. 823-846 24 p.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  File

  • Automation 100%
  • Machine learning 32%
  • Economics 28%
  • Industry 19%

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

  Fouad, S. & Alkooheji, E., 20 Mar 2023, Proceedings - 17th IEEE International Conference on Semantic Computing, ICSC 2023. IEEE, p. 227-234 8 p. 78. (Proceedings - 17th IEEE International Conference on Semantic Computing, ICSC 2023).

  Research output: Chapter in Book/Published conference output › Conference publication

  Open Access

  File

  • twitter 100%
  • engineering 60%
  • learning 34%
  • public opinion 19%
  • social media 17%
• 2022

  A machine learning approach for detecting fast flux phishing hostnames

  Nagunwa, T., Kearney, P. & Fouad, S., Mar 2022, In: Journal of Information Security and Applications. 65, 20 p., 103125.

  Research output: Contribution to journal › Article › peer-review

  • Websites 100%
  • Fluxes 94%
  • Machine learning 85%
  • Ecosystems 25%
  • Deep learning 20%
• 2021

  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

  • Papillomaviridae 100%
  • Viruses 94%
  • Carcinoma in Situ 91%
  • In Situ Hybridization 73%
  • Hand 61%

• 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). IEEE

  Research output: Chapter in Book/Published conference output › Conference publication

  Open Access

  File

  • Intrusion detection 100%
  • Machine learning 71%
  • Water treatment 61%
  • Control systems 60%
  • Water power 34%

• 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

  • Transfer learning 100%
  • European Union 93%
  • Sentiment analysis 93%
  • Uncertainty 26%
  • Experiments 14%
• 2019

  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

  • Websites 100%
  • Machine learning 42%
  • Random forests 30%
  • Learning algorithms 24%

• 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

  • Immunohistochemistry 100%
  • In Situ Hybridization 53%
  • Tissue 49%
  • Learning 43%
  • Superpixels 38%

• Novel applications of discrete mereotopology to mathematical morphology

  Landini, G., Galton, A., Randell, D. & Fouad, S., Aug 2019, In: Signal Processing: Image Communication. 76, p. 109-117 9 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Mathematical morphology 100%
  • Set theory 25%
• 2017

  Automatic thresholding from the gradients of region boundaries

  Landini, G., Randell, D. A., Fouad, S. & Galton, A., 1 Feb 2017, In: Journal of Microscopy. 265, 2, p. 185-195 11 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• Epithelium and stroma identification in histopathological images using unsupervised and semi-supervised superpixel-based segmentation

  Fouad, S., Randell, D., Galton, A., Mehanna, H. & Landini, G., 11 Dec 2017, In: Journal of Imaging. 3, 4, 61.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Superpixels 100%
  • Clustering algorithms 68%
  • Cluster Analysis 68%
  • Tissue 64%
  • Epithelium 58%

• Errors and artefacts in histopathological imaging

  Galton, A., Fouad, S., Landini, G. & Randell, D., 2017, In: CEUR workshop proceedings. 2137, 2 p.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

• Mereotopological correction of segmentation errors in histological imaging

  Randell, D. A., Galton, A., Fouad, S., Mehanna, H. & Landini, G., 12 Dec 2017, In: Journal of Imaging. 3, 4, 63.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Cell culture 100%
  • Directed graphs 90%
  • Cells 75%
  • Image segmentation 73%
  • Imaging techniques 59%

• Model-based correction of segmentation errors in digitised histological images

  Randell, D. A., Galton, A., Fouad, S., Mehanna, H. & Landini, G., 22 Jun 2017, Medical Image Understanding and Analysis - 21st Annual Conference, MIUA 2017, Proceedings. Gonzalez-Castro, V. & Valdes Hernandez, M. (eds.). Springer, p. 718-730 13 p. (Communications in Computer and Information Science; vol. 723).

  Research output: Chapter in Book/Published conference output › Conference publication

  Open Access

  • Segmentation 100%
  • Model-based 74%
  • Cell culture 53%
  • Directed graphs 48%
  • Cells 40%

• Unsupervised morphological segmentation of tissue compartments in histopathological images

  Fouad, S., Randell, D., Galton, A., Mehanna, H. & Landini, G., 30 Nov 2017, In: PLoS ONE. 12, 11, e0188717.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Haematoxylin 100%
  • Cluster Analysis 33%
  • Partition 33%
  • tissues 30%
  • Optical Microscopy 29%

• Unsupervised superpixel-based segmentation of histopathological images with consensus clustering

  Fouad, S., Randell, D., Galton, A., Mehanna, H. & Landini, G., 22 Jun 2017, Medical Image Understanding and Analysis - 21st Annual Conference, MIUA 2017, Proceedings. Valdes Hernandez, M. & Gonzalez-Castro, V. (eds.). Springer, p. 767-779 13 p. (Communications in Computer and Information Science; vol. 723).

  Research output: Chapter in Book/Published conference output › Conference publication

  Open Access

  • Superpixels 100%
  • Segmentation 91%
  • Clustering 71%
  • Tissue 64%
  • Labeling 36%
• 2016

  Classifying cognitive profiles using machine learning with privileged information in mild cognitive impairment

  Alahmadi, H. H., Shen, Y., Fouad, S., Luft, C. D. B., Bentham, P., Kourtzi, Z., Tino, P., Bielza, C., Su, L. & Benuskova, L., 17 Nov 2016, In: Frontiers in Computational Neuroscience. 10, 117.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Machine Learning 100%
  • Cognitive Dysfunction 72%
  • Magnetic Resonance Imaging 58%
  • Learning 40%
  • Psychological Inhibition 18%

• Morphological separation of clustered nuclei in histological images

  Fouad, S., Landini, G., Randell, D. & Galton, A., 1 Jul 2016, Image Analysis and Recognition - 13th International Conference, ICIAR 2016, Proceedings. Campilho, A., Campilho, A. & Karray, F. (eds.). Springer, p. 599-607 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9730).

  Research output: Chapter in Book/Published conference output › Conference publication

  Open Access

  • Nucleus 100%
  • Concavity 94%
  • Overlapping 88%
  • Microscopy 61%
  • Binary Image 56%

• Ontological levels in histological imaging

  Galton, A., Landini, G., Randell, D. & Fouad, S., 2016, Formal Ontology in Information Systems - Proceedings of the 9th International Conference, FOIS 2016. Ferrario, R. & Kuhn, W. (eds.). IOS, p. 271-284 14 p. (Frontiers in Artificial Intelligence and Applications; vol. 283).

  Research output: Chapter in Book/Published conference output › Conference publication

  Open Access

  • Tissue 100%
  • Imaging techniques 89%
  • Foundries 67%
  • Ontology 49%
  • Chemical analysis 38%
• 2014

  Ordinal-based metric learning for learning using privileged information

  Fouad, S. & Tino, P., 9 Jan 2014, 2013 International Joint Conference on Neural Networks, IJCNN 2013. IEEE, 6706799. (Proceedings of the International Joint Conference on Neural Networks).

  Research output: Chapter in Book/Published conference output › Conference publication

  Open Access

  • Supervised learning 100%
  • Experiments 33%
• 2013

  Incorporating privileged information through metric learning

  Fouad, S., Tino, P., Raychaudhury, S. & Schneider, P., Jul 2013, In: IEEE Transactions on Neural Networks and Learning Systems. 24, 7, p. 1086-1098 13 p., 6488857.

  Research output: Contribution to journal › Article › peer-review

  • Vector quantization 100%
  • Classifiers 63%
  • Experiments 31%
• 2012

  Adaptive metric learning vector quantization for ordinal classification

  Fouad, S. & Tino, P., 1 Nov 2012, In: Neural Computation. 24, 11, p. 2825-2851 27 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Quantization 100%
  • Learning 50%
  • Nominals 40%
  • Prototype 40%
  • Nonlinear Dynamics 18%

• Learning using privileged information in prototype based models

  Fouad, S., Tino, P., Raychaudhury, S. & Schneider, P., 2012, Artificial Neural Networks and Machine Learning, ICANN 2012 - 22nd International Conference on Artificial Neural Networks, Proceedings. PART 2 ed. Springer, p. 322-329 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7553 LNCS, no. PART 2).

  Research output: Chapter in Book/Published conference output › Conference publication

  • Prototype 100%
  • Learning 83%
  • Knowledge 69%
  • Pattern Analysis 45%
  • Galaxies 42%

• Prototype based modelling for ordinal classification

  Fouad, S. & Tino, P., 2012, Intelligent Data Engineering and Automated Learning, IDEAL 2012 - 13th International Conference, Proceedings. Springer, p. 208-215 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7435 LNCS).

  Research output: Chapter in Book/Published conference output › Conference publication

  • Learning Vector Quantization 100%
  • Vector quantization 73%
  • Prototype 72%
  • Modeling 42%
  • Categorical or nominal 39%
• 2004

  A parallel view maintenance algorithm for complete consistency

  Fouad, S. A., Karam, O. H. & El-Sharkawy, M. A., 7 Sept 2004, International Conference on Electrical, Electronic and Computer Engineering, 2004. ICEEC '04.. IEEE, p. 140-143 4 p. 1374403

  Research output: Chapter in Book/Published conference output › Conference publication