Eyad Elyan

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 60

Top Topics

Attack Detection

Imbalanced Data

Top Venues

Neural Comput. Appl.

Publications

Laura Jamieson, Carlos Francisco Moreno-García, Eyad Elyan
A review of deep learning methods for digitisation of complex documents and engineering diagrams. Artif. Intell. Rev. 57 (6) (2024)
Hamidreza Farhadi Tolie, Jinchang Ren, Eyad Elyan
DICAM: Deep Inception and Channel-wise Attention Modules for underwater image enhancement. Neurocomputing 584 (2024)
Truong Dang, Tien Thanh Nguyen, John A. W. McCall, Eyad Elyan, Carlos Francisco Moreno-García
Two-layer Ensemble of Deep Learning Models for Medical Image Segmentation. Cogn. Comput. 16 (3) (2024)
Faseela Abdullakutty, Eyad Elyan, Pamela Johnston
Unmasking the Imposters: Task-specific feature learning for face presentation attack detection. IJCNN (2023)
Mahammad Shareef Mekala, Eyad Elyan, Gautam Srivastava
Object-aware Multi-criteria Decision-Making Approach using the Heuristic data-driven Theory for Intelligent Transportation Systems. DSAA (2023)
Md Junayed Hasan, Eyad Elyan, Yijun Yan, Jinchang Ren, Md. Mostafa Kamal Sarker
Segmentation Framework for Heat Loss Identification in Thermal Images: Empowering Scottish Retrofitting and Thermographic Survey Companies. CoRR (2023)
Luis Alberto Toral-Quijas, Eyad Elyan, Carlos Francisco Moreno-García, Jan Stander
Digital Transformation for Offshore Assets: A Deep Learning Framework for Weld Classification in Remote Visual Inspections. EANN (2023)
Kai Zhang, Feng Zhang, Wenbo Wan, Hui Yu, Jiande Sun, Javier Del Ser, Eyad Elyan, Amir Hussain
Panchromatic and multispectral image fusion for remote sensing and earth observation: Concepts, taxonomy, literature review, evaluation methodologies and challenges ahead. Inf. Fusion 93 (2023)
Md Junayed Hasan, Eyad Elyan, Yijun Yan, Jinchang Ren, Md. Mostafa Kamal Sarker
Segmentation Framework for Heat Loss Identification in Thermal Images: Empowering Scottish Retrofitting and Thermographic Survey Companies. BICS (2023)
Faseela Abdullakutty, Pamela Johnston, Eyad Elyan
Fusion Methods for Face Presentation Attack Detection. Sensors 22 (14) (2022)
Md. Mostafa Kamal Sarker, Carlos Francisco Moreno-García, Jinchang Ren, Eyad Elyan
TransSLC: Skin Lesion Classification in Dermatoscopic Images Using Transformers. MIUA (2022)
Faseela Abdullakutty, Eyad Elyan, Pamela Johnston, Adamu Ali-Gombe
Deep Transfer Learning on the Aggregated Dataset for Face Presentation Attack Detection. Cogn. Comput. 14 (6) (2022)
Eyad Elyan, Amir Hussain, Aziz Sheikh, Abdelraouf A. Elmanama, Pattaramon Vuttipittayamongkol, Karolin Hijazi
Antimicrobial Resistance and Machine Learning: Challenges and Opportunities. IEEE Access 10 (2022)
Adamu Ali-Gombe, Eyad Elyan, Carlos Francisco Moreno-García, Chrisina Jayne
Cross Domain Evaluation of Text Detection Models. ICANN (3) (2022)
Andrew A. Gumbs, Vincent Grasso, Nicolas Bourdel, Roland Croner, Gaya Spolverato, Isabella Frigerio, Alfredo Illanes, Mohammad Abu Hilal, Adrian Park, Eyad Elyan
The Advances in Computer Vision That Are Enabling More Autonomous Actions in Surgery: A Systematic Review of the Literature. Sensors 22 (13) (2022)
Faseela Abdullakutty, Eyad Elyan, Pamela Johnston
A review of state-of-the-art in Face Presentation Attack Detection: From early development to advanced deep learning and multi-modal fusion methods. Inf. Fusion 75 (2021)
Pattaramon Vuttipittayamongkol, Aaron Tung, Eyad Elyan
Towards Machine Learning-Driven Practices for Oil and Gas Decommissioning - Introduction of a New Offshore Pipeline Dataset. ICCCM (2021)
Eyad Elyan, Carlos Francisco Moreno-García, Chrisina Jayne
CDSMOTE: class decomposition and synthetic minority class oversampling technique for imbalanced-data classification. Neural Comput. Appl. 33 (7) (2021)
Carlos Francisco Moreno-García, Chrisina Jayne, Eyad Elyan
Class-Decomposition and Augmentation for Imbalanced Data Sentiment Analysis. IJCNN (2021)
Pattaramon Vuttipittayamongkol, Aaron Tung, Eyad Elyan
A Data-Driven Decision Support Tool for Offshore Oil and Gas Decommissioning. IEEE Access 9 (2021)
Scott Wares, John P. Isaacs, Eyad Elyan
Burst Detection-Based Selective Classifier Resetting. J. Inf. Knowl. Manag. 20 (2) (2021)
Truong Dang, Tien Thanh Nguyen, John McCall, Eyad Elyan, Carlos Francisco Moreno-García
Two layer Ensemble of Deep Learning Models for Medical Image Segmentation. CoRR (2021)
Luis Toral, Carlos Francisco Moreno-García, Eyad Elyan, Shahram Memon
A Deep Learning Digitisation Framework to Mark up Corrosion Circuits in Piping and Instrumentation Diagrams. ICDAR Workshops (2) (2021)
Faseela Abdullakutty, Eyad Elyan, Pamela Johnston
Face Spoof Detection: An Experimental Framework. EANN (2021)
Andrew A. Gumbs, Isabella Frigerio, Gaya Spolverato, Roland Croner, Alfredo Illanes, Elie Chouillard, Eyad Elyan
Artificial Intelligence Surgery: How Do We Get to Autonomous Actions in Surgery? Sensors 21 (16) (2021)
Adamu Ali-Gombe, Eyad Elyan, Carlos Francisco Moreno-García, Johan Zwiegelaar
Face Detection with YOLO on Edge. EANN (2021)
Pattaramon Vuttipittayamongkol, Eyad Elyan, Andrei Petrovski
On the class overlap problem in imbalanced data classification. Knowl. Based Syst. 212 (2021)
Truong Dang, Tien Thanh Nguyen, Carlos Francisco Moreno-García, Eyad Elyan, John A. W. McCall
Weighted Ensemble of Deep Learning Models based on Comprehensive Learning Particle Swarm Optimization for Medical Image Segmentation. CEC (2021)
Laura Jamieson, Carlos Francisco Moreno-García, Eyad Elyan
Deep Learning for Text Detection and Recognition in Complex Engineering Diagrams. IJCNN (2020)
Eyad Elyan, Laura Jamieson, Adamu Ali-Gombe
Deep learning for symbols detection and classification in engineering drawings. Neural Networks 129 (2020)
Pattaramon Vuttipittayamongkol, Eyad Elyan
Overlap-Based Undersampling Method for Classification of Imbalanced Medical Datasets. AIAI (2) (2020)
Pattaramon Vuttipittayamongkol, Eyad Elyan
Response to Discussion on "Improved Overlap-Based Undersampling for Imbalanced Dataset Classification with Application to Epilepsy and Parkinson's Disease, ". Int. J. Neural Syst. 30 (9) (2020)
Pattaramon Vuttipittayamongkol, Eyad Elyan
Improved Overlap-based Undersampling for Imbalanced Dataset Classification with Application to Epilepsy and Parkinson's Disease. Int. J. Neural Syst. 30 (8) (2020)
Adamu Ali-Gombe, Eyad Elyan, Johan Zwiegelaar
Towards a Reliable Face Recognition System. EANN (2020)
Pamela Johnston, Eyad Elyan, Chrisina Jayne
Video tampering localisation using features learned from authentic content. Neural Comput. Appl. 32 (16) (2020)
Pattaramon Vuttipittayamongkol, Eyad Elyan
Neighbourhood-based undersampling approach for handling imbalanced and overlapped data. Inf. Sci. 509 (2020)
Eyad Elyan, Carlos Francisco Moreno-García, Pamela Johnston
Symbols in Engineering Drawings (SiED): An Imbalanced Dataset Benchmarked by Convolutional Neural Networks. EANN (2020)
Harry Kontopoulos, Hatem Ahriz, Eyad Elyan, Richard Arnold
Predicting Permeability Based on Core Analysis. EANN (2020)
Adamu Ali-Gombe, Eyad Elyan
MFC-GAN: Class-imbalanced dataset classification using Multiple Fake Class Generative Adversarial Network. Neurocomputing 361 (2019)
Adamu Ali-Gombe, Eyad Elyan, Chrisina Jayne
Multiple Fake Classes GAN for Data Augmentation in Face Image Dataset. IJCNN (2019)
Nirmalie Wiratunga, David Corsar, Kyle Martin, Anjana Wijekoon, Eyad Elyan, Zina M. Ibrahim, Oya Celikutan, Richard J. B. Dobson, Stephen J. McKenna, Jacqui Morris, Annalu Waller, Raed A. Abd-Alhammed, Rami Qahwaji, Ray Chaudhuri
Learning to Self-Manage by Intelligent Monitoring, Prediction and Intervention. KHD@IJCAI (2019)
Carlos Francisco Moreno-García, Eyad Elyan
Digitisation of Assets from the Oil & Gas Industry: Challenges and Opportunities. WIADAR@ICDAR (2019)
Pamela Johnston, Eyad Elyan
A review of digital video tampering: From simple editing to full synthesis. Digit. Investig. 29 (2019)
Carlos Francisco Moreno-García, Eyad Elyan, Chrisina Jayne
New trends on digitisation of complex engineering drawings. Neural Comput. Appl. 31 (6) (2019)
Adamu Ali-Gombe, Eyad Elyan, Yann Savoye, Chrisina Jayne
Few-shot Classifier GAN. IJCNN (2018)
Eyad Elyan, Carlos Francisco Moreno-García, Chrisina Jayne
Symbols Classification in Engineering Drawings. IJCNN (2018)
Pamela Johnston, Eyad Elyan, Chrisina Jayne
Spatial Effects of Video Compression on Classification in Convolutional Neural Networks. IJCNN (2018)
Ahmed Hussein, Eyad Elyan, Chrisina Jayne
Deep Imitation Learning with Memory for Robocup Soccer Simulation. EANN (2018)
Pamela Johnston, Eyad Elyan, Chrisina Jayne
Toward Video Tampering Exposure: Inferring Compression Parameters from Pixels. EANN (2018)
Pattaramon Vuttipittayamongkol, Eyad Elyan, Andrei Petrovski, Chrisina Jayne
Overlap-Based Undersampling for Improving Imbalanced Data Classification. IDEAL (1) (2018)
Ahmed Hussein, Eyad Elyan, Mohamed Medhat Gaber, Chrisina Jayne
Deep imitation learning for 3D navigation tasks. Neural Comput. Appl. 29 (7) (2018)
Adamu Ali-Gombe, Eyad Elyan, Chrisina Jayne
Fish Classification in Context of Noisy Images. EANN (2017)
Ahmed Hussein, Mohamed Medhat Gaber, Eyad Elyan, Chrisina Jayne
Imitation Learning: A Survey of Learning Methods. ACM Comput. Surv. 50 (2) (2017)
Eyad Elyan, Mohamed Medhat Gaber
A genetic algorithm approach to optimising random forests applied to class engineered data. Inf. Sci. 384 (2017)
Ahmed Hussein, Eyad Elyan, Mohamed Medhat Gaber, Chrisina Jayne
Deep reward shaping from demonstrations. IJCNN (2017)
Carlos Francisco Moreno-García, Eyad Elyan, Chrisina Jayne
Heuristics-Based Detection to Improve Text/Graphics Segmentation in Complex Engineering Drawings. EANN (2017)
Arthur Stewart, Eyad Elyan, John P. Isaacs, Leah McEwen, Lyn Wilson
The Effect of Person Order on Egress Time: A Simulation Model of Evacuation From a Neolithic Visitor Attraction. Hum. Factors 59 (8) (2017)
Eyad Elyan, Mohamed Medhat Gaber
A fine-grained Random Forests using class decomposition: an application to medical diagnosis. Neural Comput. Appl. 27 (8) (2016)
Ahmed Hussein, Mohamed Medhat Gaber, Eyad Elyan
Deep Active Learning for Autonomous Navigation. EANN (2016)
Khaled Fawagreh, Mohamed Medhat Gaber, Eyad Elyan
An Outlier Ranking Tree Selection Approach to Extreme Pruning of Random Forests. EANN (2016)
Khaled Fawagreh, Mohamed Medhat Gaber, Eyad Elyan
CLUB-DRF: A Clustering Approach to Extreme Pruning of Random Forests. SGAI Conf. (2015)
Khaled Fawagreh, Mohamed Medhat Gaber, Eyad Elyan
An Outlier Detection-based Tree Selection Approach to Extreme Pruning of Random Forests. CoRR (2015)
Khaled Fawagreh, Mohamed Medhat Gaber, Eyad Elyan
On Extreme Pruning of Random Forest Ensembles for Real-time Predictive Applications. CoRR (2015)
Khaled Fawagreh, Mohamed Medhat Gaber, Eyad Elyan
A Replicator Dynamics Approach to Collective Feature Engineering in Random Forests. SGAI Conf. (2015)
Mohammed M. Abdelsamea, Giorgio Gnecco, Mohamed Medhat Gaber, Eyad Elyan
On the Relationship between Variational Level Set-Based and SOM-Based Active Contours. Comput. Intell. Neurosci. 2015 (2015)
Khaled Fawagreh, Mohamed Medhat Gaber, Eyad Elyan
Diversified Random Forests Using Random Subspaces. IDEAL (2014)
Lei Wang, Eyad Elyan, Dawei Song
Rebuilding Visual Vocabulary via Spatial-temporal Context Similarity for Video Retrieval. MMM (1) (2014)
Olurotimi Richard Akinlofa, Patrik O'Brian Holt, Eyad Elyan
The cognitive benefits of dynamic representations in the acquisition of spatial navigation skills. Comput. Hum. Behav. 30 (2014)
Olurotimi Richard Akinlofa, Patrik O'Brian Holt, Eyad Elyan
The Cognitive Benefit of Dynamic Representations on Procedural Skill Acquisition: A Computational Modeling Approach. Int. J. Hum. Comput. Interact. 30 (3) (2014)
Olurotimi Richard Akinlofa, Patrik O'Brian Holt, Eyad Elyan
Domain expertise and the effectiveness of dynamic simulator interfaces in the acquisition of procedural motor skills. Br. J. Educ. Technol. 44 (5) (2013)
Olurotimi Richard Akinlofa, Patrik O'Brian Holt, Eyad Elyan
Effect of Interface Dynamism on Learning Procedural Motor Skills. Interact. Comput. 25 (3) (2013)
Lei Wang, Dawei Song, Eyad Elyan
Improving bag-of-visual-words model with spatial-temporal correlation for video retrieval. CIKM (2012)
Olurotimi Richard Akinlofa, Patrik O'Brian Holt, Eyad Elyan
The acquisition of spatial navigational skills from dynamic versus static visualisations. BCS HCI (2012)
Eyad Elyan
Enhanced interactivity and engagement: Learning by doing to simplify mathematical concepts in computer graphics and animation. EDUCON (2012)
Lei Wang, Dawei Song, Eyad Elyan
Words-of-interest selection based on temporal motion coherence for video retrieval. SIGIR (2011)
Lei Wang, Dawei Song, Eyad Elyan
Video Retrieval Based on Words-of-Interest Selection. ECIR (2011)
Eyad Elyan, Hassan Ugail
Automatic Features Characterization from 3D Facial Images. CGVR (2010)
Eyad Elyan, Hassan Ugail
Interactive Surface Design and Manipulation Using PDE-Method through Autodesk Maya Plug-in. CW (2009)
Eyad Elyan, Hassan Ugail
Automatic 3D Face Recognition Using Fourier Descriptors. CW (2009)
Eyad Elyan, Hassan Ugail
Reconstruction of 3D Human Facial Images Using Partial Differential Equations. J. Comput. 2 (8) (2007)