Eyad Elyan - RankMe

104 papers A* 2A 2B 12C 16Journal 50Unranked 22

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	Chirality-Aware Grammar-Guided Surgical Action Anticipation from Video. HRI Md Rezowan Hossain Ferdous Shuvo, M. S. Mekala, Eyad Elyan
2026	J	`jnl`	Ensemble of regressors for gross error identification: an optimisation approach. J. Ind. Inf. Integr. Daniel Dobos, Tien Thanh Nguyen, Truong Dang, Eyad Elyan
2025	—	`conf`	A Feature Transformation Technique for Improving Ensemble Learning Systems. ACIIDS (2) Truong Thanh Nguyen, Hieu Vu, Truong Dang, Eyad Elyan, Thanh Son Vu, Tien Thanh Nguyen
2025	J	`jnl`	A Multimodel-Based Screening Framework for C-19 Using Deep Learning-Inspired Data Fusion. IEEE J. Biomed. Health Informatics Achyut Shankar, Rizwan Patan, Mahammad Shareef Mekala, Eyad Elyan, Amir H. Gandomi, Carsten Maple, Joel J. P. C. Rodrigues
2025	B	`conf`	An Evolutionary Neural Architecture Search-Based Approach for Time Series Forecasting. CEC Trung Hieu Vu, Tien Thanh Nguyen, Eyad Elyan
2025	J	`jnl`	Artificial Intelligence-Based Conversational Agents Used for Sustainable Fashion: Systematic Literature Review. Int. J. Hum. Comput. Interact. Diana S. Hernandez Manzo, Yang Jiang, Eyad Elyan, John P. Isaacs
2025	J	`jnl`	Blind sonar image quality assessment via machine learning: Leveraging micro- and macro-scale texture and contour features in the wavelet domain. Eng. Appl. Artif. Intell. Hamidreza Farhadi Tolie, Jinchang Ren, Rongjun Chen, Huimin Zhao, Eyad Elyan
2025	J	`jnl`	CEANet: An end-to-end transformer based static-mobile points alignment approach. Signal Image Video Process. Vladimir Yesipov, Mahammad Shareef Mekala, Paul Edge, Eyad Elyan
2025	J	`jnl`	Deep Learning and Attention-Based Methods for Human Activity Recognition and Anticipation: A Comprehensive Review. Cogn. Comput. Rezowan Shuvo, Mahammad Shareef Mekala, Eyad Elyan
2025	J	`jnl`	Event Classification on Subsea Pipeline Inspection Data Using an Ensemble of Deep Learning Classifiers. Cogn. Comput. Truong Dang, Tien Thanh Nguyen, Alan Wee-Chung Liew, Eyad Elyan
2025	—	`conf`	KD-LSRED : Knowledge Distillation for Lightweight Symbol Recognition in Engineering Diagrams. ICDAR (5) Ikenna Ekeke, Carlos Francisco Moreno-García, Eyad Elyan
2025	J	`jnl`	MSBATN: Multi-Stage Boundary-Aware Transformer Network for action segmentation in untrimmed surgical videos. Comput. Vis. Image Underst. Rezowan Shuvo, Mahammad Shareef Mekala, Eyad Elyan
2025	—	`conf`	Mitigating Class Imbalance in Multiclass Educational Data: A Hybrid One-vs-One and Density-Based Resampling Approach. IDEAL (1) John-Bosco Diekuu, Mahammad Shareef Mekala, John P. Isaacs, Eyad Elyan
2025	—	`conf`	Modified CBAM: Sub-block Pooling for Improved Channel and Spatial Attention. MIUA (2) Hamza Hussaini, Shahana Bano, Eyad Elyan, Carlos Francisco Moreno-García
2025	J	`jnl`	Multi-Stage Boundary-Aware Transformer Network for Action Segmentation in Untrimmed Surgical Videos. CoRR Rezowan Shuvo, Mahammad Shareef Mekala, Eyad Elyan
2025	B	`conf`	Offshore Asset Inspection Redefined: Expert- Validated Deep Learning for Critical Defects. DSAA Urmila Gurung, M. S. Mekala, Carlos Francisco Moreno-García, Nikolaus Zolnhofer, Barry Marshall, Eyad Elyan
2025	—	`conf`	On the Impact of Greyscale ImageNet Pre-training for Chest X-Ray Model Transferability. IDEAL (1) Sophie Crawford Haynes, Pamela Johnston, Eyad Elyan
2025	J	`jnl`	Towards fully automated processing and analysis of construction diagrams: AI-powered symbol detection. Int. J. Document Anal. Recognit. Laura Jamieson, Carlos Francisco Moreno-García, Eyad Elyan
2024	—	`conf`	A Multiclass Imbalanced Dataset Classification of Symbols from Piping and Instrumentation Diagrams. ICDAR (1) Laura Jamieson, Carlos Francisco Moreno-García, Eyad Elyan
2024	—	`conf`	A Novel Ensemble Aggregation Method Based on Deep Learning Representation. ICPR (24) Truong Thanh Nguyen, Eyad Elyan, Truong Dang, Tien Thanh Nguyen, Martin Longmuir
2024	J	`jnl`	A review of deep learning methods for digitisation of complex documents and engineering diagrams. Artif. Intell. Rev. Laura Jamieson, Carlos Francisco Moreno-García, Eyad Elyan
2024	J	`jnl`	DICAM: Deep Inception and Channel-wise Attention Modules for underwater image enhancement. Neurocomputing Hamidreza Farhadi Tolie, Jinchang Ren, Eyad Elyan
2024	—	`conf`	FAT: Fusion-Attention Transformer for Remaining Useful Life Prediction. ICPR (10) Trung Hieu Vu, Eyad Elyan, Will Vorley, Joe Goodlad, Truong Dang, Tien Thanh Nguyen
2024	J	`jnl`	Few-Shot Symbol Detection in Engineering Drawings. Appl. Artif. Intell. Laura Jamieson, Eyad Elyan, Carlos Francisco Moreno-García
2024	J	`jnl`	Generalisation challenges in deep learning models for medical imagery: insights from external validation of COVID-19 classifiers. Multim. Tools Appl. Sophie Crawford Haynes, Pamela Johnston, Eyad Elyan
2024	J	`jnl`	Two-layer Ensemble of Deep Learning Models for Medical Image Segmentation. Cogn. Comput. Truong Dang, Tien Thanh Nguyen, John A. W. McCall, Eyad Elyan, Carlos Francisco Moreno-García
2024	J	`jnl`	Which classifiers are connected to others? An optimal connection framework for multi-layer ensemble systems. Knowl. Based Syst. Truong Dang, Tien Thanh Nguyen, Alan Wee-Chung Liew, Eyad Elyan, John A. W. McCall
2023	C	`conf`	Digital Transformation for Offshore Assets: A Deep Learning Framework for Weld Classification in Remote Visual Inspections. EANN Luis Alberto Toral-Quijas, Eyad Elyan, Carlos Francisco Moreno-García, Jan Stander
2023	B	`conf`	Object-aware Multi-criteria Decision-Making Approach using the Heuristic data-driven Theory for Intelligent Transportation Systems. DSAA Mahammad Shareef Mekala, Eyad Elyan, Gautam Srivastava
2023	J	`jnl`	Panchromatic and multispectral image fusion for remote sensing and earth observation: Concepts, taxonomy, literature review, evaluation methodologies and challenges ahead. Inf. Fusion Kai Zhang, Feng Zhang, Wenbo Wan, Hui Yu, Jiande Sun, Javier Del Ser, Eyad Elyan, Amir Hussain
2023	—	`conf`	Segmentation Framework for Heat Loss Identification in Thermal Images: Empowering Scottish Retrofitting and Thermographic Survey Companies. BICS Md Junayed Hasan, Eyad Elyan, Yijun Yan, Jinchang Ren, Md. Mostafa Kamal Sarker
2023	J	`jnl`	Segmentation Framework for Heat Loss Identification in Thermal Images: Empowering Scottish Retrofitting and Thermographic Survey Companies. CoRR Md Junayed Hasan, Eyad Elyan, Yijun Yan, Jinchang Ren, Md. Mostafa Kamal Sarker
2023	B	`conf`	Unmasking the Imposters: Task-specific feature learning for face presentation attack detection. IJCNN Faseela Abdullakutty, Eyad Elyan, Pamela Johnston
2022	J	`jnl`	Antimicrobial Resistance and Machine Learning: Challenges and Opportunities. IEEE Access Eyad Elyan, Amir Hussain, Aziz Sheikh, Abdelraouf A. Elmanama, Pattaramon Vuttipittayamongkol, Karolin Hijazi
2022	—	`conf`	Cross Domain Evaluation of Text Detection Models. ICANN (3) Adamu Ali-Gombe, Eyad Elyan, Carlos Francisco Moreno-García, Chrisina Jayne
2022	J	`jnl`	Deep Transfer Learning on the Aggregated Dataset for Face Presentation Attack Detection. Cogn. Comput. Faseela Abdullakutty, Eyad Elyan, Pamela Johnston, Adamu Ali-Gombe
2022	J	`jnl`	Fusion Methods for Face Presentation Attack Detection. Sensors Faseela Abdullakutty, Pamela Johnston, Eyad Elyan
2022	J	`jnl`	The Advances in Computer Vision That Are Enabling More Autonomous Actions in Surgery: A Systematic Review of the Literature. Sensors Andrew A. Gumbs, Vincent Grasso, Nicolas Bourdel, Roland Croner, Gaya Spolverato, Isabella Frigerio, Alfredo Illanes, Mohammad Abu Hilal, Adrian Park, Eyad Elyan
2022	—	`conf`	TransSLC: Skin Lesion Classification in Dermatoscopic Images Using Transformers. MIUA Md. Mostafa Kamal Sarker, Carlos Francisco Moreno-García, Jinchang Ren, Eyad Elyan
2021	J	`jnl`	A Data-Driven Decision Support Tool for Offshore Oil and Gas Decommissioning. IEEE Access Pattaramon Vuttipittayamongkol, Aaron Tung, Eyad Elyan
2021	—	`conf`	A Deep Learning Digitisation Framework to Mark up Corrosion Circuits in Piping and Instrumentation Diagrams. ICDAR Workshops (2) Luis Toral, Carlos Francisco Moreno-García, Eyad Elyan, Shahram Memon
2021	J	`jnl`	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 Faseela Abdullakutty, Eyad Elyan, Pamela Johnston
2021	J	`jnl`	Artificial Intelligence Surgery: How Do We Get to Autonomous Actions in Surgery? Sensors Andrew A. Gumbs, Isabella Frigerio, Gaya Spolverato, Roland Croner, Alfredo Illanes, Elie Chouillard, Eyad Elyan
2021	J	`jnl`	Burst Detection-Based Selective Classifier Resetting. J. Inf. Knowl. Manag. Scott Wares, John P. Isaacs, Eyad Elyan
2021	J	`jnl`	CDSMOTE: class decomposition and synthetic minority class oversampling technique for imbalanced-data classification. Neural Comput. Appl. Eyad Elyan, Carlos Francisco Moreno-García, Chrisina Jayne
2021	B	`conf`	Class-Decomposition and Augmentation for Imbalanced Data Sentiment Analysis. IJCNN Carlos Francisco Moreno-García, Chrisina Jayne, Eyad Elyan
2021	C	`conf`	Face Detection with YOLO on Edge. EANN Adamu Ali-Gombe, Eyad Elyan, Carlos Francisco Moreno-García, Johan Zwiegelaar
2021	C	`conf`	Face Spoof Detection: An Experimental Framework. EANN Faseela Abdullakutty, Eyad Elyan, Pamela Johnston
2021	J	`jnl`	On the class overlap problem in imbalanced data classification. Knowl. Based Syst. Pattaramon Vuttipittayamongkol, Eyad Elyan, Andrei Petrovski
2021	—	`conf`	Towards Machine Learning-Driven Practices for Oil and Gas Decommissioning - Introduction of a New Offshore Pipeline Dataset. ICCCM Pattaramon Vuttipittayamongkol, Aaron Tung, Eyad Elyan
2021	J	`jnl`	Two layer Ensemble of Deep Learning Models for Medical Image Segmentation. CoRR Truong Dang, Tien Thanh Nguyen, John McCall, Eyad Elyan, Carlos Francisco Moreno-García
2021	B	`conf`	Weighted Ensemble of Deep Learning Models based on Comprehensive Learning Particle Swarm Optimization for Medical Image Segmentation. CEC Truong Dang, Tien Thanh Nguyen, Carlos Francisco Moreno-García, Eyad Elyan, John A. W. McCall
2020	B	`conf`	Deep Learning for Text Detection and Recognition in Complex Engineering Diagrams. IJCNN Laura Jamieson, Carlos Francisco Moreno-García, Eyad Elyan
2020	J	`jnl`	Deep learning for symbols detection and classification in engineering drawings. Neural Networks Eyad Elyan, Laura Jamieson, Adamu Ali-Gombe
2020	J	`jnl`	Improved Overlap-based Undersampling for Imbalanced Dataset Classification with Application to Epilepsy and Parkinson's Disease. Int. J. Neural Syst. Pattaramon Vuttipittayamongkol, Eyad Elyan
2020	J	`jnl`	Neighbourhood-based undersampling approach for handling imbalanced and overlapped data. Inf. Sci. Pattaramon Vuttipittayamongkol, Eyad Elyan
2020	—	`conf`	Overlap-Based Undersampling Method for Classification of Imbalanced Medical Datasets. AIAI (2) Pattaramon Vuttipittayamongkol, Eyad Elyan
2020	C	`conf`	Predicting Permeability Based on Core Analysis. EANN Harry Kontopoulos, Hatem Ahriz, Eyad Elyan, Richard Arnold
2020	J	`jnl`	Response to Discussion on "Improved Overlap-Based Undersampling for Imbalanced Dataset Classification with Application to Epilepsy and Parkinson's Disease, ". Int. J. Neural Syst. Pattaramon Vuttipittayamongkol, Eyad Elyan
2020	C	`conf`	Symbols in Engineering Drawings (SiED): An Imbalanced Dataset Benchmarked by Convolutional Neural Networks. EANN Eyad Elyan, Carlos Francisco Moreno-García, Pamela Johnston
2020	C	`conf`	Towards a Reliable Face Recognition System. EANN Adamu Ali-Gombe, Eyad Elyan, Johan Zwiegelaar
2020	J	`jnl`	Video tampering localisation using features learned from authentic content. Neural Comput. Appl. Pamela Johnston, Eyad Elyan, Chrisina Jayne
2019	J	`jnl`	A review of digital video tampering: From simple editing to full synthesis. Digit. Investig. Pamela Johnston, Eyad Elyan
2019	—	`conf`	Digitisation of Assets from the Oil & Gas Industry: Challenges and Opportunities. WIADAR@ICDAR Carlos Francisco Moreno-García, Eyad Elyan
2019	—	`conf`	Learning to Self-Manage by Intelligent Monitoring, Prediction and Intervention. KDH@IJCAI 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
2019	J	`jnl`	MFC-GAN: Class-imbalanced dataset classification using Multiple Fake Class Generative Adversarial Network. Neurocomputing Adamu Ali-Gombe, Eyad Elyan
2019	B	`conf`	Multiple Fake Classes GAN for Data Augmentation in Face Image Dataset. IJCNN Adamu Ali-Gombe, Eyad Elyan, Chrisina Jayne
2019	J	`jnl`	New trends on digitisation of complex engineering drawings. Neural Comput. Appl. Carlos Francisco Moreno-García, Eyad Elyan, Chrisina Jayne
2018	C	`conf`	Deep Imitation Learning with Memory for Robocup Soccer Simulation. EANN Ahmed Hussein, Eyad Elyan, Chrisina Jayne
2018	J	`jnl`	Deep imitation learning for 3D navigation tasks. Neural Comput. Appl. Ahmed Hussein, Eyad Elyan, Mohamed Medhat Gaber, Chrisina Jayne
2018	B	`conf`	Few-shot Classifier GAN. IJCNN Adamu Ali-Gombe, Eyad Elyan, Yann Savoye, Chrisina Jayne
2018	—	`conf`	Overlap-Based Undersampling for Improving Imbalanced Data Classification. IDEAL (1) Pattaramon Vuttipittayamongkol, Eyad Elyan, Andrei Petrovski, Chrisina Jayne
2018	B	`conf`	Spatial Effects of Video Compression on Classification in Convolutional Neural Networks. IJCNN Pamela Johnston, Eyad Elyan, Chrisina Jayne
2018	B	`conf`	Symbols Classification in Engineering Drawings. IJCNN Eyad Elyan, Carlos Francisco Moreno-García, Chrisina Jayne
2018	C	`conf`	Toward Video Tampering Exposure: Inferring Compression Parameters from Pixels. EANN Pamela Johnston, Eyad Elyan, Chrisina Jayne
2017	J	`jnl`	A genetic algorithm approach to optimising random forests applied to class engineered data. Inf. Sci. Eyad Elyan, Mohamed Medhat Gaber
2017	B	`conf`	Deep reward shaping from demonstrations. IJCNN Ahmed Hussein, Eyad Elyan, Mohamed Medhat Gaber, Chrisina Jayne
2017	C	`conf`	Fish Classification in Context of Noisy Images. EANN Adamu Ali-Gombe, Eyad Elyan, Chrisina Jayne
2017	C	`conf`	Heuristics-Based Detection to Improve Text/Graphics Segmentation in Complex Engineering Drawings. EANN Carlos Francisco Moreno-García, Eyad Elyan, Chrisina Jayne
2017	J	`jnl`	Imitation Learning: A Survey of Learning Methods. ACM Comput. Surv. Ahmed Hussein, Mohamed Medhat Gaber, Eyad Elyan, Chrisina Jayne
2017	J	`jnl`	The Effect of Person Order on Egress Time: A Simulation Model of Evacuation From a Neolithic Visitor Attraction. Hum. Factors Arthur Stewart, Eyad Elyan, John P. Isaacs, Leah McEwen, Lyn Wilson
2016	J	`jnl`	A fine-grained Random Forests using class decomposition: an application to medical diagnosis. Neural Comput. Appl. Eyad Elyan, Mohamed Medhat Gaber
2016	C	`conf`	An Outlier Ranking Tree Selection Approach to Extreme Pruning of Random Forests. EANN Khaled Fawagreh, Mohamed Medhat Gaber, Eyad Elyan
2016	C	`conf`	Deep Active Learning for Autonomous Navigation. EANN Ahmed Hussein, Mohamed Medhat Gaber, Eyad Elyan
2015	—	`conf`	A Replicator Dynamics Approach to Collective Feature Engineering in Random Forests. SGAI Conf. Khaled Fawagreh, Mohamed Medhat Gaber, Eyad Elyan
2015	J	`jnl`	An Outlier Detection-based Tree Selection Approach to Extreme Pruning of Random Forests. CoRR Khaled Fawagreh, Mohamed Medhat Gaber, Eyad Elyan
2015	—	`conf`	CLUB-DRF: A Clustering Approach to Extreme Pruning of Random Forests. SGAI Conf. Khaled Fawagreh, Mohamed Medhat Gaber, Eyad Elyan
2015	J	`jnl`	On Extreme Pruning of Random Forest Ensembles for Real-time Predictive Applications. CoRR Khaled Fawagreh, Mohamed Medhat Gaber, Eyad Elyan
2015	J	`jnl`	On the Relationship between Variational Level Set-Based and SOM-Based Active Contours. Comput. Intell. Neurosci. Mohammed M. Abdelsamea, Giorgio Gnecco, Mohamed Medhat Gaber, Eyad Elyan
2014	C	`conf`	Diversified Random Forests Using Random Subspaces. IDEAL Khaled Fawagreh, Mohamed Medhat Gaber, Eyad Elyan
2014	—	`conf`	Rebuilding Visual Vocabulary via Spatial-temporal Context Similarity for Video Retrieval. MMM (1) Lei Wang, Eyad Elyan, Dawei Song
2014	J	`jnl`	The Cognitive Benefit of Dynamic Representations on Procedural Skill Acquisition: A Computational Modeling Approach. Int. J. Hum. Comput. Interact. Olurotimi Richard Akinlofa, Patrik O'Brian Holt, Eyad Elyan
2014	J	`jnl`	The cognitive benefits of dynamic representations in the acquisition of spatial navigation skills. Comput. Hum. Behav. Olurotimi Richard Akinlofa, Patrik O'Brian Holt, Eyad Elyan
2013	J	`jnl`	Domain expertise and the effectiveness of dynamic simulator interfaces in the acquisition of procedural motor skills. Br. J. Educ. Technol. Olurotimi Richard Akinlofa, Patrik O'Brian Holt, Eyad Elyan
2013	J	`jnl`	Effect of Interface Dynamism on Learning Procedural Motor Skills. Interact. Comput. Olurotimi Richard Akinlofa, Patrik O'Brian Holt, Eyad Elyan
2012	C	`conf`	Enhanced interactivity and engagement: Learning by doing to simplify mathematical concepts in computer graphics and animation. EDUCON Eyad Elyan
2012	A	`conf`	Improving bag-of-visual-words model with spatial-temporal correlation for video retrieval. CIKM Lei Wang, Dawei Song, Eyad Elyan
2012	—	`conf`	The acquisition of spatial navigational skills from dynamic versus static visualisations. BCS HCI Olurotimi Richard Akinlofa, Patrik O'Brian Holt, Eyad Elyan
2011	A	`conf`	Video Retrieval Based on Words-of-Interest Selection. ECIR Lei Wang, Dawei Song, Eyad Elyan
2011	A*	`conf`	Words-of-interest selection based on temporal motion coherence for video retrieval. SIGIR Lei Wang, Dawei Song, Eyad Elyan
2010	—	`conf`	Automatic Features Characterization from 3D Facial Images. CGVR Eyad Elyan, Hassan Ugail
2009	C	`conf`	Automatic 3D Face Recognition Using Fourier Descriptors. CW Eyad Elyan, Hassan Ugail
2009	C	`conf`	Interactive Surface Design and Manipulation Using PDE-Method through Autodesk Maya Plug-in. CW Eyad Elyan, Hassan Ugail
2007	J	`jnl`	Reconstruction of 3D Human Facial Images Using Partial Differential Equations. J. Comput. Eyad Elyan, Hassan Ugail