| 2024 | CEC | Exploring Genetic Programming Models in Computer-Aided Diagnosis of Skin Cancer Images. | Qurrat Ul Ain, Harith Al-Sahaf, Bing Xue, Mengjie Zhang |
| 2024 | GECCO | Feature Extraction with Automated Scale Selection in Skin Cancer Image Classification: A Genetic Programming Approach. | Qurrat Ul Ain, Harith Al-Sahaf, Bing Xue, Mengjie Zhang |
| 2024 | ITNAC | Limitations of Advanced Persistent Threat Datasets: Insights for Cybersecurity Research. | Abdullah Al Mamun, Harith Al-Sahaf, Ian Welch, Marinho Barcellos, Seyit Camtepe |
| 2024 | IVCNZ | Towards Clinically Oriented Feature Detection for Melanoma: A Deep Learning Approach. | Taran Cyriac John, Qurrat Ul Ain, Harith Al-Sahaf, Mengjie Zhang |
| 2023 | AusDM | Skin Cancer Detection with Multimodal Data: A Feature Selection Approach Using Genetic Programming. | Qurrat Ul Ain, Bing Xue, Harith Al-Sahaf, Mengjie Zhang |
| 2023 | GECCO | A New Genetic Programming Representation for Feature Learning in Skin Cancer Detection. | Qurrat Ul Ain, Harith Al-Sahaf, Bing Xue, Mengjie Zhang |
| 2022 | CEC | Genetic Programming Hyper-heuristic with Gaussian Process-based Reference Point Adaption for Many-Objective Job Shop Scheduling. | Atiya Masood, Gang Chen, Yi Mei, Harith Al-Sahaf, Mengjie Zhang |
| 2022 | GECCO | Automatically evolving malice scoring models through utilisation of genetic programming: a cooperative coevolution approach. | Taran Cyriac John, Muhammad Shabbir Abbasi, Harith Al-Sahaf, Ian Welch |
| 2022 | ICDM | A Genetic Programming Approach to Automatically Construct Informative Attributes for Mammographic Density Classification. | Qurrat Ul Ain, Bing Xue, Harith Al-Sahaf, Mengjie Zhang |
| 2022 | ITNAC | Advanced Persistent Threat Detection: A Particle Swarm Optimization Approach. | Abdullah Al Mamun, Harith Al-Sahaf, Ian Welch, Seyit Camtepe |
| 2020 | CEC | A Fitness-based Selection Method for Pareto Local Search for Many-Objective Job Shop Scheduling. | Atiya Masood, Gang Chen, Yi Mei, Harith Al-Sahaf, Mengjie Zhang |
| 2020 | GECCO | A genetic programming approach to feature construction for ensemble learning in skin cancer detection. | Qurrat Ul Ain, Harith Al-Sahaf, Bing Xue, Mengjie Zhang |
| 2020 | IVCNZ | Salient Motion Features for Visual Attention Models. | Aisha Ajmal, Harith Al-Sahaf, Christopher Hollitt |
| 2020 | TrustCom | IoT Attacks: Features Identification and Clustering. | Junaid Haseeb, Masood Mansoori, Harith Al-Sahaf, Ian Welch |
| 2019 | CEC | Multi-tree Genetic Programming with A New Fitness Function for Melanoma Detection. | Qurrat Ul Ain, Bing Xue, Harith Al-Sahaf, Mengjie Zhang |
| 2019 | GECCO | A genetic programming approach to feature selection and construction for ransomware, phishing and spam detection. | Harith Al-Sahaf, Ian Welch |
| 2019 | GECCO | Transfer learning: a building block selection mechanism in genetic programming for symbolic regression. | Brandon Muller, Harith Al-Sahaf, Bing Xue, Mengjie Zhang |
| 2019 | IVCNZ | Genetic Programming for Multiple Feature Construction in Skin Cancer Image Classification. | Qurrat Ul Ain, Bing Xue, Harith Al-Sahaf, Mengjie Zhang |
| 2019 | UCC | Modelling and Prediction of Resource Utilization of Hadoop Clusters: A Machine Learning Approach. | Hassan Tariq, Harith Al-Sahaf, Ian Welch |
| 2018 | CEC | Evolutionary Deep Learning: A Genetic Programming Approach to Image Classification. | Benjamin P. Evans, Harith Al-Sahaf, Bing Xue, Mengjie Zhang |
| 2018 | IVCNZ | Foreground and Background Feature Fusion Using a Convex Hull Based Center Prior for Salient Object Detection. | Shima Afzali, Harith Al-Sahaf, Bing Xue, Christopher Hollitt, Mengjie Zhang |
| 2018 | IVCNZ | A Comparison of RGB and HSV Colour Spaces for Visual Attention Models. | Aisha Ajmal, Christopher Hollitt, Marcus Frean, Harith Al-Sahaf |
| 2018 | PRICAI | Genetic Programming for Feature Selection and Feature Construction in Skin Cancer Image Classification. | Qurrat Ul Ain, Bing Xue, Harith Al-Sahaf, Mengjie Zhang |
| 2017 | CEC | Genetic programming for skin cancer detection in dermoscopic images. | Qurrat Ul Ain, Bing Xue, Harith Al-Sahaf, Mengjie Zhang |
| 2017 | CEC | Common subtrees in related problems: A novel transfer learning approach for genetic programming. | Damien O'Neill, Harith Al-Sahaf, Bing Xue, Mengjie Zhang |
| 2017 | GECCO | Evolving texture image descriptors using a multitree genetic programming representation. | Harith Al-Sahaf, Bing Xue, Mengjie Zhang |
| 2016 | EUROGP | Genetic Programming for Region Detection, Feature Extraction, Feature Construction and Classification in Image Data. | Andrew Lensen, Harith Al-Sahaf, Mengjie Zhang, Bing Xue |
| 2015 | CEC | Image descriptor: A genetic programming approach to multiclass texture classification. | Harith Al-Sahaf, Mengjie Zhang, Mark Johnston, Brijesh K. Verma |
| 2015 | CEC | Genetic Programming for algae detection in river images. | Andrew Lensen, Harith Al-Sahaf, Mengjie Zhang, Brijesh K. Verma |
| 2015 | GECCO | Evolutionary Image Descriptor: A Dynamic Genetic Programming Representation for Feature Extraction. | Harith Al-Sahaf, Mengjie Zhang, Mark Johnston |
| 2015 | IVCNZ | A hybrid Genetic Programming approach to feature detection and image classification. | Andrew Lensen, Harith Al-Sahaf, Mengjie Zhang, Bing Xue |
| 2014 | IVCNZ | Genetic Programming Evolved Filters from a Small Number of Instances for Multiclass Texture Classification. | Harith Al-Sahaf, Mengjie Zhang, Mark Johnston |
| 2013 | CEC | Hybridisation of Genetic Programming and Nearest Neighbour for classification. | Harith Al-Sahaf, Andy Song, Mengjie Zhang |
| 2013 | IVCNZ | Binary image classification using genetic programming based on local binary patterns. | Harith Al-Sahaf, Mengjie Zhang, Mark Johnston |
| 2012 | CEC | Extracting image features for classification by two-tier genetic programming. | Harith Al-Sahaf, Andy Song, Kourosh Neshatian, Mengjie Zhang |