Harith Al-Sahaf

77 papers A 3B 15Misc 12Journal 27Unranked 19

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Genetic Programming for Malignancy Diagnosis From Breast Cancer Histopathological Images: A Feature Learning Approach. IEEE Trans. Emerg. Top. Comput. Intell. Qurrat Ul Ain, Harith Al-Sahaf, Bing Xue, Mengjie Zhang
2025	—	`conf`	Genetic Programming with Co-operative Co-evolution for Feature Manipulation in Basal Cell Carcinoma Identification. EvoApplications (2) Taran Cyriac John, Qurrat Ul Ain, Harith Al-Sahaf, Mengjie Zhang
2025	J	`jnl`	Genetic programming for enhanced detection of Advanced Persistent Threats through feature construction. Comput. Secur. Abdullah Al Mamun, Harith Al-Sahaf, Ian Welch, Seyit Camtepe
2024	J	`jnl`	Automatically Evolving Interpretable Feature Vectors Using Genetic Programming for an Ensemble Classifier in Skin Cancer Detection. IEEE Comput. Intell. Mag. Qurrat Ul Ain, Harith Al-Sahaf, Bing Xue, Mengjie Zhang
2024	J	`jnl`	Detection of advanced persistent threat: A genetic programming approach. Appl. Soft Comput. Abdullah Al Mamun, Harith Al-Sahaf, Ian Welch, Masood Mansoori, Seyit Camtepe
2024	J	`jnl`	Evolutionary deep learning for computer vision and image processing. Appl. Soft Comput. Harith Al-Sahaf, Pablo Mesejo, Ying Bi, Mengjie Zhang
2024	—	`conf`	Evolving Feature Extraction Models for Melanoma Detection: A Co-operative Co-evolution Approach. EvoApplications@EvoStar Taran Cyriac John, Qurrat Ul Ain, Harith Al-Sahaf, Mengjie Zhang
2024	B	`conf`	Exploring Genetic Programming Models in Computer-Aided Diagnosis of Skin Cancer Images. CEC Qurrat Ul Ain, Harith Al-Sahaf, Bing Xue, Mengjie Zhang
2024	A	`conf`	Feature Extraction with Automated Scale Selection in Skin Cancer Image Classification: A Genetic Programming Approach. GECCO Qurrat Ul Ain, Harith Al-Sahaf, Bing Xue, Mengjie Zhang
2024	Misc	`conf`	Limitations of Advanced Persistent Threat Datasets: Insights for Cybersecurity Research. ITNAC Abdullah Al Mamun, Harith Al-Sahaf, Ian Welch, Marinho Barcellos, Seyit Camtepe
2024	J	`jnl`	Relation-aware based Siamese Denoising Autoencoder for Malware Few-shot Classification. CoRR Jinting Zhu, Julian Jang-Jaccard, Ian Welch, Harith Al-Sahaf, Seyit Camtepe, Aeryn Dunmore, Cybersecurity Lab
2024	Misc	`conf`	Towards Clinically Oriented Feature Detection for Melanoma: A Deep Learning Approach. IVCNZ Taran Cyriac John, Qurrat Ul Ain, Harith Al-Sahaf, Mengjie Zhang
2023	—	`conf`	A New Genetic Programming Representation for Feature Learning in Skin Cancer Detection. GECCO Companion Qurrat Ul Ain, Harith Al-Sahaf, Bing Xue, Mengjie Zhang
2023	J	`jnl`	A Survey on Cyber Situation-awareness Systems: Framework, Techniques, and Insights. ACM Comput. Surv. Hooman Alavizadeh, Julian Jang-Jaccard, Simon Yusuf Enoch, Harith Al-Sahaf, Ian Welch, Seyit Ahmet Çamtepe, Dan Dongseong Kim
2023	J	`jnl`	Automatically Diagnosing Skin Cancers From Multimodality Images Using Two-Stage Genetic Programming. IEEE Trans. Cybern. Qurrat Ul Ain, Harith Al-Sahaf, Bing Xue, Mengjie Zhang
2023	J	`jnl`	Evolving malice scoring models for ransomware detection: An automated approach by utilising genetic programming and cooperative coevolution. Comput. Secur. Taran Cyriac John, Muhammad Shabbir Abbasi, Harith Al-Sahaf, Ian Welch, Julian Jang-Jaccard
2023	—	`conf`	Genetic Programming with Adaptive Reference Points for Pareto Local Search in Many-Objective Job Shop Scheduling. AI (2) Atiya Masood, Gang Chen, Yi Mei, Harith Al-Sahaf, Mengjie Zhang
2023	Misc	`conf`	Skin Cancer Detection with Multimodal Data: A Feature Selection Approach Using Genetic Programming. AusDM Qurrat Ul Ain, Bing Xue, Harith Al-Sahaf, Mengjie Zhang
2022	—	`conf`	A Genetic Programming Approach to Automatically Construct Informative Attributes for Mammographic Density Classification. ICDM (Workshops) Qurrat Ul Ain, Bing Xue, Harith Al-Sahaf, Mengjie Zhang
2022	J	`jnl`	A Ransomware Triage Approach using a Task Memory based on Meta-Transfer Learning Framework. CoRR Jinting Zhu, Julian Jang-Jaccard, Ian Welch, Harith Al-Sahaf, Seyit Camtepe
2022	J	`jnl`	A few-shot meta-learning based siamese neural network using entropy features for ransomware classification. Comput. Secur. Jinting Zhu, Julian Jang-Jaccard, Amardeep Singh, Ian Welch, Harith Al-Sahaf, Seyit Camtepe
2022	Misc	`conf`	Advanced Persistent Threat Detection: A Particle Swarm Optimization Approach. ITNAC Abdullah Al Mamun, Harith Al-Sahaf, Ian Welch, Seyit Camtepe
2022	J	`jnl`	Autoencoder-based feature construction for IoT attacks clustering. Future Gener. Comput. Syst. Junaid Haseeb, Masood Mansoori, Yuichi Hirose, Harith Al-Sahaf, Ian Welch
2022	—	`conf`	Automatically evolving malice scoring models through utilisation of genetic programming: a cooperative coevolution approach. GECCO Companion Taran Cyriac John, Muhammad Shabbir Abbasi, Harith Al-Sahaf, Ian Welch
2022	J	`jnl`	Behavior-based ransomware classification: A particle swarm optimization wrapper-based approach for feature selection. Appl. Soft Comput. Muhammad Shabbir Abbasi, Harith Al-Sahaf, Masood Mansoori, Ian Welch
2022	B	`conf`	Genetic Programming Hyper-heuristic with Gaussian Process-based Reference Point Adaption for Many-Objective Job Shop Scheduling. CEC Atiya Masood, Gang Chen, Yi Mei, Harith Al-Sahaf, Mengjie Zhang
2022	J	`jnl`	Genetic programming for automatic skin cancer image classification. Expert Syst. Appl. Qurrat Ul Ain, Harith Al-Sahaf, Bing Xue, Mengjie Zhang
2021	J	`jnl`	A Few-Shot Meta-Learning based Siamese Neural Network using Entropy Features for Ransomware Classification. CoRR Jinting Zhu, Julian Jang-Jaccard, Amardeep Singh, Ian Welch, Harith Al-Sahaf, Seyit Camtepe
2021	J	`jnl`	A Survey on Threat Situation Awareness Systems: Framework, Techniques, and Insights. CoRR Hooman Alavizadeh, Julian Jang-Jaccard, Simon Yusuf Enoch, Harith Al-Sahaf, Ian Welch, Seyit Ahmet Çamtepe, Dong Seong Kim
2021	J	`jnl`	An automatic feature construction method for salient object detection: A genetic programming approach. Expert Syst. Appl. Shima Afzali Vahed Moghaddam, Harith Al-Sahaf, Bing Xue, Christopher Hollitt, Mengjie Zhang
2021	—	`conf`	Automated Behavior-based Malice Scoring of Ransomware Using Genetic Programming. SSCI Muhammad Shabbir Abbasi, Harith Al-Sahaf, Ian Welch
2021	J	`jnl`	Automatically Evolving Texture Image Descriptors Using the Multitree Representation in Genetic Programming Using Few Instances. Evol. Comput. Harith Al-Sahaf, Ausama Al-Sahaf, Bing Xue, Mengjie Zhang
2021	J	`jnl`	Generating Knowledge-Guided Discriminative Features Using Genetic Programming for Melanoma Detection. IEEE Trans. Emerg. Top. Comput. Intell. Qurrat Ul Ain, Harith Al-Sahaf, Bing Xue, Mengjie Zhang
2020	B	`conf`	A Fitness-based Selection Method for Pareto Local Search for Many-Objective Job Shop Scheduling. CEC Atiya Masood, Gang Chen, Yi Mei, Harith Al-Sahaf, Mengjie Zhang
2020	A	`conf`	A genetic programming approach to feature construction for ensemble learning in skin cancer detection. GECCO Qurrat Ul Ain, Harith Al-Sahaf, Bing Xue, Mengjie Zhang
2020	B	`conf`	IoT Attacks: Features Identification and Clustering. TrustCom Junaid Haseeb, Masood Mansoori, Harith Al-Sahaf, Ian Welch
2020	B	`conf`	Particle Swarm Optimization: A Wrapper-Based Feature Selection Method for Ransomware Detection and Classification. EvoApplications Muhammad Shabbir Abbasi, Harith Al-Sahaf, Ian Welch
2020	Misc	`conf`	Salient Motion Features for Visual Attention Models. IVCNZ Aisha Ajmal, Harith Al-Sahaf, Christopher Hollitt
2020	J	`jnl`	Special Issue on Evolutionary Computer Vision, Image Processing and Pattern Recognition. Appl. Soft Comput. Stefano Cagnoni, Harith Al-Sahaf, Yanan Sun, Bing Xue, Mengjie Zhang
2019	—	`conf`	A genetic programming approach to feature selection and construction for ransomware, phishing and spam detection. GECCO (Companion) Harith Al-Sahaf, Ian Welch
2019	J	`jnl`	Genetic Programming and Gradient Descent: A Memetic Approach to Binary Image Classification. CoRR Benjamin Patrick Evans, Harith Al-Sahaf, Bing Xue, Mengjie Zhang
2019	B	`conf`	Genetic Programming for Feature Selection and Feature Combination in Salient Object Detection. EvoApplications Shima Afzali, Harith Al-Sahaf, Bing Xue, Christopher Hollitt, Mengjie Zhang
2019	Misc	`conf`	Genetic Programming for Multiple Feature Construction in Skin Cancer Image Classification. IVCNZ Qurrat Ul Ain, Bing Xue, Harith Al-Sahaf, Mengjie Zhang
2019	—	`conf`	Genetic Programming with Pareto Local Search for Many-Objective Job Shop Scheduling. Australasian Conference on Artificial Intelligence Atiya Masood, Gang Chen, Yi Mei, Harith Al-Sahaf, Mengjie Zhang
2019	J	`jnl`	Genetic programming with transfer learning for texture image classification. Soft Comput. Muhammad Iqbal, Harith Al-Sahaf, Bing Xue, Mengjie Zhang
2019	Misc	`conf`	Modelling and Prediction of Resource Utilization of Hadoop Clusters: A Machine Learning Approach. UCC Hassan Tariq, Harith Al-Sahaf, Ian Welch
2019	B	`conf`	Multi-tree Genetic Programming with A New Fitness Function for Melanoma Detection. CEC Qurrat Ul Ain, Bing Xue, Harith Al-Sahaf, Mengjie Zhang
2019	—	`conf`	Transfer learning: a building block selection mechanism in genetic programming for symbolic regression. GECCO (Companion) Brandon Muller, Harith Al-Sahaf, Bing Xue, Mengjie Zhang
2018	Misc	`conf`	A Comparison of RGB and HSV Colour Spaces for Visual Attention Models. IVCNZ Aisha Ajmal, Christopher Hollitt, Marcus Frean, Harith Al-Sahaf
2018	—	`conf`	A Genetic Programming Approach for Constructing Foreground and Background Saliency Features for Salient Object Detection. Australasian Conference on Artificial Intelligence Shima Afzali, Harith Al-Sahaf, Bing Xue, Christopher Hollitt, Mengjie Zhang
2018	—	`conf`	A Multi-tree Genetic Programming Representation for Melanoma Detection Using Local and Global Features. Australasian Conference on Artificial Intelligence Qurrat Ul Ain, Harith Al-Sahaf, Bing Xue, Mengjie Zhang
2018	B	`conf`	Evolutionary Deep Learning: A Genetic Programming Approach to Image Classification. CEC Benjamin P. Evans, Harith Al-Sahaf, Bing Xue, Mengjie Zhang
2018	Misc	`conf`	Foreground and Background Feature Fusion Using a Convex Hull Based Center Prior for Salient Object Detection. IVCNZ Shima Afzali, Harith Al-Sahaf, Bing Xue, Christopher Hollitt, Mengjie Zhang
2018	—	`conf`	Genetic Programming for Feature Selection and Feature Construction in Skin Cancer Image Classification. PRICAI (1) Qurrat Ul Ain, Bing Xue, Harith Al-Sahaf, Mengjie Zhang
2017	—	`conf`	A Multitree Genetic Programming Representation for Automatically Evolving Texture Image Descriptors. SEAL Harith Al-Sahaf, Bing Xue, Mengjie Zhang
2017	—	`conf`	A supervised feature weighting method for salient object detection using particle swarm optimization. SSCI Shima Afzali, Bing Xue, Harith Al-Sahaf, Mengjie Zhang
2017	J	`jnl`	Automatically Evolving Rotation-Invariant Texture Image Descriptors by Genetic Programming. IEEE Trans. Evol. Comput. Harith Al-Sahaf, Ausama Al-Sahaf, Bing Xue, Mark Johnston, Mengjie Zhang
2017	B	`conf`	Common subtrees in related problems: A novel transfer learning approach for genetic programming. CEC Damien O'Neill, Harith Al-Sahaf, Bing Xue, Mengjie Zhang
2017	J	`jnl`	Cross-Domain Reuse of Extracted Knowledge in Genetic Programming for Image Classification. IEEE Trans. Evol. Comput. Muhammad Iqbal, Bing Xue, Harith Al-Sahaf, Mengjie Zhang
2017	—	`conf`	Evolving texture image descriptors using a multitree genetic programming representation. GECCO (Companion) Harith Al-Sahaf, Bing Xue, Mengjie Zhang
2017	—	`—`	Genetic Programming for Automatically Synthesising Robust Image Descriptors with A Small Number of Instances. Harith Al-Sahaf
2017	B	`conf`	Genetic programming for skin cancer detection in dermoscopic images. CEC Qurrat Ul Ain, Bing Xue, Harith Al-Sahaf, Mengjie Zhang
2017	J	`jnl`	Keypoints Detection and Feature Extraction: A Dynamic Genetic Programming Approach for Evolving Rotation-Invariant Texture Image Descriptors. IEEE Trans. Evol. Comput. Harith Al-Sahaf, Mengjie Zhang, Ausama Al-Sahaf, Mark Johnston
2016	J	`jnl`	Binary Image Classification: A Genetic Programming Approach to the Problem of Limited Training Instances. Evol. Comput. Harith Al-Sahaf, Mengjie Zhang, Mark Johnston
2016	B	`conf`	Genetic Programming for Region Detection, Feature Extraction, Feature Construction and Classification in Image Data. EuroGP Andrew Lensen, Harith Al-Sahaf, Mengjie Zhang, Bing Xue
2015	Misc	`conf`	A hybrid Genetic Programming approach to feature detection and image classification. IVCNZ Andrew Lensen, Harith Al-Sahaf, Mengjie Zhang, Bing Xue
2015	A	`conf`	Evolutionary Image Descriptor: A Dynamic Genetic Programming Representation for Feature Extraction. GECCO Harith Al-Sahaf, Mengjie Zhang, Mark Johnston
2015	B	`conf`	Genetic Programming for algae detection in river images. CEC Andrew Lensen, Harith Al-Sahaf, Mengjie Zhang, Brijesh K. Verma
2015	B	`conf`	Image descriptor: A genetic programming approach to multiclass texture classification. CEC Harith Al-Sahaf, Mengjie Zhang, Mark Johnston, Brijesh K. Verma
2014	Misc	`conf`	Genetic Programming Evolved Filters from a Small Number of Instances for Multiclass Texture Classification. IVCNZ Harith Al-Sahaf, Mengjie Zhang, Mark Johnston
2014	—	`conf`	Genetic Programming for Multiclass Texture Classification Using a Small Number of Instances. SEAL Harith Al-Sahaf, Mengjie Zhang, Mark Johnston
2013	—	`conf`	A One-Shot Learning Approach to Image Classification Using Genetic Programming. Australasian Conference on Artificial Intelligence Harith Al-Sahaf, Mengjie Zhang, Mark Johnston
2013	Misc	`conf`	Binary image classification using genetic programming based on local binary patterns. IVCNZ Harith Al-Sahaf, Mengjie Zhang, Mark Johnston
2013	B	`conf`	Hybridisation of Genetic Programming and Nearest Neighbour for classification. IEEE Congress on Evolutionary Computation Harith Al-Sahaf, Andy Song, Mengjie Zhang
2012	B	`conf`	Extracting image features for classification by two-tier genetic programming. IEEE Congress on Evolutionary Computation Harith Al-Sahaf, Andy Song, Kourosh Neshatian, Mengjie Zhang
2012	J	`jnl`	Two-Tier genetic programming: towards raw pixel-based image classification. Expert Syst. Appl. Harith Al-Sahaf, Andy Song, Kourosh Neshatian, Mengjie Zhang
2011	—	`conf`	Automatic feature extraction and image classification using genetic programming. ICARA Harith Al-Sahaf, Kourosh Neshatian, Mengjie Zhang