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ORCIDHarith Al-Sahaf
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2020 – today
- 2024
[j19]Harith Al-Sahaf
, Pablo Mesejo, Ying Bi, Mengjie Zhang:
Evolutionary deep learning for computer vision and image processing. Appl. Soft Comput. 151: 111159 (2024)- [j18]Qurrat Ul Ain, Harith Al-Sahaf, Bing Xue, Mengjie Zhang:
Automatically Evolving Interpretable Feature Vectors Using Genetic Programming for an Ensemble Classifier in Skin Cancer Detection. IEEE Comput. Intell. Mag. 19(3): 26-41 (2024) - [c46]Qurrat Ul Ain, Harith Al-Sahaf, Bing Xue, Mengjie Zhang:
Exploring Genetic Programming Models in Computer-Aided Diagnosis of Skin Cancer Images. CEC 2024: 1-8 - [c45]Taran Cyriac John, Qurrat Ul Ain, Harith Al-Sahaf, Mengjie Zhang:
Evolving Feature Extraction Models for Melanoma Detection: A Co-operative Co-evolution Approach. EvoApplications@EvoStar 2024: 413-429 - [c44]Qurrat Ul Ain, Harith Al-Sahaf, Bing Xue, Mengjie Zhang:
Feature Extraction with Automated Scale Selection in Skin Cancer Image Classification: A Genetic Programming Approach. GECCO 2024 - 2023
- [j17]Taran Cyriac John, Muhammad Shabbir Abbasi, Harith Al-Sahaf, Ian Welch, Julian Jang-Jaccard:
Evolving malice scoring models for ransomware detection: An automated approach by utilising genetic programming and cooperative coevolution. Comput. Secur. 129: 103215 (2023) - [j16]Hooman Alavizadeh, Julian Jang-Jaccard, Simon Yusuf Enoch, Harith Al-Sahaf, Ian Welch, Seyit Ahmet Çamtepe, Dan Dongseong Kim:
A Survey on Cyber Situation-awareness Systems: Framework, Techniques, and Insights. ACM Comput. Surv. 55(5): 107:1-107:37 (2023) - [j15]Qurrat Ul Ain, Harith Al-Sahaf, Bing Xue, Mengjie Zhang:
Automatically Diagnosing Skin Cancers From Multimodality Images Using Two-Stage Genetic Programming. IEEE Trans. Cybern. 53(5): 2727-2740 (2023) - [c43]Atiya Masood, Gang Chen, Yi Mei, Harith Al-Sahaf, Mengjie Zhang:
Genetic Programming with Adaptive Reference Points for Pareto Local Search in Many-Objective Job Shop Scheduling. AI (2) 2023: 466-478 - [c42]Qurrat Ul Ain, Bing Xue, Harith Al-Sahaf, Mengjie Zhang:
Skin Cancer Detection with Multimodal Data: A Feature Selection Approach Using Genetic Programming. AusDM 2023: 254-269 - [c41]Qurrat Ul Ain, Harith Al-Sahaf, Bing Xue, Mengjie Zhang:
A New Genetic Programming Representation for Feature Learning in Skin Cancer Detection. GECCO Companion 2023: 707-710 - 2022
- [j14]Muhammad Shabbir Abbasi, Harith Al-Sahaf, Masood Mansoori, Ian Welch:
Behavior-based ransomware classification: A particle swarm optimization wrapper-based approach for feature selection. Appl. Soft Comput. 121: 108744 (2022) - [j13]Jinting Zhu, Julian Jang-Jaccard, Amardeep Singh, Ian Welch, Harith Al-Sahaf, Seyit Camtepe:
A few-shot meta-learning based siamese neural network using entropy features for ransomware classification. Comput. Secur. 117: 102691 (2022) - [j12]Qurrat Ul Ain, Harith Al-Sahaf, Bing Xue, Mengjie Zhang:
Genetic programming for automatic skin cancer image classification. Expert Syst. Appl. 197: 116680 (2022) - [j11]Junaid Haseeb, Masood Mansoori, Yuichi Hirose, Harith Al-Sahaf, Ian Welch:
Autoencoder-based feature construction for IoT attacks clustering. Future Gener. Comput. Syst. 127: 487-502 (2022) - [c40]Atiya Masood, Gang Chen, Yi Mei, Harith Al-Sahaf, Mengjie Zhang:
Genetic Programming Hyper-heuristic with Gaussian Process-based Reference Point Adaption for Many-Objective Job Shop Scheduling. CEC 2022: 1-8 - [c39]Taran Cyriac John, Muhammad Shabbir Abbasi, Harith Al-Sahaf, Ian Welch:
Automatically evolving malice scoring models through utilisation of genetic programming: a cooperative coevolution approach. GECCO Companion 2022: 562-565 - [c38]Qurrat Ul Ain, Bing Xue, Harith Al-Sahaf, Mengjie Zhang:
A Genetic Programming Approach to Automatically Construct Informative Attributes for Mammographic Density Classification. ICDM (Workshops) 2022: 378-387 - [c37]Abdullah Al Mamun, Harith Al-Sahaf, Ian Welch, Seyit Camtepe:
Advanced Persistent Threat Detection: A Particle Swarm Optimization Approach. ITNAC 2022: 1-8 - [i4]Jinting Zhu, Julian Jang-Jaccard, Ian Welch, Harith Al-Sahaf, Seyit Camtepe:
A Ransomware Triage Approach using a Task Memory based on Meta-Transfer Learning Framework. CoRR abs/2207.10242 (2022) - 2021
- [j10]Harith Al-Sahaf, Ausama Al-Sahaf, Bing Xue, Mengjie Zhang:
Automatically Evolving Texture Image Descriptors Using the Multitree Representation in Genetic Programming Using Few Instances. Evol. Comput. 29(3): 331-366 (2021) - [j9]Shima Afzali Vahed Moghaddam, Harith Al-Sahaf, Bing Xue, Christopher Hollitt, Mengjie Zhang:
An automatic feature construction method for salient object detection: A genetic programming approach. Expert Syst. Appl. 186: 115726 (2021) - [j8]Qurrat Ul Ain, Harith Al-Sahaf, Bing Xue, Mengjie Zhang:
Generating Knowledge-Guided Discriminative Features Using Genetic Programming for Melanoma Detection. IEEE Trans. Emerg. Top. Comput. Intell. 5(4): 554-569 (2021) - [c36]Muhammad Shabbir Abbasi, Harith Al-Sahaf, Ian Welch:
Automated Behavior-based Malice Scoring of Ransomware Using Genetic Programming. SSCI 2021: 1-8 - [i3]Hooman Alavizadeh, Julian Jang-Jaccard, Simon Yusuf Enoch, Harith Al-Sahaf, Ian Welch, Seyit Ahmet Çamtepe, Dong Seong Kim:
A Survey on Threat Situation Awareness Systems: Framework, Techniques, and Insights. CoRR abs/2110.15747 (2021) - [i2]Jinting Zhu, Julian Jang-Jaccard, Amardeep Singh, Ian Welch, Harith Al-Sahaf, Seyit Camtepe:
A Few-Shot Meta-Learning based Siamese Neural Network using Entropy Features for Ransomware Classification. CoRR abs/2112.00668 (2021) - 2020
- [j7]Stefano Cagnoni, Harith Al-Sahaf, Yanan Sun, Bing Xue, Mengjie Zhang:
Special Issue on Evolutionary Computer Vision, Image Processing and Pattern Recognition. Appl. Soft Comput. 97(Part B): 106675 (2020) - [c35]Atiya Masood, Gang Chen, Yi Mei, Harith Al-Sahaf, Mengjie Zhang:
A Fitness-based Selection Method for Pareto Local Search for Many-Objective Job Shop Scheduling. CEC 2020: 1-8 - [c34]Muhammad Shabbir Abbasi, Harith Al-Sahaf, Ian Welch:
Particle Swarm Optimization: A Wrapper-Based Feature Selection Method for Ransomware Detection and Classification. EvoApplications 2020: 181-196 - [c33]Qurrat Ul Ain, Harith Al-Sahaf, Bing Xue, Mengjie Zhang:
A genetic programming approach to feature construction for ensemble learning in skin cancer detection. GECCO 2020: 1186-1194 - [c32]Aisha Ajmal, Harith Al-Sahaf, Christopher Hollitt:
Salient Motion Features for Visual Attention Models. IVCNZ 2020: 1-6 - [c31]Junaid Haseeb, Masood Mansoori, Harith Al-Sahaf, Ian Welch:
IoT Attacks: Features Identification and Clustering. TrustCom 2020: 353-360
2010 – 2019
- 2019
- [j6]Muhammad Iqbal, Harith Al-Sahaf, Bing Xue, Mengjie Zhang:
Genetic programming with transfer learning for texture image classification. Soft Comput. 23(23): 12859-12871 (2019) - [c30]Atiya Masood, Gang Chen, Yi Mei, Harith Al-Sahaf, Mengjie Zhang:
Genetic Programming with Pareto Local Search for Many-Objective Job Shop Scheduling. Australasian Conference on Artificial Intelligence 2019: 536-548 - [c29]Qurrat Ul Ain, Bing Xue, Harith Al-Sahaf, Mengjie Zhang:
Multi-tree Genetic Programming with A New Fitness Function for Melanoma Detection. CEC 2019: 880-887 - [c28]Shima Afzali, Harith Al-Sahaf, Bing Xue, Christopher Hollitt, Mengjie Zhang:
Genetic Programming for Feature Selection and Feature Combination in Salient Object Detection. EvoApplications 2019: 308-324 - [c27]Harith Al-Sahaf, Ian Welch:
A genetic programming approach to feature selection and construction for ransomware, phishing and spam detection. GECCO (Companion) 2019: 332-333 - [c26]Brandon Muller, Harith Al-Sahaf, Bing Xue, Mengjie Zhang:
Transfer learning: a building block selection mechanism in genetic programming for symbolic regression. GECCO (Companion) 2019: 350-351 - [c25]Qurrat Ul Ain, Bing Xue, Harith Al-Sahaf, Mengjie Zhang:
Genetic Programming for Multiple Feature Construction in Skin Cancer Image Classification. IVCNZ 2019: 1-6 - [c24]Hassan Tariq, Harith Al-Sahaf, Ian Welch:
Modelling and Prediction of Resource Utilization of Hadoop Clusters: A Machine Learning Approach. UCC 2019: 93-100 - [i1]Benjamin Patrick Evans, Harith Al-Sahaf, Bing Xue, Mengjie Zhang:
Genetic Programming and Gradient Descent: A Memetic Approach to Binary Image Classification. CoRR abs/1909.13030 (2019) - 2018
- [c23]Qurrat Ul Ain, Harith Al-Sahaf, Bing Xue, Mengjie Zhang:
A Multi-tree Genetic Programming Representation for Melanoma Detection Using Local and Global Features. Australasian Conference on Artificial Intelligence 2018: 111-123 - [c22]Shima Afzali, Harith Al-Sahaf, Bing Xue, Christopher Hollitt, Mengjie Zhang:
A Genetic Programming Approach for Constructing Foreground and Background Saliency Features for Salient Object Detection. Australasian Conference on Artificial Intelligence 2018: 209-215 - [c21]Benjamin P. Evans, Harith Al-Sahaf, Bing Xue, Mengjie Zhang:
Evolutionary Deep Learning: A Genetic Programming Approach to Image Classification. CEC 2018: 1-6 - [c20]Shima Afzali, Harith Al-Sahaf, Bing Xue, Christopher Hollitt, Mengjie Zhang:
Foreground and Background Feature Fusion Using a Convex Hull Based Center Prior for Salient Object Detection. IVCNZ 2018: 1-9 - [c19]Aisha Ajmal, Christopher Hollitt, Marcus Frean, Harith Al-Sahaf:
A Comparison of RGB and HSV Colour Spaces for Visual Attention Models. IVCNZ 2018: 1-6 - [c18]Qurrat Ul Ain, Bing Xue, Harith Al-Sahaf, Mengjie Zhang:
Genetic Programming for Feature Selection and Feature Construction in Skin Cancer Image Classification. PRICAI (1) 2018: 732-745 - 2017
- [b1]Harith Al-Sahaf:
Genetic Programming for Automatically Synthesising Robust Image Descriptors with A Small Number of Instances. Victoria University of Wellington, New Zealand, 2017 - [j5]Harith Al-Sahaf, Ausama Al-Sahaf, Bing Xue, Mark Johnston, Mengjie Zhang:
Automatically Evolving Rotation-Invariant Texture Image Descriptors by Genetic Programming. IEEE Trans. Evol. Comput. 21(1): 83-101 (2017) - [j4]Muhammad Iqbal, Bing Xue, Harith Al-Sahaf, Mengjie Zhang:
Cross-Domain Reuse of Extracted Knowledge in Genetic Programming for Image Classification. IEEE Trans. Evol. Comput. 21(4): 569-587 (2017) - [j3]Harith Al-Sahaf, Mengjie Zhang, Ausama Al-Sahaf, Mark Johnston:
Keypoints Detection and Feature Extraction: A Dynamic Genetic Programming Approach for Evolving Rotation-Invariant Texture Image Descriptors. IEEE Trans. Evol. Comput. 21(6): 825-844 (2017) - [c17]Damien O'Neill, Harith Al-Sahaf, Bing Xue, Mengjie Zhang:
Common subtrees in related problems: A novel transfer learning approach for genetic programming. CEC 2017: 1287-1294 - [c16]Qurrat Ul Ain, Bing Xue, Harith Al-Sahaf, Mengjie Zhang:
Genetic programming for skin cancer detection in dermoscopic images. CEC 2017: 2420-2427 - [c15]Harith Al-Sahaf, Bing Xue, Mengjie Zhang:
Evolving texture image descriptors using a multitree genetic programming representation. GECCO (Companion) 2017: 219-220 - [c14]Harith Al-Sahaf, Bing Xue, Mengjie Zhang:
A Multitree Genetic Programming Representation for Automatically Evolving Texture Image Descriptors. SEAL 2017: 499-511 - [c13]Shima Afzali, Bing Xue, Harith Al-Sahaf, Mengjie Zhang:
A supervised feature weighting method for salient object detection using particle swarm optimization. SSCI 2017: 1-8 - 2016
- [j2]Harith Al-Sahaf, Mengjie Zhang, Mark Johnston:
Binary Image Classification: A Genetic Programming Approach to the Problem of Limited Training Instances. Evol. Comput. 24(1): 143-182 (2016) - [c12]Andrew Lensen, Harith Al-Sahaf, Mengjie Zhang, Bing Xue:
Genetic Programming for Region Detection, Feature Extraction, Feature Construction and Classification in Image Data. EuroGP 2016: 51-67 - 2015
- [c11]Harith Al-Sahaf, Mengjie Zhang, Mark Johnston, Brijesh K. Verma:
Image descriptor: A genetic programming approach to multiclass texture classification. CEC 2015: 2460-2467 - [c10]Andrew Lensen, Harith Al-Sahaf, Mengjie Zhang, Brijesh K. Verma:
Genetic Programming for algae detection in river images. CEC 2015: 2468-2475 - [c9]Harith Al-Sahaf, Mengjie Zhang, Mark Johnston:
Evolutionary Image Descriptor: A Dynamic Genetic Programming Representation for Feature Extraction. GECCO 2015: 975-982 - [c8]Andrew Lensen, Harith Al-Sahaf, Mengjie Zhang, Bing Xue:
A hybrid Genetic Programming approach to feature detection and image classification. IVCNZ 2015: 1-6 - 2014
- [c7]Harith Al-Sahaf, Mengjie Zhang, Mark Johnston:
Genetic Programming Evolved Filters from a Small Number of Instances for Multiclass Texture Classification. IVCNZ 2014: 84 - [c6]Harith Al-Sahaf, Mengjie Zhang, Mark Johnston:
Genetic Programming for Multiclass Texture Classification Using a Small Number of Instances. SEAL 2014: 335-346 - 2013
- [c5]Harith Al-Sahaf, Mengjie Zhang, Mark Johnston:
A One-Shot Learning Approach to Image Classification Using Genetic Programming. Australasian Conference on Artificial Intelligence 2013: 110-122 - [c4]Harith Al-Sahaf, Andy Song, Mengjie Zhang:
Hybridisation of Genetic Programming and Nearest Neighbour for classification. IEEE Congress on Evolutionary Computation 2013: 2650-2657 - [c3]Harith Al-Sahaf, Mengjie Zhang, Mark Johnston:
Binary image classification using genetic programming based on local binary patterns. IVCNZ 2013: 220-225 - 2012
- [j1]Harith Al-Sahaf, Andy Song, Kourosh Neshatian, Mengjie Zhang:
Two-Tier genetic programming: towards raw pixel-based image classification. Expert Syst. Appl. 39(16): 12291-12301 (2012) - [c2]Harith Al-Sahaf, Andy Song, Kourosh Neshatian, Mengjie Zhang:
Extracting image features for classification by two-tier genetic programming. IEEE Congress on Evolutionary Computation 2012: 1-8 - 2011
- [c1]Harith Al-Sahaf, Kourosh Neshatian, Mengjie Zhang:
Automatic feature extraction and image classification using genetic programming. ICARA 2011: 157-162
Coauthor Index
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last updated on 2024-10-07 22:17 CEST by the dblp team
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