| A survey on evolutionary machine learning H Al-Sahaf, Y Bi, Q Chen, A Lensen, Y Mei, Y Sun, B Tran, B Xue, ... Journal of the Royal Society of New Zealand 49 (2), 205-228, 2019 | 281 | 2019 |
| Cross-domain reuse of extracted knowledge in genetic programming for image classification M Iqbal, B Xue, H Al-Sahaf, M Zhang IEEE Transactions on Evolutionary Computation 21 (4), 569-587, 2017 | 125 | 2017 |
| Automatically evolving rotation-invariant texture image descriptors by genetic programming H Al-Sahaf, A Al-Sahaf, B Xue, M Johnston, M Zhang IEEE Transactions on Evolutionary Computation 21 (1), 83-101, 2016 | 104 | 2016 |
| A few-shot meta-learning based siamese neural network using entropy features for ransomware classification J Zhu, J Jang-Jaccard, A Singh, I Welch, H Al-Sahaf, S Camtepe Computers & Security 117, 102691, 2022 | 93 | 2022 |
| Two-tier genetic programming: Towards raw pixel-based image classification H Al-Sahaf, A Song, K Neshatian, M Zhang Expert Systems with Applications 39 (16), 12291-12301, 2012 | 89 | 2012 |
| Behavior-based ransomware classification: A particle swarm optimization wrapper-based approach for feature selection MS Abbasi, H Al-Sahaf, M Mansoori, I Welch Applied Soft Computing 121, 108744, 2022 | 79 | 2022 |
| A comparison of RGB and HSV colour spaces for visual attention models A Ajmal, C Hollitt, M Frean, H Al-Sahaf 2018 International conference on image and vision computing New Zealand …, 2018 | 65 | 2018 |
| Genetic programming for region detection, feature extraction, feature construction and classification in image data A Lensen, H Al-Sahaf, M Zhang, B Xue European conference on genetic programming, 51-67, 2016 | 65 | 2016 |
| Generating knowledge-guided discriminative features using genetic programming for melanoma detection QU Ain, H Al-Sahaf, B Xue, M Zhang IEEE Transactions on Emerging Topics in Computational Intelligence 5 (4 …, 2020 | 64 | 2020 |
| Evolutionary deep learning: A genetic programming approach to image classification B Evans, H Al-Sahaf, B Xue, M Zhang 2018 IEEE congress on evolutionary computation (CEC), 1-6, 2018 | 63 | 2018 |
| Image descriptor: A genetic programming approach to multiclass texture classification H Al-Sahaf, M Zhang, M Johnston, B Verma 2015 IEEE Congress on Evolutionary Computation (CEC), 2460-2467, 2015 | 54 | 2015 |
| Keypoints detection and feature extraction: A dynamic genetic programming approach for evolving rotation-invariant texture image descriptors H Al-Sahaf, M Zhang, A Al-Sahaf, M Johnston IEEE Transactions on Evolutionary Computation 21 (6), 825-844, 2017 | 50 | 2017 |
| Common subtrees in related problems: A novel transfer learning approach for genetic programming D O'Neill, H Al-Sahaf, B Xue, M Zhang 2017 IEEE Congress on Evolutionary Computation (CEC), 1287-1294, 2017 | 48 | 2017 |
| Extracting image features for classification by two-tier genetic programming H Al-Sahaf, A Song, K Neshatian, M Zhang 2012 IEEE Congress on Evolutionary Computation, 1-8, 2012 | 46 | 2012 |
| A survey on cyber situation-awareness systems: Framework, techniques, and insights H Alavizadeh, J Jang-Jaccard, SY Enoch, H Al-Sahaf, I Welch, ... ACM Computing Surveys 55 (5), 1-37, 2022 | 42 | 2022 |
| Genetic programming for skin cancer detection in dermoscopic images QU Ain, B Xue, H Al-Sahaf, M Zhang 2017 IEEE Congress on Evolutionary Computation (CEC), 2420-2427, 2017 | 41 | 2017 |
| Automatically diagnosing skin cancers from multimodality images using two-stage genetic programming QU Ain, H Al-Sahaf, B Xue, M Zhang IEEE Transactions on Cybernetics 53 (5), 2727-2740, 2022 | 36 | 2022 |
| Genetic programming for automatic skin cancer image classification QU Ain, H Al-Sahaf, B Xue, M Zhang Expert Systems with Applications 197, 116680, 2022 | 36 | 2022 |
| Genetic programming for feature selection and feature construction in skin cancer image classification QU Ain, B Xue, H Al-Sahaf, M Zhang Pacific rim international conference on artificial intelligence, 732-745, 2018 | 35 | 2018 |
| Binary image classification: A genetic programming approach to the problem of limited training instances H Al-Sahaf, M Zhang, M Johnston Evolutionary Computation 24 (1), 143-182, 2016 | 28 | 2016 |
Mengjie Zhang，FRSNZ, FEngNZ, FIE...Professor of Computer Science, Victoria University of WellingtonVerified email at ecs.vuw.ac.nz
Bing Xue, Fellow of IEEE, Fellow of En...Professor of Artificial Intelligence, Victoria University of WellingtonVerified email at ecs.vuw.ac.nz
Ian WelchAssociate Professor, Victoria University at Wellington, New ZealandVerified email at ecs.vuw.ac.nz
Qurrat Ul AinSenior Lecturer, Victoria University of WellingtonVerified email at vuw.ac.nz
Seyit A. CamtepeCSIRO Data61, Cyber Security Automation and OrchestrationVerified email at ieee.org
Yi Mei, Fellow of EngNZAssociate Professor/Reader, Associate Dean (Research), Victoria University of WellingtonVerified email at ecs.vuw.ac.nz
Andrew LensenSenior Lecturer in Artificial Intelligence | Pūkenga Matua, Victoria University of WellingtonVerified email at ecs.vuw.ac.nz
Julian Jang-JaccardCyber-Defence Campus, Swiss Federal Office for Defence Procurement armarsuisseVerified email at ar.admin.ch
Muhammad Shabbir Abbasi2018Verified email at uaf.edu.pk
Ying BiProfessor, Zhengzhou UniversityVerified email at zzu.edu.cn
Masood MansooriVictoria University of Wellington, University of New South Wales (UNSW) CanberraVerified email at unsw.edu.au
Yanan SunProfessor, College of Computer Science, Sichuan UniversityVerified email at scu.edu.cn
Andy SongA/Prof of AI, School of Computing Technologies, CIAIRI, RMIT UniversityVerified email at rmit.edu.au
Jinting ZhuPhDVerified email at eit.ac.nz
Qi ChenSenior Lecturer in Artificial Intelligence, Victoria University of WellingtonVerified email at ecs.vuw.ac.nz
Atiya MasoodIqra University, Victoria University of WellingtonVerified email at ecs.vuw.ac.nz
Gang ChenVictoria University of WellingtonVerified email at ecs.vuw.ac.nz
Benjamin Patrick EvansJP Morgan, University of SydneyVerified email at jpmorgan.com
Professor Brijesh VermaGriffith University, AustraliaVerified email at griffith.edu.au
Dan Dongseong KIMDeputy Director, UQ Cybersecurity; Associate Professor, The University of QueenslandVerified email at uq.edu.au
