Harith Al-Sahaf

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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
Qurrat Ul AinVictoria University of WellingtonVerified email at ecs.vuw.ac.nz
Ian WelchAssociate Professor, Victoria University at Wellington, New ZealandVerified email at ecs.vuw.ac.nz
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
Muhammad Shabbir Abbasi2018Verified email at uaf.edu.pk
Yanan SunCollege of Computer Science, Sichuan UniversityVerified email at scu.edu.cn
Ying BiProfessor, Zhengzhou UniversityVerified email at zzu.edu.cn
Andy SongA/Prof of AI, School of Computing Technologies, CIAIRI, RMIT UniversityVerified email at rmit.edu.au
Masood MansooriWellington Institute of Technology, Victoria University of WellingtonVerified email at weltec.ac.nz
Seyit A. CamtepeCSIRO Data61Verified email at ieee.org
Qi ChenSenior Lecturer in Artificial Intelligence, Victoria University of WellingtonVerified email at ecs.vuw.ac.nz
Julian Jang-JaccardCyber-Defence Campus, armasuisse S+T, Swiss Federal Department of DefenseVerified email at ar.admin.ch
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 EvansUniversity of Sydney, Victoria University of WellingtonVerified email at sydney.edu.au
Professor Brijesh VermaGriffith University, AustraliaVerified email at griffith.edu.au
Dan Dongseong KIMAssociate Professor (softly equivalent to a Full Professor in the US), The University of QueenslandVerified email at uq.edu.au
Simon Yusuf EnochVerified email at uq.edu.au

Harith Al-Sahaf

Senior Lecturer, Victoria University of Wellington

Verified email at ecs.vuw.ac.nz - Homepage

Evolutionary Computation Machine Learning and Computer Vision


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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	239	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	121	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	102	2016
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	80	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	62	2022
Genetic programming for region detection, feature extraction, feature construction and classification in image data A Lensen, H Al-Sahaf, M Zhang, B Xue Genetic Programming: 19th European Conference, EuroGP 2016, Porto, Portugal …, 2016	62	2016
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	57	2018
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	55	2018
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	54	2020
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	48	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	46	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	45	2012
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	36	2017
Genetic programming for feature selection and feature construction in skin cancer image classification QU Ain, B Xue, H Al-Sahaf, M Zhang PRICAI 2018: Trends in Artificial Intelligence: 15th Pacific Rim …, 2018	32	2018
Genetic programming for automatic skin cancer image classification QU Ain, H Al-Sahaf, B Xue, M Zhang Expert Systems with Applications 197, 116680, 2022	28	2022
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	26	2022
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	26	2016
A genetic programming approach to feature construction for ensemble learning in skin cancer detection QU Ain, H Al-Sahaf, B Xue, M Zhang Proceedings of the 2020 genetic and evolutionary computation conference …, 2020	24	2020
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	23	2022

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