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 XueProfessor 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 AinVictoria University of WellingtonVerified email at ecs.vuw.ac.nz
Yi MeiAssociate Professor, 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
Andy SongA/Prof of AI, School of Computing Technologies, CIAIRI, RMIT UniversityVerified email at rmit.edu.au
Muhammad Shabbir Abbasi2018Verified email at uaf.edu.pk
Yanan SunCollege of Computer Science, Sichuan UniversityVerified email at scu.edu.cn
Muhammad IqbalHigher Colleges of Technology, United Arab EmiratesVerified email at hct.ac.ae
Qi ChenSenior Lecturer in Artificial Intelligence, Victoria University of WellingtonVerified email at ecs.vuw.ac.nz
Ying BiZhengzhou UniversityVerified email at zzu.edu.cn
Masood MansooriWellington Institute of Technology, Victoria University of WellingtonVerified email at weltec.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 EvansUniversity of Sydney, Victoria University of WellingtonVerified email at sydney.edu.au
Professor Brijesh VermaGriffith University, AustraliaVerified email at griffith.edu.au
Seyit A. CamtepeCSIRO Data61Verified email at ieee.org
Hassan TariqUniversity of Agriculture, Faisalabad, PakistanVerified email at uaf.edu.pk
Prof. Julian Jang-JaccardCyber-Defence Campus (CYD), armasuisse, Federal Department of DefenseVerified email at ar.admin.ch

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	191	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	106	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	98	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	73	2012
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	55	2016
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	49	2015
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	47	2018
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	46	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	45	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	43	2012
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	35	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	34	2020
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	30	2017
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	29	2022
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	27	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	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	18	2020
Particle swarm optimization: A wrapper-based feature selection method for ransomware detection and classification MS Abbasi, H Al-Sahaf, I Welch Applications of Evolutionary Computation: 23rd European Conference …, 2020	16	2020
A multitree genetic programming representation for automatically evolving texture image descriptors H Al-Sahaf, B Xue, M Zhang Simulated Evolution and Learning: 11th International Conference, SEAL 2017 …, 2017	16	2017
A multi-tree genetic programming representation for melanoma detection using local and global features QU Ain, H Al-Sahaf, B Xue, M Zhang AI 2018: Advances in Artificial Intelligence: 31st Australasian Joint …, 2018	15	2018

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