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
Ying BiProfessor, Zhengzhou UniversityVerified email at zzu.edu.cn
Seyit A. CamtepeCSIRO Data61Verified email at ieee.org
Muhammad Shabbir Abbasi2018Verified email at uaf.edu.pk
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
Julian Jang-JaccardCyber-Defence Campus, armasuisse S+T, Swiss Federal Department of DefenseVerified email at ar.admin.ch
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 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	263	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	122	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	103	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	83	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	68	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	64	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	63	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	62	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	59	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	55	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	49	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	47	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
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
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	35	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	34	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	32	2018
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	30	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	27	2016
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	26	2020

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