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Harith Al-Sahaf
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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
2122019
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
1182017
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
1002016
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
772012
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
592016
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
532015
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
512018
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
482022
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
482017
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
462020
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
462017
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
442018
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
432012
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
362017
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
272018
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
262016
Autoencoder-based feature construction for IoT attacks clustering
J Haseeb, M Mansoori, Y Hirose, H Al-Sahaf, I Welch
Future Generation Computer Systems 127, 487-502, 2022
212022
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
212020
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
212020
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
182022
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