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Qurrat Ul Ain
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Year
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
572020
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
322018
Genetic programming for automatic skin cancer image classification
QU Ain, H Al-Sahaf, B Xue, M Zhang
Expert Systems with Applications, 2022
292022
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
262022
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
242020
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
222018
Genetic programming for multiple feature construction in skin cancer image classification
QU Ain, B Xue, H Al-Sahaf, M Zhang
2019 International Conference on Image and Vision Computing New Zealand …, 2019
152019
Multi-tree genetic programming with a new fitness function for melanoma detection
QU Ain, B Xue, H Al-Sahaf, M Zhang
2019 IEEE Congress on Evolutionary Computation (CEC), 880-887, 2019
42019
A new genetic programming representation for feature learning in skin cancer detection
QU Ain, H Al-Sahaf, B Xue, M Zhang
Proceedings of the Companion Conference on Genetic and Evolutionary …, 2023
32023
Genetic programming based feature manipulation for skin cancer image classification
QU Ain
Open Access Te Herenga Waka-Victoria University of Wellington, 2020
32020
Internet Traffic Trends and Major Security Challenges In Local & Internet Cloud
S Pervez, G Alandjani, QU Ain
19th International Conference on Circuits, Systems, Communications and Computer, 2015
32015
Skin Cancer Detection with Multimodal Data: A Feature Selection Approach Using Genetic Programming
QU Ain, B Xue, H Al-Sahaf, M Zhang
Australasian Conference on Data Science and Machine Learning, 254-269, 2023
22023
Exploring Genetic Programming Models in Computer-Aided Diagnosis of Skin Cancer Images
QUI Ain, H Al-Sahaf, B Xue, M Zhang
2024 IEEE Congress on Evolutionary Computation (CEC), 1-8, 2024
12024
Feature Extraction with Automated Scale Selection in Skin Cancer Image Classification: A Genetic Programming Approach
Q Ul Ain, H Al-Sahaf, B Xue, M Zhang
Proceedings of the Genetic and Evolutionary Computation Conference, 1363-1372, 2024
2024
Automatically Evolving Interpretable Feature Vectors Using Genetic Programming for an Ensemble Classifier in Skin Cancer Detection
MZ Qurrat Ul Ain, Harith Al-Sahaf, Bing Xue
IEEE Computational Intelligence Magazine 19 (3), 26 - 41, 2024
2024
Evolving Feature Extraction Models for Melanoma Detection: A Co-operative Co-evolution Approach
TC John, QU Ain, H Al-Sahaf, M Zhang
International Conference on the Applications of Evolutionary Computation …, 2024
2024
A Genetic Programming Approach to Automatically Construct Informative Attributes for Mammographic Density Classification
QUI Ain, B Xue, H Al-Sahaf, M Zhang
2022 IEEE International Conference on Data Mining Workshops (ICDMW), 378-387, 2022
2022
Automatically Diagnosing Suspicious Regions in Skin Images Using Two-Stage Genetic Programming
Q Ul Ain, H Al-Sahaf, B Xue, M Zhang
TechRxiv, 2021
2021
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