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Qurrat Ul Ain
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Books and Theses
- 2020
- [b1]Qurrat Ul Ain:
Genetic Programming based Feature Manipulation for Skin Cancer Image Classification. Victoria University of Wellington, New Zealand, 2020
Journal Articles
- 2024
- [j11]Sohaib Asif
, Qurrat Ul Ain:
A Fuzzy Minkowski Distance-based fusion of convolutional neural networks for gastrointestinal disease detection. Appl. Soft Comput. 158: 111595 (2024) - [j10]Qurrat Ul Ain
, Harith Al-Sahaf
, Bing Xue
, Mengjie Zhang
:
Automatically Evolving Interpretable Feature Vectors Using Genetic Programming for an Ensemble Classifier in Skin Cancer Detection. IEEE Comput. Intell. Mag. 19(3): 26-41 (2024) - [j9]Sohaib Asif
, Wenhui Yi, Qurrat Ul Ain, Yi Yueyang, Jinhai Si:
Improving the accuracy of diagnosing and predicting coronary heart disease using ensemble method and feature selection techniques. Clust. Comput. 27(2): 1927-1946 (2024) - [j8]Sohaib Asif, Qurrat Ul Ain:
Enhancing pulmonary abnormality detection with an optimized CNN architecture incorporating depth-wise separable convolution and inception module. Evol. Syst. 15(4): 1359-1380 (2024) - [j7]Sohaib Asif
, Qurrat Ul Ain, Raeed Al-Sabri, Monir Abdullah:
LitefusionNet: Boosting the performance for medical image classification with an intelligent and lightweight feature fusion network. J. Comput. Sci. 80: 102324 (2024) - [j6]Sohaib Asif
, Qurrat Ul Ain, Muhammad Awais, Kamran Amjad, Omair Bilal, Raeed Al-Sabri, Monir Abdullah
:
A deep ensemble learning framework for COVID-19 detection in chest X-ray images. Netw. Model. Anal. Health Informatics Bioinform. 13(1): 30 (2024) - 2023
- [j5]Sohaib Asif
, Qurrat Ul Ain, Muhammad Awais, Saif Ur Rehman Khan:
IR-CNN: Inception residual network for detecting kidney abnormalities from CT images. Netw. Model. Anal. Health Informatics Bioinform. 12(1): 35 (2023) - [j4]Qurrat Ul Ain
, Harith Al-Sahaf
, Bing Xue
, Mengjie Zhang
:
Automatically Diagnosing Skin Cancers From Multimodality Images Using Two-Stage Genetic Programming. IEEE Trans. Cybern. 53(5): 2727-2740 (2023) - 2022
- [j3]Sohaib Asif
, Wenhui Yi
, Qurrat Ul Ain, Jin Hou, Tao Yi, Jinhai Si
:
Improving Effectiveness of Different Deep Transfer Learning-Based Models for Detecting Brain Tumors From MR Images. IEEE Access 10: 34716-34730 (2022) - [j2]Qurrat Ul Ain
, Harith Al-Sahaf
, Bing Xue, Mengjie Zhang
:
Genetic programming for automatic skin cancer image classification. Expert Syst. Appl. 197: 116680 (2022) - 2021
- [j1]Qurrat Ul Ain
, Harith Al-Sahaf
, Bing Xue
, Mengjie Zhang
:
Generating Knowledge-Guided Discriminative Features Using Genetic Programming for Melanoma Detection. IEEE Trans. Emerg. Top. Comput. Intell. 5(4): 554-569 (2021)
Conference and Workshop Papers
- 2024
- [c14]Qurrat Ul Ain, Harith Al-Sahaf, Bing Xue, Mengjie Zhang:
Exploring Genetic Programming Models in Computer-Aided Diagnosis of Skin Cancer Images. CEC 2024: 1-8 - [c13]Taran Cyriac John, Qurrat Ul Ain
, Harith Al-Sahaf, Mengjie Zhang:
Evolving Feature Extraction Models for Melanoma Detection: A Co-operative Co-evolution Approach. EvoApplications@EvoStar 2024: 413-429 - [c12]Qurrat Ul Ain
, Harith Al-Sahaf
, Bing Xue
, Mengjie Zhang
:
Feature Extraction with Automated Scale Selection in Skin Cancer Image Classification: A Genetic Programming Approach. GECCO 2024 - 2023
- [c11]Qurrat Ul Ain
, Bing Xue
, Harith Al-Sahaf
, Mengjie Zhang
:
Skin Cancer Detection with Multimodal Data: A Feature Selection Approach Using Genetic Programming. AusDM 2023: 254-269 - [c10]Qurrat Ul Ain
, Harith Al-Sahaf
, Bing Xue
, Mengjie Zhang
:
A New Genetic Programming Representation for Feature Learning in Skin Cancer Detection. GECCO Companion 2023: 707-710 - 2022
- [c9]Sohaib Asif
, Wenhui Yi, Jinhai Si, Qurrat Ul Ain, Yi Yueyang, Hou Jin:
Modeling a Fine-Tuned Deep Convolutional Neural Network for Diagnosis of Kidney Diseases from CT Images. BIBM 2022: 2571-2576 - [c8]Qurrat Ul Ain
, Bing Xue, Harith Al-Sahaf
, Mengjie Zhang:
A Genetic Programming Approach to Automatically Construct Informative Attributes for Mammographic Density Classification. ICDM (Workshops) 2022: 378-387 - 2020
- [c7]Harshdeep Singh, Nicholas McCarthy, Qurrat Ul Ain, Jeremiah Hayes:
ChemoVerse: Manifold Traversal of Latent Spaces for Novel Molecule Discovery. ADGN@ECAI 2020 - [c6]Qurrat Ul Ain
, Harith Al-Sahaf
, Bing Xue, Mengjie Zhang:
A genetic programming approach to feature construction for ensemble learning in skin cancer detection. GECCO 2020: 1186-1194 - 2019
- [c5]Qurrat Ul Ain
, Bing Xue, Harith Al-Sahaf
, Mengjie Zhang:
Multi-tree Genetic Programming with A New Fitness Function for Melanoma Detection. CEC 2019: 880-887 - [c4]Qurrat Ul Ain
, Bing Xue, Harith Al-Sahaf
, Mengjie Zhang:
Genetic Programming for Multiple Feature Construction in Skin Cancer Image Classification. IVCNZ 2019: 1-6 - 2018
- [c3]Qurrat Ul Ain
, Harith Al-Sahaf
, Bing Xue, Mengjie Zhang:
A Multi-tree Genetic Programming Representation for Melanoma Detection Using Local and Global Features. Australasian Conference on Artificial Intelligence 2018: 111-123 - [c2]Qurrat Ul Ain
, Bing Xue, Harith Al-Sahaf
, Mengjie Zhang:
Genetic Programming for Feature Selection and Feature Construction in Skin Cancer Image Classification. PRICAI (1) 2018: 732-745 - 2017
- [c1]Qurrat Ul Ain
, Bing Xue
, Harith Al-Sahaf
, Mengjie Zhang:
Genetic programming for skin cancer detection in dermoscopic images. CEC 2017: 2420-2427
Informal and Other Publications
- 2020
- [i1]Harshdeep Singh, Nicholas McCarthy, Qurrat Ul Ain, Jeremiah Hayes:
ChemoVerse: Manifold traversal of latent spaces for novel molecule discovery. CoRR abs/2009.13946 (2020)
Coauthor Index
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