Qurrat Ul Ain

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 25

Top Topics

Genetic Programming

Image Classification

Ensemble Learning

Top Venues

Netw. Model. Anal. Health Informatics Bioinform.

IEEE Trans. Cybern.

Publications

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)
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)
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) (2024)
Sohaib Asif, Qurrat Ul Ain
A Fuzzy Minkowski Distance-based fusion of convolutional neural networks for gastrointestinal disease detection. Appl. Soft Comput. 158 (2024)
Qurrat Ul Ain, Harith Al-Sahaf, Bing Xue, Mengjie Zhang
Exploring Genetic Programming Models in Computer-Aided Diagnosis of Skin Cancer Images. CEC (2024)
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) (2024)
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) (2024)
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) (2024)
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 (2024)
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)
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) (2023)
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)
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) (2023)
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)
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 (2022)
Qurrat Ul Ain, Harith Al-Sahaf, Bing Xue, Mengjie Zhang
Genetic programming for automatic skin cancer image classification. Expert Syst. Appl. 197 (2022)
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) (2021)
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)
Harshdeep Singh, Nicholas McCarthy, Qurrat Ul Ain, Jeremiah Hayes
ChemoVerse: Manifold Traversal of Latent Spaces for Novel Molecule Discovery. ADGN@ECAI (2020)
Harshdeep Singh, Nicholas McCarthy, Qurrat Ul Ain, Jeremiah Hayes
ChemoVerse: Manifold traversal of latent spaces for novel molecule discovery. CoRR (2020)
Qurrat Ul Ain, Bing Xue, Harith Al-Sahaf, Mengjie Zhang
Genetic Programming for Multiple Feature Construction in Skin Cancer Image Classification. IVCNZ (2019)
Qurrat Ul Ain, Bing Xue, Harith Al-Sahaf, Mengjie Zhang
Multi-tree Genetic Programming with A New Fitness Function for Melanoma Detection. CEC (2019)
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)
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)
Qurrat Ul Ain, Bing Xue, Harith Al-Sahaf, Mengjie Zhang
Genetic programming for skin cancer detection in dermoscopic images. CEC (2017)