Hyper-Parameter Optimization of Classifiers, Using an Artificial Immune Network and Its Application to Software Bug Prediction. - Faiza Khan; Summrina Kanwal; Sultan Alamri; Bushra Mumtaz (IEEE Access, 2020)

Energy Management in Smart Buildings and Homes: Current Approaches, a Hypothetical Solution, and Open Issues and Challenges. - Usama Mir; Ubaid Abbasi; Talha Mir; Summrina Kanwal; Sultan Alamri (IEEE Access, 2021)

Urdu Sentiment Analysis via Multimodal Data Mining Based on Deep Learning Algorithms. - Urooba Sehar; Summrina Kanwal; Kia Dashtipour; Usama Mir; Ubaid Abbasi; Faiza Khan (IEEE Access, 2021)

Novel Artificial Immune Networks-based optimization of shallow machine learning (ML) classifiers. - Summrina Kanwal; Amir Hussain 001; Kaizhu Huang (Expert Syst. Appl., 2021)

Feature Selection Using Artificial Immune Network: An Approach for Software Defect Prediction. - Bushra Mumtaz; Summrina Kanwal; Sultan Alamri; Faiza Khan (Intell. Autom. Soft Comput., 2021)

Cognitive-inspired Post-processing of optical character recognition for Swedish addresses. - Moa Andersson; Summrina Kanwal; Faiza Khan (ICCI*CC, 2022)

COVID-opt-aiNet: A clinical decision support system for COVID-19 detection. - Summrina Kanwal; Faiza Khan; Sultan Alamri; Kia Dashtipour; Mandar Gogate (Int. J. Imaging Syst. Technol., 2022)

A multimodal deep learning infused with artificial algae algorithm - An architecture of advanced E-health system for cancer prognosis prediction. - Summrina Kanwal; Faiza Khan; Sultan Alamri (J. King Saud Univ. Comput. Inf. Sci., 2022)

An Intelligent Heart Disease Prediction Framework Using Machine Learning and Deep Learning Techniques. - Nasser Allheeib; Summrina Kanwal; Sultan Alamri (Int. J. Data Warehous. Min., 2023)

Entropy and Memory Aware Active Transfer Learning in Smart Sensing Systems. - Umair Alam; Asma Ahmad Farhan; Summrina Kanwal; Nasser Allheeib (IEEE Access, 2024)

Investigating the Taxonomy of Character Recognition Systems: A Systematic Literature Review. - Asma Naseer; Maria Tamoor; Nasser Allheeib; Summrina Kanwal (IEEE Access, 2024)

Enhancing Traffic Systems: Arabic Traffic Sign Recognition With Deep Learning. - Sultan Alamri; Summrina Kanwal (Int. J. Data Warehous. Min., 2024)