Air University Kamra Campus

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Department of Business Administration

Fazila Malik

Lecturer

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Email:[email protected]

Fazila Malik

Lecturer

Ms. Fazila Malik is currently serving as a Lecturer in the Department of Computer Science at Air University, Kamra Campus. Previously, she served as a Lecturer at Iqra University, Islamabad H9 Campus, and the University of Education, Attock Campus. She holds an MS in Computer Science and an MCS degree from COMSATS University Islamabad, Attock Campus. Her areas of expertise include Artificial Intelligence, Evolutionary Algorithm, Natural Language Processing, Algorithmic Optimization, and Applied Machine Learning.

MS in Computer Science

Fazila Malik, Salabat Khan, Atif Rizwan, Ghada Atteia, and Nagwan Abdel Samee. “A Novel Hybrid Clustering Approach Based on Black Hole Algorithm for Document Clustering”. In: IEEE Access 10 (2022), pp. 97310–97326. Mona Alduailij, Qazi Waqas Khan, Muhammad Tahir, Muhammad Sardaraz, Mai Alduailij, and Fazila Malik. “Machine-Learning-Based DDoS Attack Detection Using Mutual Information and Random Forest Feature Importance Method”. In: Symmetry 14.6 (2022), p. 1095. Fazila Malik, Qazi Waqas Khan, Atif Rizwan, Rana Alnashwan, and Ghada Atteia. “A Machine Learning-Based Framework with Enhanced Feature Selection and Resampling for Improved Intrusion Detection”. In: Mathematics 12.12 (2024), p. 1799. Sami, Abdul, Fazila Malik, Qazi Waqas Khan, Nadeem Ahmad, Sajid Shah, Mohammed Elaffendi, and Naveed Ahmad. "Federated Learning for Sarcasm Detection: A Study of Attention-Enhanced BILSTM, GRU, and LSTM Architectures." IEEE Access (2024). Hassan, Eisha, Fazila Malik, Qazi Waqas Khan, Nadeem Ahmad, Muhammad Sardaraz, Faten Khalid Karim, and Hela Elmannai. "A Hybrid K-Means++ and Particle Swarm Optimization Approach for Enhanced Document Clustering." IEEE Access (2025).