Ifra Shaheen

According to our database, Ifra Shaheen authored at least 7 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

A new blockchain oriented deep reinforced active learning framework for robust IoT intrusion detection.

Zahoor Ali Khan, Ifra Shaheen, Nadeem Javaid, Imran Ahmed, Muhammad Shafiq, Jin-Ghoo Choi

Internet Things, 2026

A trustworthy and patient privacy-conscious framework for early diabetes prediction using Deep Residual Networks and proximity-based data.

Ifra Shaheen, Nadeem Javaid, Zeeshan Ali, Imran Ahmed, Farrukh Aslam Khan, Dragan Pamucar

Biomed. Signal Process. Control., 2026

2025

New AI explained and validated deep learning approaches to accurately predict diabetes.

Ifra Shaheen, Nadeem Javaid, Nabil Ali Alrajeh, Yousra Asim, Syed Muhammad Abrar Akber

Medical Biol. Eng. Comput., August, 2025

Enhancing clinical decision support with explainable deep learning framework for C-section forecasting.

Muhammad Mohsin Zafar, Nadeem Javaid, Ifra Shaheen, Nabil Ali Alrajeh, Sheraz Aslam

Computing, January, 2025

Empowering early predictions: A paradigm shift in diabetes risk assessment with Deep Active Learning.

Ifra Shaheen, Nadeem Javaid, Azizur Rahim, Nabil Ali Alrajeh, Neeraj Kumar

Knowl. Based Syst., 2025

A Data-Driven Deep Learning Framework with Active Learning and Optimization for Enhancing Intrusion Detection in IoT Networks.

Ifra Shaheen, Nadeem Javaid, Muhammad Imran, Nidal Nasser, Asmaa Ali

Proceedings of the 2025 IEEE Global Communications Conference, 2025

2024

Hi-Le and HiTCLe: Ensemble Learning Approaches for Early Diabetes Detection Using Deep Learning and Explainable Artificial Intelligence.

Ifra Shaheen, Nadeem Javaid, Nabil Ali Alrajeh, Yousra Asim, Sheraz Aslam

IEEE Access, 2024