Saif ul Islam

A Churn Prediction Model Using Random Forest: Analysis of Machine Learning Techniques for Churn Prediction and Factor Identification in Telecom Sector

Irfan Ullah, Basit Raza, Ahmad Kamran Malik et al. · IEEE Access · 2019 · 368 citations · Full text

Comparative Analysis of Machine Learning Techniques for Predicting Air Quality in Smart Cities

Saba Ameer, Munam Ali Shah, Abid Khan et al. · IEEE Access · 2019 · 277 citations · Full text

Environmental Monitoring, Machine Learning, Engineering +20

Energy-Efficient Fog Computing for 6G-Enabled Massive IoT: Recent Trends and Future Opportunities

Usman Mahmood Malik, Muhammad Awais Javed, Sherali Zeadally et al. · IEEE Internet of Things Journal · 2021 · 184 citations

Fog Networks, 6G-enabled Massive Iot, Engineering +15

A Novel Bio-Inspired Hybrid Algorithm (NBIHA) for Efficient Resource Management in Fog Computing

Hina Rafique, Munam Ali Shah, Saif ul Islam et al. · IEEE Access · 2019 · 165 citations · Full text

Engineering, Fog Computing Security, Hybrid Computing +17

A Novel Internet of Things-Enabled Accident Detection and Reporting System for Smart City Environments

Fizzah Bhatti, Munam Ali Shah, Carsten Maple et al. · Sensors · 2019 · 164 citations · Full text

Automotive Tracking, Novel Internet, Smart Sensor +23