Muhammad Fayaz

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 44

Top Topics

Resource Allocation

Energy Consumption

Route Optimization

Top Venues

Publications

Muhammad Fayaz, Junaid Khan, Muhammad Bilal
Effectual Energy Consumption and User Comfort Optimization Based on Dynamic User Set Parameters in Electric Vehicles. IEEE Trans. Intell. Veh. 9 (1) (2024)
Muhammad Fayaz, Wenqiang Yi, Yuanwei Liu, Subramaniam Thayaparan, Arumugam Nallanathan
Toward Autonomous Power Control in Semi-Grant-Free NOMA Systems: A Power Pool-Based Approach. IEEE Trans. Commun. 72 (6) (2024)
Alam Zeb, Fakhrud Din, Muhammad Fayaz, Gulzar Mehmood, Kamal Z. Zamli
A Systematic Literature Review on Robust Swarm Intelligence Algorithms in Search-Based Software Engineering. Complex. 2023 (2023)
Shah Khalid, Aftab Alam, Muhammad Fayaz, Fakhrud Din, Sehat Ullah, Shabir Ahmad
Investigating the effect of network latency on users' performance in Collaborative Virtual Environments using navigation aids. Future Gener. Comput. Syst. 145 (2023)
Abdullah Alajmi, Muhammad Fayaz, Waleed Ahsan, Arumugam Nallanathan
Semi-Centralized Optimization for Energy Efficiency in IoT Networks With NOMA. IEEE Wirel. Commun. Lett. 12 (2) (2023)
Jawad Khan, Imran Saeed, Muhammad Fayaz, Muhammad Zada, Dawood Jan
Perceived overqualification? Examining its nexus with cyberloafing and knowledge hiding behaviour: harmonious passion as a moderator. J. Knowl. Manag. 27 (2) (2023)
Abdullah Alajmi, Waleed Ahsan, Muhammad Fayaz, Arumugam Nallanathan
Intelligent Resource Allocation in Backscatter-NOMA Networks: A Soft Actor Critic Framework. IEEE Trans. Veh. Technol. 72 (8) (2023)
Bashir Alam, Azmat Hussain, Muhammad Fayaz
An Effective Approach for Air Quality Prediction in Bishkek Based on Machine Learning techniques. ICAAI (2023)
Adnan Hussain, Sareer Ul Amin, Muhammad Fayaz, Sanghyun Seo
An Efficient and Robust Hand Gesture Recognition System of Sign Language Employing Finetuned Inception-V3 and Efficientnet-B0 Network. Comput. Syst. Sci. Eng. 46 (3) (2023)
Jawad Haider, Muhammad Fayaz, Muhammad Shuaib Qureshi
Enhancing Brain MRI Classification Through a Hybrid Machine Learning Methodology. CoDIT (2023)
Muhammad Fayaz, Wenqiang Yi, Yuanwei Liu, Arumugam Nallanathan
Multi-Agent DRL for Mitigating Power Collisions in SGF-NOMA Systems. GLOBECOM (2022)
Israr Ullah, Muhammad Fayaz, Muhammad Aman, Dohyeun Kim
Toward Autonomous Farming - A Novel Scheme Based on Learning to Prediction and Optimization for Smart Greenhouse Environment Control. IEEE Internet Things J. 9 (24) (2022)
Israr Ullah, Muhammad Fayaz, Muhammad Aman, DoHyeun Kim
An optimization scheme for IoT based smart greenhouse climate control with efficient energy consumption. Computing 104 (2) (2022)
Mati Ullah, Abdul Shahid, Irfan ud Din, Muhammad Roman, Muhammad Assam, Muhammad Fayaz, Yazeed Ghadi, Hanan Aljuaid
Analyzing Interdisciplinary Research Using Co-Authorship Networks. Complex. 2022 (2022)
Muhammad Fayaz, Atif Khan, Muhammad Bilal, Sana Ullah Khan
Machine learning for fake news classification with optimal feature selection. Soft Comput. 26 (16) (2022)
Muhammad Fayaz, Wenqiang Yi, Yuanwei Liu, Arumugam Nallanathan
Throughput Optimization for SGF-NOMA via Distributed DRL with Prioritized Experience Replay. ICC (2022)
Muhammad Bilal Qureshi, Hyeok Kim, Muhammad Fayaz, Pravin Pawar
Comparative Analysis of Time Series Forecasting Approaches for Household Electricity Consumption Prediction. CoRR (2022)
Abdullah Alajmi, Muhammad Fayaz, Waleed Ahsan, Arumugam Nallanathan
Soft Actor Critic Framework for Resource Allocation in Backscatter-NOMA Networks. LATINCOM (2022)
Muhammad Fayaz, Jawad Haider, Muhammad Bilal Qureshi, Muhammad Shuaib Qureshi, Shabana Habib, Jeonghwan Gwak
An Effective Classification Methodology for Brain MRI Classification Based on Statistical Features, DWT and Blended ANN. IEEE Access 9 (2021)
Muhammad Fayaz, Nurlan Torokeldiev, Samat Turdumamatov, Muhammad Shuaib Qureshi, Muhammad Bilal Qureshi, Jeonghwan Gwak
An Efficient Methodology for Brain MRI Classification Based on DWT and Convolutional Neural Network. Sensors 21 (22) (2021)
Ayman Aljarbouh, Muhammad Fayaz, Muhammad Shuaib Qureshi, Younes Boujoudar
Hybrid Sliding Mode Control of Full-Car Semi-Active Suspension Systems. Symmetry 13 (12) (2021)
Gulzar Mehmood, Muhammad Sohail Khan, Abdul Waheed, Mahdi Zareei, Muhammad Fayaz, Tariq Sadad, Nazri Kama, Azri Azmi
An Efficient and Secure Session Key Management Scheme in Wireless Sensor Network. Complex. 2021 (2021)
Muhammad Fayaz, Wenqiang Yi, Yuanwei Liu, Arumugam Nallanathan
Competitive MA-DRL for Transmit Power Pool Design in Semi-Grant-Free NOMA Systems. CoRR (2021)
Aayesha, Muhammad Bilal Qureshi, Muhammad Afzaal, Muhammad Shuaib Qureshi, Muhammad Fayaz
Machine learning-based EEG signals classification model for epileptic seizure detection. Multim. Tools Appl. 80 (12) (2021)
Junaid Khan, Muhammad Fayaz, Ayyaz Hussain, Shah Khalid, Wali Khan Mashwani, Jeonghwan Gwak
An Improved Alpha Beta Filter Using a Deep Extreme Learning Machine. IEEE Access 9 (2021)
Shah Khalid, Sehat Ullah, Numan Ali, Aftab Alam, Nasir Rasheed, Muhammad Fayaz, Masood Ahmad
The effect of combined aids on users performance in collaborative virtual environments. Multim. Tools Appl. 80 (6) (2021)
Wali Khan Mashwani, Zia Ur Rehman, Maharani A. Bakar, Ismail Koçak, Muhammad Fayaz
A Customized Differential Evolutionary Algorithm for Bounded Constrained Optimization Problems. Complex. 2021 (2021)
Muhammad Fayaz, Wenqiang Yi, Yuanwei Liu, Arumugam Nallanathan
Transmit Power Pool Design for Grant-Free NOMA-IoT Networks via Deep Reinforcement Learning. IEEE Trans. Wirel. Commun. 20 (11) (2021)
Muhammad Fayaz, Wenqiang Yi, Yuanwei Liu, Arumugam Nallanathan
Transmit Power Pool Design for Uplink IoT Networks with Grant-free NOMA. ICC (2021)
Muhammad Fayaz, Quoc Bao Pham, Nguyen Thi Thuy Linh, Pham Thi Thao Nhi, Dao Nguyen Khoi, Muhammad Shuaib Qureshi, Abdul Salam Shah, Shah Khalid
A Water Supply Pipeline Risk Analysis Methodology Based on DIY and Hierarchical Fuzzy Inference. Symmetry 12 (1) (2020)
Israr Ullah, Muhammad Fayaz, Nasir Naveed, Dohyeun Kim
ANN Based Learning to Kalman Filter Algorithm for Indoor Environment Prediction in Smart Greenhouse. IEEE Access 8 (2020)
Ayman Aljarbouh, Muhammad Fayaz, Muhammad Shuaib Qureshi
Non-Standard Analysis for Regularization of Geometric-Zeno Behaviour in Hybrid Systems. Syst. 8 (2) (2020)
Muhammad Fayaz, Wenqiang Yi, Yuanwei Liu, Arumugam Nallanathan
Transmit Power Pool Design for Grant-Free NOMA-IoT Networks via Deep Reinforcement Learning. CoRR (2020)
Abdul Salam Shah, Haidawati Nasir, Muhammad Fayaz, Adidah Lajis, Israr Ullah, Asadullah Shah
Dynamic User Preference Parameters Selection and Energy Consumption Optimization for Smart Homes Using Deep Extreme Learning Machine and Bat Algorithm. IEEE Access 8 (2020)
Muhammad Shuaib Qureshi, Muhammad Bilal Qureshi, Muhammad Fayaz, Wali Khan Mashwani, Samir Brahim Belhaouari, Saima Hassan, Asadullah Shah
A comparative analysis of resource allocation schemes for real-time services in high-performance computing systems. Int. J. Distributed Sens. Networks 16 (8) (2020)
Muhammad Fayaz, Atif Khan, Javid Ur Rahman, Abdullah Alharbi, Muhammad Irfan Uddin, Bader Alouffi
Ensemble Machine Learning Model for Classification of Spam Product Reviews. Complex. 2020 (2020)
Ayman Aljarbouh, Muhammad Fayaz
Hybrid Modelling and Sliding Mode Control of Semi-Active Suspension Systems for Both Ride Comfort and Road-Holding. Symmetry 12 (8) (2020)
Hashim Ali, Muhammad Shuaib Qureshi, Muhammad Bilal Qureshi, Ayaz Ali Khan, Muhammad Zakarya, Muhammad Fayaz
An Energy and Performance Aware Scheduler for Real-Time Tasks in Cloud Datacentres. IEEE Access 8 (2020)
Israr Ullah, Muhammad Fayaz, DoHyeun Kim
Improving Accuracy of the Kalman Filter Algorithm in Dynamic Conditions Using ANN-Based Learning Module. Symmetry 11 (1) (2019)
Abdul Salam Shah, Haidawati Nasir, Muhammad Fayaz, Adidah Lajis, Asadullah Shah
A Review on Energy Consumption Optimization Techniques in IoT Based Smart Building Environments. Inf. 10 (3) (2019)
Muhammad Fayaz, Israr Ullah, Abdul Salam Shah, DoHyuen Kim
An efficient energy consumption and user comfort maximization methodology based on learning to optimization and learning to control algorithms. J. Intell. Fuzzy Syst. 37 (5) (2019)
Abdul Salam Shah, Haidawati Nasir, Muhammad Fayaz, Adidah Lajis, Asadullah Shah
A Review on Energy Consumption Optimization Techniques in IoT Based Smart Building Environments. CoRR (2019)
Shabir Ahmad, Israr Ullah, Faisal Mehmood, Muhammad Fayaz, DoHyeun Kim
A Stochastic Approach Towards Travel Route Optimization and Recommendation Based on Users Constraints Using Markov Chain. IEEE Access 7 (2019)
Muhammad Fayaz, Shakeel Arshad, Umar Zaman, Akhlaque Ahmad
A Simple, Fast and Near Optimal Approximation Algorithm for Optimization of Un-Weighted Minimum Vertex Cover. FIT (2016)
Muhammad Fayaz, Shakeel Arshad
Clever Steady Strategy Algorithm: A Simple and Efficient Approximation Algorithm for Minimum Vertex Cover Problem. FIT (2015)