Muhammad Fayaz

59 papers B 1C 1Misc 2Journal 51Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
A comprehensive approach for image quality assessment using quality-centric embedding and ranking networks.
Pattern Recognit.
Zeeshan Ali Haider, Sareer Ul Amin, Muhammad Fayaz, Khan Muhammad, Hyeonjoon Moon, Sanghyun Seo
2026 J jnl
Automated Aging Building Defect Recognition and Analysis Using Transformers.
J. Comput. Civ. Eng.
Lien Minh Dang, Muhammad Fayaz, Quoc Bao To, Gayoon Lee, Hyoung-Kyu Song, Kihak Lee, Hyeonjoon Moon
2026 J jnl
Efficient transformer-based semantic segmentation of colonic polyps using SegFormer.
Neurocomputing
Gul E. Arzu, Muhammad Fayaz, Usman Ali, Lien Minh Dang, Hyeonjoon Moon
2026 J jnl
End-to-end plant disease detection using transformers with collaborative hybrid assignment training.
Appl. Soft Comput.
Yanfen Li, Muhammad Fayaz, Sufyan Danish, Lilia Tightiz, Hanxiang Wang, Tan N. Nguyen, Lien Minh Dang
2026 J jnl
PolySAGN: Hierarchical multi-scale representation learning with scale-specific attention for accurate polyp segmentation.
Neurocomputing
Wenqi Zhang, Yue Zhang, Muhammad Fayaz, Lien Minh Dang, Tan N. Nguyen, Hyeonjoon Moon
2026 J jnl
SwinHCAD: A Robust Multi-Modality Segmentation Model for Brain Tumors Using Transformer and Channel-Wise Attention.
Comput. Mater. Continua
Seyong Jin, Muhammad Fayaz, Lien Minh Dang, Hyoung-Kyu Song, Hyeonjoon Moon
2026 J jnl
TumorNet: A hybrid lightweight framework for brain tumor classification and reasoning.
Inf. Sci.
Hanxiang Wang, Muhammad Zaqeem, Muhammad Fayaz, Defu Qiu, Sajjad Ahadzadeh, Tan N. Nguyen, Lien Minh Dang
2025 J jnl
DLAN: A dual attention network for effective land cover classification in remote sensing.
Knowl. Based Syst.
Muhammad Fayaz, Lien Minh Dang, Hyeonjoon Moon
2025 J jnl
Enhancing pine wilt disease detection with synthetic data and external attention-based transformers.
Eng. Appl. Artif. Intell.
Sareer Ul Amin, Yonghoon Jung, Muhammad Fayaz, Bumsoo Kim, Sanghyun Seo
2025 J jnl
Learning Meets Logic: Fuzzy Logic Based Deep Matching for Intelligent User Association in 6G IoT Networks.
IEEE Open J. Commun. Soc.
Abdullah Alajmi, Abdulrahman Ghandoura, Abdelwahed Motwakel, Muhammad Fayaz
2025 J jnl
Secure Energy Aware Power Control in Consumer Internet of Things With Semi Grant Free NOMA.
IEEE Trans. Consumer Electron.
Sohail Abbas, Muhammad Fayaz, Abdulrahman Ghandoura, Muhammad Zahid Khan, Ateeq Ur Rehman
2025 J jnl
Transformer-based detection of abnormal rice growth using drone-based multispectral imaging.
Comput. Electron. Agric.
Yanfen Li, Lien Minh Dang, Hanxiang Wang, Muhammad Fayaz, Sufyan Danish, Junliang Shang, Hyoung-Kyu Song, Hyeonjoon Moon
2024 J jnl
Effectual Energy Consumption and User Comfort Optimization Based on Dynamic User Set Parameters in Electric Vehicles.
IEEE Trans. Intell. Veh.
Muhammad Fayaz, Junaid Khan, Muhammad Bilal
2024 J jnl
Enhancing land cover classification via deep ensemble network.
Knowl. Based Syst.
Muhammad Fayaz, Lien Minh Dang, Hyeonjoon Moon
2024 J jnl
Mixed Criticality Multicore Compositional Framework.
IEEE Access
Amjad Ali, Imran Taj, Shahid Iqbal, Muhammad Fayaz, Asad Masood Khattak, Bashir Hayat
2024 J jnl
Toward Autonomous Power Control in Semi-Grant-Free NOMA Systems: A Power Pool-Based Approach.
IEEE Trans. Commun.
Muhammad Fayaz, Wenqiang Yi, Yuanwei Liu, Subramaniam Thayaparan, Arumugam Nallanathan
2023 J jnl
A Systematic Literature Review on Robust Swarm Intelligence Algorithms in Search-Based Software Engineering.
Complex.
Alam Zeb, Fakhrud Din, Muhammad Fayaz, Gulzar Mehmood, Kamal Z. Zamli
2023 — conf
An Effective Approach for Air Quality Prediction in Bishkek Based on Machine Learning techniques.
ICAAI
Bashir Alam, Azmat Hussain, Muhammad Fayaz
2023 J jnl
An Efficient and Robust Hand Gesture Recognition System of Sign Language Employing Finetuned Inception-V3 and Efficientnet-B0 Network.
Comput. Syst. Sci. Eng.
Adnan Hussain, Sareer Ul Amin, Muhammad Fayaz, Sanghyun Seo
2023 C conf
Enhancing Brain MRI Classification Through a Hybrid Machine Learning Methodology.
CoDIT
Jawad Haider, Muhammad Fayaz, Muhammad Shuaib Qureshi
2023 J jnl
Intelligent Resource Allocation in Backscatter-NOMA Networks: A Soft Actor Critic Framework.
IEEE Trans. Veh. Technol.
Abdullah Alajmi, Waleed Ahsan, Muhammad Fayaz, Arumugam Nallanathan
2023 J jnl
Investigating the effect of network latency on users' performance in Collaborative Virtual Environments using navigation aids.
Future Gener. Comput. Syst.
Shah Khalid, Aftab Alam, Muhammad Fayaz, Fakhrud Din, Sehat Ullah, Shabir Ahmad
2023 J jnl
Perceived overqualification? Examining its nexus with cyberloafing and knowledge hiding behaviour: harmonious passion as a moderator.
J. Knowl. Manag.
Jawad Khan, Imran Saeed, Muhammad Fayaz, Muhammad Zada, Dawood Jan
2023 J jnl
Semi-Centralized Optimization for Energy Efficiency in IoT Networks With NOMA.
IEEE Wirel. Commun. Lett.
Abdullah Alajmi, Muhammad Fayaz, Waleed Ahsan, Arumugam Nallanathan
2022 J jnl
An optimization scheme for IoT based smart greenhouse climate control with efficient energy consumption.
Computing
Israr Ullah, Muhammad Fayaz, Muhammad Aman, Dohyeun Kim
2022 J jnl
Analyzing Interdisciplinary Research Using Co-Authorship Networks.
Complex.
Mati Ullah, Abdul Shahid, Irfan ud Din, Muhammad Roman, Muhammad Assam, Muhammad Fayaz, Yazeed Ghadi, Hanan Aljuaid
2022 J jnl
Comparative Analysis of Time Series Forecasting Approaches for Household Electricity Consumption Prediction.
CoRR
Muhammad Bilal Qureshi, Hyeok Kim, Muhammad Fayaz, Pravin Pawar
2022 J jnl
Machine learning for fake news classification with optimal feature selection.
Soft Comput.
Muhammad Fayaz, Atif Khan, Muhammad Bilal, Sana Ullah Khan
2022 B conf
Multi-Agent DRL for Mitigating Power Collisions in SGF-NOMA Systems.
GLOBECOM
Muhammad Fayaz, Wenqiang Yi, Yuanwei Liu, Arumugam Nallanathan
2022 — conf
Soft Actor Critic Framework for Resource Allocation in Backscatter-NOMA Networks.
LATINCOM
Abdullah Alajmi, Muhammad Fayaz, Waleed Ahsan, Arumugam Nallanathan
2022 — conf
Throughput Optimization for SGF-NOMA via Distributed DRL with Prioritized Experience Replay.
ICC
Muhammad Fayaz, Wenqiang Yi, Yuanwei Liu, Arumugam Nallanathan
2022 J jnl
Toward Autonomous Farming - A Novel Scheme Based on Learning to Prediction and Optimization for Smart Greenhouse Environment Control.
IEEE Internet Things J.
Israr Ullah, Muhammad Fayaz, Muhammad Aman, Dohyeun Kim
2021 J jnl
A Customized Differential Evolutionary Algorithm for Bounded Constrained Optimization Problems.
Complex.
Wali Khan Mashwani, Zia Ur Rehman, Maharani A. Bakar, Ismail Koçak, Muhammad Fayaz
2021 J jnl
An Effective Classification Methodology for Brain MRI Classification Based on Statistical Features, DWT and Blended ANN.
IEEE Access
Muhammad Fayaz, Jawad Haider, Muhammad Bilal Qureshi, Muhammad Shuaib Qureshi, Shabana Habib, Jeonghwan Gwak
2021 J jnl
An Efficient Methodology for Brain MRI Classification Based on DWT and Convolutional Neural Network.
Sensors
Muhammad Fayaz, Nurlan Torokeldiev, Samat Turdumamatov, Muhammad Shuaib Qureshi, Muhammad Bilal Qureshi, Jeonghwan Gwak
2021 J jnl
An Efficient and Secure Session Key Management Scheme in Wireless Sensor Network.
Complex.
Gulzar Mehmood, Muhammad Sohail Khan, Abdul Waheed, Mahdi Zareei, Muhammad Fayaz, Tariq Sadad, Nazri Kama, Azri Azmi
2021 J jnl
An Improved Alpha Beta Filter Using a Deep Extreme Learning Machine.
IEEE Access
Junaid Khan, Muhammad Fayaz, Ayyaz Hussain, Shah Khalid, Wali Khan Mashwani, Jeonghwan Gwak
2021 J jnl
Competitive MA-DRL for Transmit Power Pool Design in Semi-Grant-Free NOMA Systems.
CoRR
Muhammad Fayaz, Wenqiang Yi, Yuanwei Liu, Arumugam Nallanathan
2021 J jnl
Hybrid Sliding Mode Control of Full-Car Semi-Active Suspension Systems.
Symmetry
Ayman Aljarbouh, Muhammad Fayaz, Muhammad Shuaib Qureshi, Younes Boujoudar
2021 J jnl
Machine learning-based EEG signals classification model for epileptic seizure detection.
Multim. Tools Appl.
Aayesha, Muhammad Bilal Qureshi, Muhammad Afzaal, Muhammad Shuaib Qureshi, Muhammad Fayaz
2021 J jnl
The effect of combined aids on users performance in collaborative virtual environments.
Multim. Tools Appl.
Shah Khalid, Sehat Ullah, Numan Ali, Aftab Alam, Nasir Rasheed, Muhammad Fayaz, Masood Ahmad
2021 J jnl
Transmit Power Pool Design for Grant-Free NOMA-IoT Networks via Deep Reinforcement Learning.
IEEE Trans. Wirel. Commun.
Muhammad Fayaz, Wenqiang Yi, Yuanwei Liu, Arumugam Nallanathan
2021 — conf
Transmit Power Pool Design for Uplink IoT Networks with Grant-free NOMA.
ICC
Muhammad Fayaz, Wenqiang Yi, Yuanwei Liu, Arumugam Nallanathan
2020 J jnl
A Water Supply Pipeline Risk Analysis Methodology Based on DIY and Hierarchical Fuzzy Inference.
Symmetry
Muhammad Fayaz, Quoc Bao Pham, Nguyen Thi Thuy Linh, Pham Thi Thao Nhi, Dao Nguyen Khoi, Muhammad Shuaib Qureshi, Abdul Salam Shah, Shah Khalid
2020 J jnl
A comparative analysis of resource allocation schemes for real-time services in high-performance computing systems.
Int. J. Distributed Sens. Networks
Muhammad Shuaib Qureshi, Muhammad Bilal Qureshi, Muhammad Fayaz, Wali Khan Mashwani, Samir Brahim Belhaouari, Saima Hassan, Asadullah Shah
2020 J jnl
ANN Based Learning to Kalman Filter Algorithm for Indoor Environment Prediction in Smart Greenhouse.
IEEE Access
Israr Ullah, Muhammad Fayaz, Nasir Naveed, Dohyeun Kim
2020 J jnl
An Energy and Performance Aware Scheduler for Real-Time Tasks in Cloud Datacentres.
IEEE Access
Hashim Ali, Muhammad Shuaib Qureshi, Muhammad Bilal Qureshi, Ayaz Ali Khan, Muhammad Zakarya, Muhammad Fayaz
2020 J jnl
Dynamic User Preference Parameters Selection and Energy Consumption Optimization for Smart Homes Using Deep Extreme Learning Machine and Bat Algorithm.
IEEE Access
Abdul Salam Shah, Haidawati Nasir, Muhammad Fayaz, Adidah Lajis, Israr Ullah, Asadullah Shah
2020 J jnl
Ensemble Machine Learning Model for Classification of Spam Product Reviews.
Complex.
Muhammad Fayaz, Atif Khan, Javid Ur Rahman, Abdullah Alharbi, Muhammad Irfan Uddin, Bader Alouffi
2020 J jnl
Hybrid Modelling and Sliding Mode Control of Semi-Active Suspension Systems for Both Ride Comfort and Road-Holding.
Symmetry
Ayman Aljarbouh, Muhammad Fayaz
2020 J jnl
Non-Standard Analysis for Regularization of Geometric-Zeno Behaviour in Hybrid Systems.
Syst.
Ayman Aljarbouh, Muhammad Fayaz, Muhammad Shuaib Qureshi
2020 J jnl
Transmit Power Pool Design for Grant-Free NOMA-IoT Networks via Deep Reinforcement Learning.
CoRR
Muhammad Fayaz, Wenqiang Yi, Yuanwei Liu, Arumugam Nallanathan
2019 J jnl
A Review on Energy Consumption Optimization Techniques in IoT Based Smart Building Environments.
CoRR
Abdul Salam Shah, Haidawati Nasir, Muhammad Fayaz, Adidah Lajis, Asadullah Shah
2019 J jnl
A Review on Energy Consumption Optimization Techniques in IoT Based Smart Building Environments.
Inf.
Abdul Salam Shah, Haidawati Nasir, Muhammad Fayaz, Adidah Lajis, Asadullah Shah
2019 J jnl
A Stochastic Approach Towards Travel Route Optimization and Recommendation Based on Users Constraints Using Markov Chain.
IEEE Access
Shabir Ahmad, Israr Ullah, Faisal Mehmood, Muhammad Fayaz, Dohyeun Kim
2019 J jnl
An efficient energy consumption and user comfort maximization methodology based on learning to optimization and learning to control algorithms.
J. Intell. Fuzzy Syst.
Muhammad Fayaz, Israr Ullah, Abdul Salam Shah, DoHyuen Kim
2019 J jnl
Improving Accuracy of the Kalman Filter Algorithm in Dynamic Conditions Using ANN-Based Learning Module.
Symmetry
Israr Ullah, Muhammad Fayaz, Dohyeun Kim
2016 Misc conf
A Simple, Fast and Near Optimal Approximation Algorithm for Optimization of Un-Weighted Minimum Vertex Cover.
FIT
Muhammad Fayaz, Shakeel Arshad, Umar Zaman, Akhlaque Ahmad
2015 Misc conf
Clever Steady Strategy Algorithm: A Simple and Efficient Approximation Algorithm for Minimum Vertex Cover Problem.
FIT
Muhammad Fayaz, Shakeel Arshad