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Muhammad Fayaz
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2020 – today
- 2024
- [j35]Amjad Ali, Imran Taj, Shahid Iqbal, Muhammad Fayaz, Asad Masood Khattak, Bashir Hayat:
Mixed Criticality Multicore Compositional Framework. IEEE Access 12: 129417-129433 (2024) - [j34]Muhammad Fayaz, L. Minh Dang, Hyeonjoon Moon:
Enhancing land cover classification via deep ensemble network. Knowl. Based Syst. 305: 112611 (2024) - [j33]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): 3273-3289 (2024) - [j32]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): 178-189 (2024) - 2023
- [j31]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: 4577581:1-4577581:22 (2023) - [j30]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): 3509-3525 (2023) - [j29]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: 68-76 (2023) - [j28]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): 460-484 (2023) - [j27]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): 10119-10132 (2023) - [j26]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): 366-370 (2023) - [c8]Jawad Haider, Muhammad Fayaz, Muhammad Shuaib Qureshi:
Enhancing Brain MRI Classification Through a Hybrid Machine Learning Methodology. CoDIT 2023: 1996-2001 - [c7]Bashir Alam, Azmat Hussain, Muhammad Fayaz:
An Effective Approach for Air Quality Prediction in Bishkek Based on Machine Learning techniques. ICAAI 2023: 42-47 - 2022
- [j25]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: 2524491:1-2524491:13 (2022) - [j24]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): 433-457 (2022) - [j23]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): 25300-25323 (2022) - [j22]Muhammad Fayaz, Atif Khan, Muhammad Bilal, Sana Ullah Khan:
Machine learning for fake news classification with optimal feature selection. Soft Comput. 26(16): 7763-7771 (2022) - [c6]Muhammad Fayaz, Wenqiang Yi, Yuanwei Liu, Arumugam Nallanathan:
Multi-Agent DRL for Mitigating Power Collisions in SGF-NOMA Systems. GLOBECOM 2022: 1509-1514 - [c5]Muhammad Fayaz, Wenqiang Yi, Yuanwei Liu, Arumugam Nallanathan:
Throughput Optimization for SGF-NOMA via Distributed DRL with Prioritized Experience Replay. ICC 2022: 5178-5183 - [c4]Abdullah Alajmi, Muhammad Fayaz, Waleed Ahsan, Arumugam Nallanathan:
Soft Actor Critic Framework for Resource Allocation in Backscatter-NOMA Networks. LATINCOM 2022: 1-6 - [i4]Muhammad Bilal Qureshi, Hyeok Kim, Muhammad Fayaz, Pravin Pawar:
Comparative Analysis of Time Series Forecasting Approaches for Household Electricity Consumption Prediction. CoRR abs/2207.01019 (2022) - 2021
- [j21]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: 61548-61564 (2021) - [j20]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: 159146-159159 (2021) - [j19]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: 5515701:1-5515701:24 (2021) - [j18]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: 6577492:1-6577492:10 (2021) - [j17]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): 9371-9391 (2021) - [j16]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): 17849-17877 (2021) - [j15]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): 7480 (2021) - [j14]Ayman Aljarbouh, Muhammad Fayaz, Muhammad Shuaib Qureshi, Younes Boujoudar:
Hybrid Sliding Mode Control of Full-Car Semi-Active Suspension Systems. Symmetry 13(12): 2442 (2021) - [j13]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): 7626-7641 (2021) - [c3]Muhammad Fayaz, Wenqiang Yi, Yuanwei Liu, Arumugam Nallanathan:
Transmit Power Pool Design for Uplink IoT Networks with Grant-free NOMA. ICC 2021: 1-6 - [i3]Muhammad Fayaz, Wenqiang Yi, Yuanwei Liu, Arumugam Nallanathan:
Competitive MA-DRL for Transmit Power Pool Design in Semi-Grant-Free NOMA Systems. CoRR abs/2106.11190 (2021) - 2020
- [j12]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: 159371-159388 (2020) - [j11]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: 161288-161303 (2020) - [j10]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: 204744-204762 (2020) - [j9]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: 8857570:1-8857570:10 (2020) - [j8]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): 155014772093275 (2020) - [j7]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): 44 (2020) - [j6]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): 1286 (2020) - [j5]Ayman Aljarbouh, Muhammad Fayaz, Muhammad Shuaib Qureshi:
Non-Standard Analysis for Regularization of Geometric-Zeno Behaviour in Hybrid Systems. Syst. 8(2): 15 (2020) - [i2]Muhammad Fayaz, Wenqiang Yi, Yuanwei Liu, Arumugam Nallanathan:
Transmit Power Pool Design for Grant-Free NOMA-IoT Networks via Deep Reinforcement Learning. CoRR abs/2012.06881 (2020)
2010 – 2019
- 2019
- [j4]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: 90760-90776 (2019) - [j3]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): 108 (2019) - [j2]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): 6683-6706 (2019) - [j1]Israr Ullah, Muhammad Fayaz, DoHyeun Kim:
Improving Accuracy of the Kalman Filter Algorithm in Dynamic Conditions Using ANN-Based Learning Module. Symmetry 11(1): 94 (2019) - [i1]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 abs/1904.09821 (2019) - 2016
- [c2]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: 176-180 - 2015
- [c1]Muhammad Fayaz, Shakeel Arshad:
Clever Steady Strategy Algorithm: A Simple and Efficient Approximation Algorithm for Minimum Vertex Cover Problem. FIT 2015: 277-282
Coauthor Index
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last updated on 2024-11-27 20:30 CET by the dblp team
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