Muhammad Sulaiman

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 36

Top Topics

Reinforcement Learning

Nearest Neighbour

Optimization Algorithm

Top Venues

Publications

Muhammad Sulaiman, Mahdieh Ahmadi, Bo Sun, Niloy Saha, Mohammad Ali Salahuddin, Raouf Boutaba, Aladdin Saleh
MicroOpt: Model-driven Slice Resource Optimization in 5G and Beyond Networks. CoRR (2024)
Muhammad Sulaiman, Arash Moayyedi, Mahdieh Ahmadi, Mohammad Ali Salahuddin, Raouf Boutaba, Aladdin Saleh
Coordinated Slicing and Admission Control Using Multi-Agent Deep Reinforcement Learning. IEEE Trans. Netw. Serv. Manag. 20 (2) (2023)
Muhammad Sulaiman, Mahdieh Ahmadi, Mohammad A. Salahuddin, Raouf Boutaba, Aladdin Saleh
Generalizable Resource Scaling of 5G Slices using Constrained Reinforcement Learning. NOMS (2023)
Muhammad Sulaiman, Mina Farmanbar, Ahmed Nabil Belbachir, Chunming Rong
Precision in Building Extraction: Comparing Shallow and Deep Models using LiDAR Data. CoRR (2023)
Muhammad Sulaiman, Mahdieh Ahmadi, Mohammad Ali Salahuddin, Raouf Boutaba, Aladdin Saleh
Generalizable Resource Scaling of 5G Slices using Constrained Reinforcement Learning. CoRR (2023)
Ghulam Mustafa, Abid Rauf, Ahmad Sami Al-Shamayleh, Muhammad Sulaiman, Wagdi Alrawagfeh, Muhammad Tanvir Afzal, Adnan Akhunzada
Optimizing Document Classification: Unleashing the Power of Genetic Algorithms. IEEE Access 11 (2023)
Naveed Ahmad Khan, Osamah Ibrahim Khalaf, Carlos Andrés Tavera Romero, Muhammad Sulaiman, Maharani A. Bakar
Application of Intelligent Paradigm through Neural Networks for Numerical Solution of Multiorder Fractional Differential Equations. Comput. Intell. Neurosci. 2022 (2022)
Muhammad Fawad Khan, Ebenezer Bonyah, Fahad Sameer Alshammari, Syed Muhammad Ghufran, Muhammad Sulaiman
Modelling and Analysis of Virotherapy of Cancer Using an Efficient Hybrid Soft Computing Procedure. Complex. 2022 (2022)
Naveed Ahmad Khan, Muhammad Sulaiman, Abdulah Jeza Aljohani, Maharani A. Bakar, Miftahuddin
Mathematical models of CBSC over wireless channels and their analysis by using the LeNN-WOA-NM algorithm. Eng. Appl. Artif. Intell. 107 (2022)
Muhammad Sulaiman, Arash Moayyedi, Mohammad A. Salahuddin, Raouf Boutaba, Aladdin Saleh
Multi-Agent Deep Reinforcement Learning for Slicing and Admission Control in 5G C-RAN. NOMS (2022)
Irfan Ur Rahman, Muhammad Sulaiman, Fawaz Khaled Alarfaj, Poom Kumam, Ghaylen Laouini
Investigation of Non-Linear MHD Jeffery-Hamel Blood Flow Model Using a Hybrid Metaheuristic Approach. IEEE Access 9 (2021)
Ashfaq Ahmad, Muhammad Sulaiman, Poom Kumam, Maharani A. Bakar, Miftahuddin
Analysis of a Mathematical Model for Drilling System With Reverse Air Circulation by Using the ANN-BHCS Technique. IEEE Access 9 (2021)
Muhammad Fawad Khan, Muhammad Sulaiman, Carlos Andrés Tavera Romero, Ali Alkhathlan
Falkner-Skan Flow with Stream-Wise Pressure Gradient and Transfer of Mass over a Dynamic Wall. Entropy 23 (11) (2021)
Wen Huang, Tianhua Jiang, Xiucheng Zhang, Naveed Ahmad Khan, Muhammad Sulaiman
Analysis of Beam-Column Designs by Varying Axial Load with Internal Forces and Bending Rigidity Using a New Soft Computing Technique. Complex. 2021 (2021)
Naveed Ahmad Khan, Muhammad Sulaiman, Poom Kumam, Maharani A. Bakar
Thermal Analysis of Conductive-Convective-Radiative Heat Exchangers With Temperature Dependent Thermal Conductivity. IEEE Access 9 (2021)
Naveed Ahmad Khan, Fahad Sameer Alshammari, Carlos Andrés Tavera Romero, Muhammad Sulaiman
Study of Nonlinear Models of Oscillatory Systems by Applying an Intelligent Computational Technique. Entropy 23 (12) (2021)
Muhammad Sulaiman, Zahid Halim, Muhammad Waqas, Dogan Aydin
A hybrid list-based task scheduling scheme for heterogeneous computing. J. Supercomput. 77 (9) (2021)
Naveed Ahmad Khan, Osamah Ibrahim Khalaf, Carlos Andrés Tavera Romero, Muhammad Sulaiman, Maharani A. Bakar
Application of Euler Neural Networks with Soft Computing Paradigm to Solve Nonlinear Problems Arising in Heat Transfer. Entropy 23 (8) (2021)
Zahid Halim, Muhammad Nadeem Yousaf, Muhammad Waqas, Muhammad Sulaiman, Ghulam Abbas, Masroor Hussain, Iftekhar Ahmad, Muhammad Hanif
An effective genetic algorithm-based feature selection method for intrusion detection systems. Comput. Secur. 110 (2021)
Yin Zhang, Jianqiang Lin, Zhenhuan Hu, Naveed Ahmad Khan, Muhammad Sulaiman
Analysis of Third-Order Nonlinear Multi-Singular Emden-Fowler Equation by Using the LeNN-WOA-NM Algorithm. IEEE Access 9 (2021)
Muhammad Fawad Khan, Muhammad Sulaiman, Carlos Andrés Tavera Romero, Ali Alkhathlan
A Hybrid Metaheuristic Based on Neurocomputing for Analysis of Unipolar Electrohydrodynamic Pump Flow. Entropy 23 (11) (2021)
Muhammad Sulaiman, Zahid Halim, Mustapha Lebbah, Muhammad Waqas, Shanshan Tu
An Evolutionary Computing-Based Efficient Hybrid Task Scheduling Approach for Heterogeneous Computing Environment. J. Grid Comput. 19 (1) (2021)
Yanmei Cui, Yong Hong, Naveed Ahmad Khan, Muhammad Sulaiman
Application of Soft Computing Paradigm to Large Deformation Analysis of Cantilever Beam under Point Load. Complex. 2021 (2021)
W. Waseem, Muhammad Sulaiman, Ahmad Alhindi, Hosam Alhakami
A Soft Computing Approach Based on Fractional Order DPSO Algorithm Designed to Solve the Corneal Model for Eye Surgery. IEEE Access 8 (2020)
Adnan Khan, Muhammad Sulaiman, Hosam Alhakami, Ahmad Alhindi
Analysis of Oscillatory Behavior of Heart by Using a Novel Neuroevolutionary Approach. IEEE Access 8 (2020)
Aqib Ali, Salman Qadri, Wali Khan Mashwani, Wiyada Kumam, Poom Kumam, Samreen Naeem, Atila Göktas, Farrukh Jamal, Christophe Chesneau, Sania Anam, Muhammad Sulaiman
Machine Learning Based Automated Segmentation and Hybrid Feature Analysis for Diabetic Retinopathy Classification Using Fundus Image. Entropy 22 (5) (2020)
Muhammad Sulaiman, Syed Ali Hassan, Haejoon Jung
True Detect: Deep Learning-Based Device-Free Activity Recognition Using WiFi. WCNC Workshops (2020)
Sohail Ahmad, Muhammad Sulaiman, Poom Kumam, Zubair Hussain, Muhammad Asif Jan, Wali Khan Mashwani, Masih Ullah
A novel population initialization strategy for accelerating Levy flights based multi-verse optimizer. J. Intell. Fuzzy Syst. 39 (1) (2020)
Ayaz Hussain Bukhari, Muhammad Asif Zahoor Raja, Muhammad Sulaiman, Saeed Islam, Muhammad Shoaib, Poom Kumam
Fractional Neuro-Sequential ARFIMA-LSTM for Financial Market Forecasting. IEEE Access 8 (2020)
Ashfaq Ahmad, Muhammad Sulaiman, Ahmad Alhindi, Abdulah Jeza Aljohani
Analysis of Temperature Profiles in Longitudinal Fin Designs by a Novel Neuroevolutionary Approach. IEEE Access 8 (2020)
Naveed Ahmad Khan, Muhammad Sulaiman, Abdulah Jeza Aljohani, Poom Kumam, Hussam Alrabaiah
Analysis of Multi-Phase Flow Through Porous Media for Imbibition Phenomena by Using the LeNN-WOA-NM Algorithm. IEEE Access 8 (2020)
Amjad Ali, Muhammad Hamraz, Poom Kumam, Dost Muhammad Khan, Umair Khalil, Muhammad Sulaiman, Zardad Khan
A k-Nearest Neighbours Based Ensemble via Optimal Model Selection for Regression. IEEE Access 8 (2020)
Muhammad Sulaiman, Ismat Samiullah, A. Hamdi, Zubair Hussain
An improved whale optimization algorithm for solving multi-objective design optimization problem of PFHE. J. Intell. Fuzzy Syst. 37 (3) (2019)
Muhammad Sulaiman, Sohail Ahmad, Javed Iqbal, Asfandyar Khan, Rahim Khan
Optimal Operation of the Hybrid Electricity Generation System Using Multiverse Optimization Algorithm. Comput. Intell. Neurosci. 2019 (2019)
Muhammad Sulaiman, Ashfaq Ahmad, Asfandyar Khan, Shakoor Muhammad
Hybridized Symbiotic Organism Search Algorithm for the Optimal Operation of Directional Overcurrent Relays. Complex. 2018 (2018)
Muhammad Sulaiman, Waseem, Shakoor Muhammad, Asfandyar Khan
Improved Solutions for the Optimal Coordination of DOCRs Using Firefly Algorithm. Complex. 2018 (2018)