Muhammad Irfan

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 51

Top Topics

Convolutional Neural Network

Fault Identification

Tumor Classification

Top Venues

Comput. Syst. Sci. Eng.

Publications

Saleh Almasabi, Ahmad Shaf, Tariq Ali, Maryam Zafar, Muhammad Irfan, Turki Alsuwian
Securing Smart Grid Data With Blockchain and Wireless Sensor Networks: A Collaborative Approach. IEEE Access 12 (2024)
Abdullah A. Asiri, Ahmad Shaf, Tariq Ali, Muhammad Ahmad Pasha, Aiza Khan, Muhammad Irfan, Saeed Alqahtani, Ahmad Joman Alghamdi, Ali H. Alghamdi, Abdullah Fahad A. Alshamrani, Magbool Alelyani, Sultan Alamri
Advancing brain tumor detection: harnessing the Swin Transformer's power for accurate classification and performance analysis. PeerJ Comput. Sci. 10 (2024)
Abdullah A. Asiri, Toufique Ahmed Soomro, Ahmed Ali Shah, Ganna Pogrebna, Muhammad Irfan, Saeed Alqahtani
Optimized Brain Tumor Detection: A Dual-Module Approach for MRI Image Enhancement and Tumor Classification. IEEE Access 12 (2024)
Mimonah Al Qathrady, Ahmad Shaf, Tariq Ali, Umar Farooq, Aqib Rehman, Samar M. Alqhtani, Mohammed S. Alshehri, Sultan Almakdi, Muhammad Irfan, Saifur Rahman, Ladon Ahmed Bade Eljak
A Novel Web Framework for Cervical Cancer Detection System: A Machine Learning Breakthrough. IEEE Access 12 (2024)
Omar AlShorman, Muhammad Irfan, Ra'Ed Bani-Abdelrahman, Mahmoud Masadeh, Ahmad Alshorman, Muhammad Aman Sheikh, Nordin Bin Saad, Saifur Rahman
Advancements in condition monitoring and fault diagnosis of rotating machinery: A comprehensive review of image-based intelligent techniques for induction motors. Eng. Appl. Artif. Intell. 130 (2024)
Anum Nawaz, Liguan Wang, Muhammad Irfan, Tomi Westerlund
Hyperledger sawtooth based supplychain traceability system for counterfeit drugs. Comput. Ind. Eng. 190 (2024)
Muhammad Irfan, Hafza Ayesha Siddiqa, Abdelwahed Nahli, Chen Chen, Yan Xu, Laishuan Wang, Anum Nawaz, Abdulhamit Subasi, Tomi Westerlund, Wei Chen
An Ensemble Voting Approach With Innovative Multi-Domain Feature Fusion for Neonatal Sleep Stratification. IEEE Access 12 (2024)
Abdullah A. Asiri, Ahmad Shaf, Tariq Ali, Muhammad Aamir, Muhammad Irfan, Saeed Alqahtani
Enhancing brain tumor diagnosis: an optimized CNN hyperparameter model for improved accuracy and reliability. PeerJ Comput. Sci. 10 (2024)
Muhammad Ismail, Fazal Muhammad, Zeeshan Shafiq, Muhammad Irfan, Saifur Rahman, Salim Nasar Faraj Mursal, Grzegorz Nowakowski, Eduard Zharikov
Line-of-Sight-Based Coordinated Channel Resource Allocation Management in UAV-Assisted Vehicular Ad Hoc Networks. IEEE Access 12 (2024)
Muhammad Irfan, Zohaib Mushtaq, Nabeel Ahmed Khan, Salim Nasar Faraj Mursal, Saifur Rahman, Muawia Abdelkafi Magzoub, Muhammad Armghan Latif, Faisal AlThobiani, Imran Khan Yousufzai, Ghulam Abbas
A Scalo Gram-Based CNN Ensemble Method With Density-Aware SMOTE Oversampling for Improving Bearing Fault Diagnosis. IEEE Access 11 (2023)
Elnazeer Ali Hamid Abdalla, Mahesh Kumar, Izzeldin Idris Abdalla, Salah Eldeen Gasim Mohamed, Amir Mahmood Soomro, Muhammad Irfan, Saifur Rahman, Grzegorz Nowakowski
Modeling and Optimization of Isolated Combined Heat and Power Microgrid for Managing Universiti Teknologi PETRONAS Energy. IEEE Access 11 (2023)
Muhammad Armghan Latif, Noor Afshan, Zohaib Mushtaq, Nabeel Ahmed Khan, Muhammad Irfan, Grzegorz Nowakowski, Samar M. Alqhtani, Salim Nasar Faraj Mursal, Sergii Telenyk
Enhanced Classification of Coffee Leaf Biotic Stress by Synergizing Feature Concatenation and Dimensionality Reduction. IEEE Access 11 (2023)
Anum Nawaz, Muhammad Irfan, Hafza Ayesha Siddiqa, Tomi Westerlund
Edge Based Skin Cancer Decision Support System Using Machine Learning Algorithms. DASC/PiCom/CBDCom/CyberSciTech (2023)
Hamad Ali Abosaq, Muhammad Ramzan, Faisal AlThobiani, Adnan Abid, Khalid Mahmood Aamir, Hesham Abdushkour, Muhammad Irfan, Mohammad E. Gommosani, Saleh Mohammed Ghonaim, V. R. Shamji, Saifur Rahman
Unusual Driver Behavior Detection in Videos Using Deep Learning Models. Sensors 23 (1) (2023)
Abdullah A. Asiri, Ahmad Shaf, Tariq Ali, Muhammad Ahmad Pasha, Muhammad Aamir, Muhammad Irfan, Saeed Alqahtani, Ahmad Joman Alghamdi, Ali H. Alghamdi, Abdullah Fahad A. Alshamrani, Magbool Alelyani, Sultan Alamri
Advancing Brain Tumor Classification through Fine-Tuned Vision Transformers: A Comparative Study of Pre-Trained Models. Sensors 23 (18) (2023)
Anum Nawaz, Muhammad Irfan, Tomi Westerlund
. FMEC (2023)
Abdullah A. Asiri, Muhammad Aamir, Tariq Ali, Ahmad Shaf, Muhammad Irfan, Khlood M. Mehdar, Samar M. Alqhtani, Ali H. Alghamdi, Abdullah Fahad A. Alshamrani, Osama Mohammed Alshehri
Next-Gen brain tumor classification: pioneering with deep learning and fine-tuned conditional generative adversarial networks. PeerJ Comput. Sci. 9 (2023)
Muhammad Irfan, Shun Peng, Barkoum Betra Felix, Noman Mustafa, Saadullah Farooq Abbasi, Abdelwahed Nahli, Abdulhamit Subasi, Tomi Westerlund, Wei Chen
An IoT-Based Noncontact ECG System: Sole of the Feet/Hands Palm. IEEE Internet Things J. 10 (21) (2023)
Ming Yin, Toufique Ahmed Soomro, Fayyaz Ali Jandan, Ayoub Fatihi, Faisal Bin Ubaid, Muhammad Irfan, Ahmed J. Afifi, Saifur Rahman, Sergii Telenyk, Grzegorz Nowakowski
Dual-Branch U-Net Architecture for Retinal Lesions Segmentation on Fundus Image. IEEE Access 11 (2023)
Saeed Ali Alsareii, Muhammad Awais, Abdulrahman Manaa Alamri, Mansour Yousef AlAsmari, Muhammad Irfan, Mohsin Raza, Umer Manzoor
Machine-Learning-Enabled Obesity Level Prediction Through Electronic Health Records. Comput. Syst. Sci. Eng. 46 (3) (2023)
Chaudhary Hassan Abbas Gondal, Muhammad Irfan, Sarmad Shafique, Muhammad Salman Bashir, Mansoor Ahmed, Osama Mohammed Alshehri, Hassan H. Almasoudi, Samar M. Alqhtani, Mohammed M. Jalal, Malik A. Altayar, Khalaf F. Alsharif
Automated Leukemia Screening and Sub-types Classification Using Deep Learning. Comput. Syst. Sci. Eng. 46 (3) (2023)
Muhammad Irfan, Wasi Ur Rehman Khan, Sadiq Ullah, Naveed Mufti, Muhammad Fawad Khan, Rizwan Ullah, Usman Ali, Fazal Muhammad, Faisal AlThobiani, Mohammed Alshareef, Shadi Alghaffari, Saifur Rehman, V. R. Shamji
Cactus-Shaped Frequency Reconfigurable Antenna for Sub 10 GHz Wireless Applications. Comput. Syst. Sci. Eng. 45 (3) (2023)
Muhammad Irfan, Zohaib Mushtaq, Nabeel Ahmed Khan, Faisal AlThobiani, Salim Nasar Faraj Mursal, Saifur Rahman, Muawia Abdelkafi Magzoub, Muhammad Armghan Latif, Imran Khan Yousufzai
Improving Bearing Fault Identification by Using Novel Hybrid Involution-Convolution Feature Extraction With Adversarial Noise Injection in Conditional GANs. IEEE Access 11 (2023)
Abdullah A. Asiri, Ahmad Shaf, Tariq Ali, Maryam Zafar, Muhammad Ahmad Pasha, Muhammad Irfan, Saeed Alqahtani, Ahmad Joman Alghamdi, Ali H. Alghamdi, Abdullah Fahad A. Alshamrani, Maqbool Aleylyani, Sultan Alamri
Enhancing Brain Tumor Diagnosis: Transitioning From Convolutional Neural Network to Involutional Neural Network. IEEE Access 11 (2023)
Muhammad Irfan, C. H. Anwar ul Hassan, Faisal AlThobiani, Nasir Ayub, Raja Jalees ul Hussen Khan, Emad Ismat Ghandourah, Majid A. Almas, Saleh Mohammed Ghonaim, V. R. Shamji, Saifur Rahman
Power Scheduling with Max User Comfort in Smart Home: Performance Analysis and Tradeoffs. Comput. Syst. Sci. Eng. 46 (2) (2023)
Ali Usman Gondal, Javed Ferzund, Ahmad Shaf, Muhammad Aamir, Samar M. Alqhtani, Khlood M. Mehdar, Hanan Talal Halawani, Hassan A Alshamrani, Abdullah A. Asiri, Muhammad Irfan
Enhanced Adaptive Brain-Computer Interface Approach for Intelligent Assistance to Disabled Peoples. Comput. Syst. Sci. Eng. 46 (2) (2023)
Muhannad Faleh Alanazi, Muhammad Umair Ali, Shaik Javeed Hussain, Amad Zafar, Mohammed Mohatram, Muhammad Irfan, Raed Alruwaili, Mubarak Alruwaili, Naif H. Ali, Anas Mohammad Albarrak
Brain Tumor/Mass Classification Framework Using Magnetic-Resonance-Imaging-Based Isolated and Developed Transfer Deep-Learning Model. Sensors 22 (1) (2022)
Ghulam Ali, Tariq Ali, Insha Ul Hassan, Ahmad Shaf, Muhammad Irfan, Grzegorz Nowakowski, Kazimierz Kielkowicz, Adam Glowacz, Samar M. Alqhtani
A Novel Routing Protocol Based on Elliptical Shaped Movement of Autonomous Underwater Vehicles in Data Gathering Process for Underwater Wireless Sensor Network. Sensors 22 (14) (2022)
Yassir Edrees Almalki, Amsa Imam Din, Muhammad Ramzan, Muhammad Irfan, Khalid Mahmood Aamir, Abdullah Almalki, Saud Alotaibi, Ghada Alaglan, Hassan A Alshamrani, Saifur Rahman
Deep Learning Models for Classification of Dental Diseases Using Orthopantomography X-ray OPG Images. Sensors 22 (19) (2022)
Saleh Almasabi, Turki Alsuwian, Muhammad Awais, Muhammad Irfan, Mohammad Jalalah, Belqasem Aljafari, Farid A. Harraz
False Data Injection Detection for Phasor Measurement Units. Sensors 22 (9) (2022)
Saeed Ali Alsareii, Mohsin Raza, Abdulrahman Manaa Alamri, Mansour Yousef AlAsmari, Muhammad Irfan, Umar F. Khan, Muhammad Awais
Machine Learning and Internet of Things Enabled Monitoring of Post-Surgery Patients: A Pilot Study. Sensors 22 (4) (2022)
Usman Illahi, Javed Iqbal, Muhammad Irfan, Mohamad Ismail Sulaiman, Muhammad Abbas Khan, Abdul Rauf, Inam Bari, Mujeeb Abdullah, Fazal Muhammad, Grzegorz Nowakowski, Adam Glowacz
A Novel Design and Development of a Strip-Fed Circularly Polarized Rectangular Dielectric Resonator Antenna for 5G NR Sub-6 GHz Band Applications. Sensors 22 (15) (2022)
Yassir Edrees Almalki, Toufique Ahmed Soomro, Muhammad Irfan, Sharifa Khalid Alduraibi, Ahmed Ali Shah
Impact of Image Enhancement Module for Analysis of Mammogram Images for Diagnostics of Breast Cancer. Sensors 22 (5) (2022)
Muhammad Irfan, Abdullah S. Alwadie, Adam Glowacz, Muhammad Awais, Saifur Rahman, Mohammad Kamal Asif Khan, Mohammad Jalalah, Omar Alshorman, Wahyu Caesarendra
A Novel Feature Extraction and Fault Detection Technique for the Intelligent Fault Identification of Water Pump Bearings. Sensors 21 (12) (2021)
Saleh Almasabi, Turki Alsuwian, Ehtasham Javed, Muhammad Irfan, Mohammad Jalalah, Belqasem Aljafari, Farid A. Harraz
A Novel Technique to Detect False Data Injection Attacks on Phasor Measurement Units. Sensors 21 (17) (2021)
Ali Usman Gondal, Muhammad Imran Sadiq, Tariq Ali, Muhammad Irfan, Ahmad Shaf, Muhammad Aamir, Muhammad Shoaib, Adam Glowacz, Ryszard Tadeusiewicz, Eliasz Kantoch
Real Time Multipurpose Smart Waste Classification Model for Efficient Recycling in Smart Cities Using Multilayer Convolutional Neural Network and Perceptron. Sensors 21 (14) (2021)
Umar Draz, Sana Yasin, Muhammad Irfan, Tariq Ali, Amjad Ali, Adam Glowacz, Frantisek Brumercik, Witold Glowacz
TANVEER: Tri-Angular Nearest Vector-Based Energy Efficient Routing for IoT-Enabled Acoustic Sensor and Actor Networks (I-ASANs). Sensors 21 (11) (2021)
Muhammad Aamir, Tariq Ali, Muhammad Irfan, Ahmad Shaf, Muhammad Zeeshan Azam, Adam Glowacz, Frantisek Brumercik, Witold Glowacz, Samar Alqhtani, Saifur Rahman
Natural Disasters Intensity Analysis and Classification Based on Multispectral Images Using Multi-Layered Deep Convolutional Neural Network. Sensors 21 (8) (2021)
Tariq Ali, Abdul Rasheed Razwan, Imran Baig, Muhammad Irfan, Umar Draz
Efficient Shadow Encoding Scheme Towards Power Spectrum Density in Digital Network Communication. Wirel. Pers. Commun. 119 (4) (2021)
Sana Yasin, Nasrullah Iqbal, Tariq Ali, Umar Draz, Ali Alqahtani, Muhammad Irfan, Abdul Rehman, Adam Glowacz, Samar Alqhtani, Klaudia Proniewska, Frantisek Brumercik, Lukasz Wzorek
Severity Grading and Early Retinopathy Lesion Detection through Hybrid Inception-ResNet Architecture. Sensors 21 (20) (2021)
Tariq Ali, Abdullah S. Alwadie, Abdul Rasheed Rizwan, Ahthasham Sajid, Muhammad Irfan, Muhammad Awais
Moving towards IoT Based Digital Communication: An Efficient Utilization of Power Spectrum Density for Smart Cities. Sensors 20 (10) (2020)
Sarwat Iqbal, Muhammad Irfan, Kamran Ahsan, Muhammad Azhar Hussain, Muhammad Awais, Muhammad Shiraz, Mohammed Hamdi, Abdullah Alghamdi
A Novel Mobile Wallet Model for Elderly Using Fingerprint as Authentication Factor. IEEE Access 8 (2020)
Tariq Ali, Muhammad Irfan, Ahmad Shaf, Abdullah S. Alwadie, Ahthasham Sajid, Muhammad Awais, Muhammad Aamir
A Secure Communication in IoT Enabled Underwater and Wireless Sensor Network for Smart Cities. Sensors 20 (15) (2020)
Muhammad Irfan, Naveed Ur Rehman, Faisal Khan, Fazal Muhammad, Abdullah S. Alwadie, Adam Glowacz
Partitioned Stator Switched Flux Machine: Novel Winding Configurations. Entropy 22 (9) (2020)
Muhammad Irfan, Farman Ali, Fazal Muhammad, Usman Habib, Abdullah S. Alwadie, Adam Glowacz, Ziaul Haq Abbas, Eliasz Kantoch
DSP-Assisted Nonlinear Impairments Tolerant 100 Gbps Optical Backhaul Network for Long-Haul Transmission. Entropy 22 (9) (2020)
Bakht Azam, Sami Ur Rahman, Muhammad Irfan, Muhammad Awais, Osama Mohammed Alshehri, Ahmed Saif, Mohammed Hassan Nahari, Mater H. Mahnashi
A Reliable Auto-Robust Analysis of Blood Smear Images for Classification of Microcytic Hypochromic Anemia Using Gray Level Matrices and Gabor Feature Bank. Entropy 22 (9) (2020)
Totok Prasetyo, Mochamad Denny Surindra, Wahyu Caesarendra, Taufik, Adam Glowacz, Muhammad Irfan, Witold Glowacz
Influence of Superheated Vapour in Organic Rankine Cycles with Working Fluid R123 Utilizing Low-Temperature Geothermal Resources. Symmetry 12 (9) (2020)
Maveeya Baba, Nursyarizal Bin Mohd Nor, Muhammad Aman Sheikh, Muhammad Irfan, Mohammad Tahir
A Strategic and Significant Method for the Optimal Placement of Phasor Measurement Unit for Power System Network. Symmetry 12 (7) (2020)
Tariq Ali, Khalid Masood, Muhammad Irfan, Umar Draz, Arfan Ali Nagra, Muhammad Asif, Bandar M. Alshehri, Adam Glowacz, Ryszard Tadeusiewicz, Mater H. Mahnashi, Sana Yasin
Multistage Segmentation of Prostate Cancer Tissues Using Sample Entropy Texture Analysis. Entropy 22 (12) (2020)
Muhammad Awais, Mohsin Raza, Kamran Ali, Zulfiqar Ali, Muhammad Irfan, Omer Chughtai, Imran Khan, Sunghwan Kim, Masood Ur Rehman
An Internet of Things Based Bed-Egress Alerting Paradigm Using Wearable Sensors in Elderly Care Environment. Sensors 19 (11) (2019)
Muhammad Irfan, Nordin Saad, Ansar Ali, K. Vinoth Kumar, Muhammad Aman Sheikh, Muhammad Awais
A Condition Monitoring System for the Analysis of Bearing Distributed Faults. UEMCON (2019)