Muhammad Ilyas

25 papers Journal 15Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Two-Way Survey of Intrinsically Interpretable Deep Learning for Tabular Data: Bridging Methods and Systems.
IEEE Access
Muhammad Ilyas, Kenenna Okafor, Fahad Sohrab, Pekka Abrahamsson
2026 J jnl
PUF-Enabled Key-Exchange Protocol for Vehicular Ad-Hoc Networks.
IEEE Trans. Intell. Transp. Syst.
Khalid Mahmood, Zahid Ghaffar, Muhammad Farooq, Muhammad Ilyas, Ashok Kumar Das, Shehzad Ashraf Chaudhry
2025 — conf
Hybrid Reinforcement Learning and Backpressure Scheduling for Scalable Serverless Systems.
SNAMS
Ibtihel Bououn, Muhammad Ilyas
2025 — conf
Reliable Cloud-Assisted IoT Network Monitoring Using Hybrid CPJTABE-THKSCC and LCA-BST-based Data Authentication and Anomaly Detection.
ICECET
Zaid Abdulsalm Ibrahim, Muhammad Ilyas
2025 — conf
Tackling Class Imbalance and Model Transparency in Interpretable Machine Learning for Term Deposit Prediction.
SNAMS
Kenenna Okafor, Muhammad Ilyas, Qutaibah Althebyan
2025 J jnl
Unique MIMO System Using Gaussian Signals and the Advantage of These Signals in Sensing CSI and Multipath Fading.
Int. J. Commun. Syst.
Salam Alyassri, Muhammad Ilyas, Mustafa S. Aljumaily, Saif Aljumaili, Adil Deniz Duru
2024 J jnl
Data Transmission Enhancement Using Optimal Coding Technique Over
Big Data
Mohanad Ahmed Mezher, Sadia Din, Muhammad Ilyas, Oguz Bayat, Qammer Hussain Abbasi, Imran Ashraf
2024 J jnl
Malware Detection With Subspace Learning-Based One-Class Classification.
IEEE Access
Hasan H. Al-Khshali, Muhammad Ilyas, Fahad Sohrab, Moncef Gabbouj
2023 J jnl
A survey on state of the inter body radio communication channel: Performance and solutions.
Trans. Emerg. Telecommun. Technol.
Mohanad Mezher, Amjed Razzaq Alabbas, Muhammad Ilyas
2022 J jnl
Novel partial overlapped gaussian pulse multi-access system aided by data analysis.
Comput. Electr. Eng.
Salam Alyassri, Muhammad Ilyas, Ali Marhoon, Oguz Bayat
2022 J jnl
YOLO-V3 based real-time drone detection algorithm.
Multim. Tools Appl.
Hamid R. Alsanad, Amin Z. Sadik, Osman N. Uçan, Muhammad Ilyas, Oguz Bayat
2021 — conf
Automatic Detection of Vehicle Congestion by Using Roadside Unit.
AIIoT
Zainab Ali Abbood, Muhammad Ilyas, Cagatay Aydin, Mahmoud Shuker Mahmoud, Nida Abdulredha
2021 J jnl
Performance enhancement of safety message communication via designing dynamic power control mechanisms in vehicular ad hoc networks.
Comput. Intell.
Amjed Razzaq Alabbas, Layth A. Hassnawi, Muhammad Ilyas, Haris Pervaiz, Qammer H. Abbasi, Oguz Bayat
2021 J jnl
Resolving Energy Consumption Issues and Spectrum Allocation for Future Broadband Networks.
IEEE Access
Sinan Najamaldeen Azzah, Sadia Din, Muhammad Ilyas, Imran Ashraf, Gyu Sang Choi
2020 — conf
Cloud Assisted Approach for Determining WiFi Problems in Field Deployed Mesh APs - A Case Study for Quality Problems.
SIU
Oguz Demirtas, Muhammad Ilyas
2020 — conf
Effect of PE File Header Features on Accuracy.
SSCI
Hasan H. Al-Khshali, Muhammad Ilyas, Osman N. Uçan
2020 J jnl
Energy Harvested and Cooperative Enabled Efficient Routing Protocol (EHCRP) for IoT-WBAN.
Sensors
Muhammad Dawood Khan, Zahid Ullah, Arshad Ahmad, Bashir Hayat, Ahmad Almogren, Kyong Hoon Kim, Muhammad Ilyas, Muhammad Ali
2020 — conf
Performance Optimization of Microstrip Patch Antenna Using Frequency Selective Surfaces for 60 GHz.
SIU
Ehab Dh. Hussein, Nidal Qasem, Maryam S. Jameel, Muhammad Ilyas, Oguz Bayat
2020 J jnl
Real-Time Fuel Truck Detection Algorithm Based on Deep Convolutional Neural Network.
IEEE Access
Hamid R. Alsanad, Osman N. Uçan, Muhammad Ilyas, Atta ur Rehman Khan, Oguz Bayat
2020 J jnl
Trust-based energy-efficient routing protocol for Internet of things-based sensor networks.
Int. J. Distributed Sens. Networks
Muhammad Ilyas, Zahid Ullah, Fakhri Alam Khan, Muhammad Hasanain Chaudary, Muhamad Sheraz Arshed Malik, Zafar Zaheer, Hamood Ur Rehman Durrani
2019 J jnl
Evaluation of ultra-wideband in vivo radio channel and its effects on system performance.
Trans. Emerg. Telecommun. Technol.
Muhammad Ilyas, Osman N. Uçan, Oguz Bayat, Ali Arshad Nasir, Muhammad Ali Imran, Akram Alomainy, Qammer H. Abbasi
2018 — conf
Experimental analysis of ultra wideband in vivo radio channel.
SIU
Muhammad Ilyas, Oguz Bayat, Qammer H. Abbasi
2018 J jnl
Mathematical Modeling of Ultra Wideband in Vivo Radio Channel.
IEEE Access
Muhammad Ilyas, Osman Nuri Uçan, Oguz Bayat, Xiaodong Yang, Qammer H. Abbasi
2018 — —
Mathematical modeling and characteristics analysis of ultra-wideband ın vivo radio channel (Ultra geniş bantli in vivo radyo kanalinin matematiksel modellemesi ve karakteristik analizi)
Muhammad Ilyas
2015 — conf
Indoor location estimation by using MLE based algorithm on smallcell networks.
SIU
Muhammad Ilyas, Oguz Bayat, Ömer Ileri