17 citations · 36 across the 9 of their papers we have counts for
9 papers
HiRes: A Hierarchical Cascaded Method for Resistor Value Identification
Rama Y. AlHamidi, Aseel A. Mohamed, Mustafa A. Eltayeb +2
Accurate identification of resistor values from unconstrained images remains a challenging computer vision task due to variations in lighting, orientation, scale, and background co…
CleftGAN: Adapting A Style-Based Generative Adversarial Network To Create Images Depicting Cleft Lip Deformity
Abdullah Hayajneh, Erchin Serpedin, Mohammad Shaqfeh +2
A major obstacle when attempting to train a machine learning system to evaluate facial clefts is the scarcity of large datasets of high-quality, ethics board-approved patient image…
Unsupervised Anomaly Appraisal of Cleft Faces Using a StyleGAN2-based Model Adaptation Technique
Abdullah Hayajneh, Mohammad Shaqfeh, Erchin Serpedin +1
This paper presents a novel machine learning framework to consistently detect, localize and rate congenital cleft lip anomalies in human faces. The goal is to provide a universal,…
Multi-Task and Transfer Learning for Federated Learning Applications
Cihat Keçeci, Mohammad Shaqfeh, Hayat Mbayed +1
Federated learning enables many applications benefiting distributed and private datasets of a large number of potential data-holding clients. However, different clients usually hav…
Clustered Scheduling and Communication Pipelining For Efficient Resource Management Of Wireless Federated Learning
Cihat Keçeci, Mohammad Shaqfeh, Fawaz Al-Qahtani +2
This paper proposes using communication pipelining to enhance the wireless spectrum utilization efficiency and convergence speed of federated learning in mobile edge computing appl…
Utility of Traffic Information in Dynamic Routing: Is Sharing Information Always Useful?
Mohammad Shaqfeh, Salah Hessien, Erchin Serpedin
Real-time traffic information can be utilized to enhance the efficiency of transportation networks by dynamically updating routing plans to mitigate traffic jams. However, an inter…
Robust Layered Transmission in Secure MISO Multiuser Unicast Cognitive Radio Systems
Derrick Wing Kwan Ng, Mohammad Shaqfeh, Robert Schober +1
This paper studies robust resource allocation algorithm design for a multiuser multiple-input single-output (MISO) cognitive radio (CR) downlink communication network. We focus on…
Joint Power and Resource Allocation for Block-Fading Relay-Assisted Broadcast Channels
Mohammad Shaqfeh, Hussein Alnuweiri
We provide the solution for optimizing the power and resource allocation over block-fading relay-assisted broadcast channels in order to maximize the long term average achievable r…
Multiuser Switched Diversity Scheduling Schemes
Mohammad Shaqfeh, Hussein Alnuweiri, Mohamed-Slim Alouini
Multiuser switched-diversity scheduling schemes were recently proposed in order to overcome the heavy feedback requirements of conventional opportunistic scheduling schemes by appl…