485 citations · 1.1k across the 20 of their papers we have counts for
20 papers
Translational Quantum Machine Intelligence for Modeling Tumor Dynamics in Oncology
Nam Nguyen, Kwang-Cheng Chen
Quantifying the dynamics of tumor burden reveals useful information about cancer evolution concerning treatment effects and drug resistance, which play a crucial role in advancing…
Quantum Embedding Search for Quantum Machine Learning
Nam Nguyen, Kwang-Chen Chen
This paper introduces a novel quantum embedding search algorithm (QES, pronounced as "quest"), enabling search for optimal quantum embedding design for a specific dataset of intere…
Federated Traffic Synthesizing and Classification Using Generative Adversarial Networks
Chenxin Xu, Rong Xia, Yong Xiao +3
With the fast growing demand on new services and applications as well as the increasing awareness of data protection, traditional centralized traffic classification approaches are…
SD-VEC: Software-Defined Vehicular Edge Computing with Ultra-Low Latency
Shih-Chun Lin, Kwang-Cheng Chen, Ali Karimoddini
New paradigm shifts and 6G technological revolution in vehicular services have emerged toward unmanned driving, automated transportation, and self-driving vehicles. As the technolo…
Predicting the Path Loss of Wireless Channel Models Using Machine Learning Techniques in MmWave Urban Communications
Saud Aldossari, Kwang-Cheng Chen
The classic wireless communication channel modeling is performed using Deterministic and Stochastic channel methodologies. Machine learning (ML) emerges to revolutionize system des…
Relay Selection for 5G New Radio Via Artificial Neural Networks
Saud Aldossari, Kwang-Cheng Chen
Millimeter-wave supplies an alternative frequency band of wide bandwidth to better realize pillar technologies of enhanced mobile broadband (eMBB) and ultra-reliable and lowlatency…