A collection of published articles from members of the Department of Computer Science at Kennesaw State University.

Visit the full list of Faculty Publications to view the work from other departments on campus.

Follow


Submissions from 2023

Link

Stochastic Circuits for Computing Weighted Ratio with Applications to Multi-class Bayesian Inference Machine, Shao I. Chu, Chi Long Wu, Tzu Heng Chien, Bing Hong Liu, and Tu N. Nguyen

Link

A multimodal fusion model with multi-level attention mechanism for depression detection, Ming Fang, Siyu Peng, Yujia Liang, Chih Cheng Hung, and Shuhua Liu

Link

3 s-STNet: three-stream spatial–temporal network with appearance and skeleton information learning for action recognition, Ming Fang, Siyu Peng, Yang Zhao, Haibo Yuan, Chih Cheng Hung, and Shuhua Liu

Link

An Explainable Artificial Intelligence Software Tool for Weight Management Experts (PRIMO): Mixed Methods Study, Glenn J. Fernandes, Arthur Choi, Jacob Michael Schauer, Angela F. Pfammatter, Bonnie J. Spring, Adnan Darwiche, and Nabil I. Alshurafa

Link

Finding the Proverbial Needle: Improving Minority Class Identification Under Extreme Class Imbalance, Trent Geisler, Herman Ray, and Ying Xie

Link

A Secure Wearable Framework for Stress Detection in Patients Affected by Communicable Diseases, Haroon Ahmed Khan, Tu N. Nguyen, Ghufran Shafiq, Jawad Mirza, and Muhammad Awais Javed

Link

Hybrid Mobile Cloud Computing Architecture with Load Balancing for Healthcare Systems, Ahyoung Lee, Jui Mhatre, Rupak Kumar Das, and Min Hong

Link

Cardiac CT Image Segmentation for Deep Learning–Based Coronary Calcium Detection Using K-Means Clustering and Grabcut Algorithm, Sungjin Lee, Ahyoung Lee, and Min Hong

Link

Optimizing Resource Allocation and VNF Embedding in RAN Slicing, Thinh V. Le, Manh V. Nguyen, Tu N. Nguyen, Hoa N. Nguyen, and Son Vu

Link

A Prompt Learning Based Intent Recognition Method on a Chinese Implicit Intent Dataset CIID, Shuhua Liu, Lanting Li, Ming Fang, Chih Cheng Hung, and Shihao Yang

Link

A NB-IoT data transmission scheme based on dynamic resource sharing of MEC for effective convergence computing, Sa Math, Prohim Tam, Ahyoung Lee, and Seokhoon Kim

Link

Toward an Optimal Latency-Energy Dynamic Offloading Scheme for Collaborative Cloud Networks, Jui Mhatre, Ahyoung Lee, and Tu N. Nguyen

Link

Virtual Network Function Placement for Serving Weighted Services in NFV-Enabled Networks, Dung H.P. Nguyen, Yu Hui Lien, Bing Hong Liu, Shao I. Chu, and Tu N. Nguyen

Link

Computer-Supported Experiential Learning-Based Tool for Healthcare Skills, Dixit Bharatkumar Patel, Yong Pei, Mitesh Vasoya, and Paul J. Hershberger

Link

Confidence-Based Cheat Detection Through Constrained Order Inference of Temporal Sequences, Jon Rogers, Ramazan Aygun, and Letha Etzkorn

Link

TemporalDedup: Domain-Independent Deduplication of Redundant and Errant Temporal Data, Jon Rogers, Ramazan Aygun, and Letha Etzkorn

Link

Enhancing attention in autism spectrum disorder: comparative analysis of virtual reality-based training programs using physiological data, Bhavya Sri Sanku, Yi Li, Sungchul Jung, Chao Mei, and Jing He

Link

DL-MSCNN: a general and lightweight framework for fault diagnosis with limited training samples, Xiaorui Shao, Ahyoung Lee, and Chang Soo Kim

Link

Computational Thinking and the Algebra Project From Voice to Agency, Alan Shaw, Brian R. Lawler, William Crombie, Tom McKlin, and Tamika Richards

Link

Prostate lesion segmentation based on a 3D end-to-end convolution neural network with deep multi-scale attention, Enmin Song, Jiaosong Long, Guangzhi Ma, Hong Liu, Chih Cheng Hung, Renchao Jin, Peijun Wang, and Wei Wang

Link

NMNet: Learning Multi-level semantic information from scale extension domain for improved medical image segmentation, Enmin Song, Bangcheng Zhan, Hong Liu, Coskun Cetinkaya, and Chih Cheng Hung

Link

Characterizing and optimizing Kernel resource isolation for containers, Kun Wang, Song Wu, Kun Suo, Yijie Liu, Hang Huang, Zhuo Huang, and Hai Jin

Link

Lyapunov-Guided Delay-Aware Energy Efficient Offloading in IIoT-MEC Systems, Huaming Wu, Junqi Chen, Tu N. Nguyen, and Huijun Tang

Link

CFNet: A medical image segmentation method using the multi-view attention mechanism and adaptive fusion strategy, Bangcheng Zhan, Enmin Song, Hong Liu, Zhenyu Gong, Guangzhi Ma, and Chih Cheng Hung

Link

Metaverse CAN: Embracing Continuous, Active, and Non-intrusive Biometric Authentication, Hui Zhong, Chenpei Huang, Xinyue Zhang, and Miao Pan

Link

A 3D Cross-Modality Feature Interaction Network With Volumetric Feature Alignment for Brain Tumor and Tissue Segmentation, Yuzhou Zhuang, Hong Liu, Enmin Song, and Chih Cheng Hung

Link

A 3D Anatomy-Guided Self-Training Segmentation Framework for Unpaired Cross-Modality Medical Image Segmentation, Yuzhou Zhuang, Hong Liu, Enmin Song, Xiangyang Xu, Yongde Liao, Guanchao Ye, and Chih Cheng Hung

Submissions from 2022

Link

Toward Smart Traffic Management With 3D Placement Optimization in UAV-Assisted NOMA IIoT Networks, Abuzar B.M. Adam, Mohammed Saleh Ali Muthanna, Ammar Muthanna, and Tu N. Nguyen

Link

On the Physical Layer Security of Federated Learning based IoMT Networks, Junaid Ahmed, Tu Ngoc Nguyen, Bakhtiar Ali, and Awais Javed

Link

Biomedical IoT: Enabling Technologies, Architectural Elements, Challenges, and Future Directions, Mohammed Aledhari, Rehma Razzak, Basheer Qolomany, and Ala Al-Fuqaha

Link

An Improved Hybrid Swarm Intelligence for Scheduling IoT Application Tasks in the Cloud, Ibrahim Attiya, Mohamed Abd Elaziz, Laith Abualigah, and Tu N. Nguyen

Link

Compiler IR-Based Program Encoding Method for Software Defect Prediction, Yong Chen, Chao Xu, Jing Selena He, and Sheng Xiao

Link

Polynomial Computation Using Unipolar Stochastic Logic and Correlation Technique, Shao I. Chu, Chi Long Wu, Tu N. Nguyen, and Bing Hong Liu

Link

A Vehicle-Consensus Information Exchange Scheme for Traffic Management in Vehicular Ad-Hoc Networks, Jiechao Gao, Gunasekaran Manogaran, Tu N. Nguyen, and Seifedine Kadry

Link

Redemptive Resource Allocation Scheme for IoT-Assisted Smart Healthcare Systems, Jiechao Gao, Tu Ngoc Nguyen, Gunasekaran Manogaran, and Ankit Chaudhary

Link

Age Efficient Optimization in UAV-Aided VEC Network: A Game Theory Viewpoint, Zhaoyang Han, Yaoqi Yang, Weizheng Wang, and Tu N. Nguyen

Link

Adapt Burstable Containers to Variable CPU Resources, Hang Huang, Yuqing Zhao, Jia Rao, and Kun Suo

Link

Reliable Communications for Cybertwin driven 6G IoVs using Intelligent Reflecting Surfaces, Muhammad Awais Javed, Tu N. Nguyen, Jawad Mirza, and Junaid Ahmed

Link

Leveraging Smart Contracts for Secure and Asynchronous Group Key Exchange Without Trusted Third Party, Victor Youdom Kemmoe, Yongseok Kwon, Rasheed Hussain, and Junggab Son

Link

NOMA-enabled Backscatter Communications for Green Transportation in Automotive-Industry 5.0, Wali Ullah Khan, Asim Ihsan, Tu N. Nguyen, and Muhammad Awais Javed

Link

Deep Learning in Multi-Class Lung Diseases’ Classification on Chest X-ray Images, Sungyeup Kim, Beanbonyka Rim, Seongjun Choi, and Ahyoung Lee

Link

DQRA: Deep Quantum Routing Agent for Entanglement Routing in Quantum Networks, Linh Le and Tu N. Nguyen

Link

Optimization of Big Data Parallel Scheduling Based on Dynamic Clustering Scheduling Algorithm, Fang Liu, Yanxiang He, Jing He, and Xing Gao

Link

Mixed graph convolution and residual transformation network for skeleton-based action recognition, Shuhua Liu, Xiaoying Bai, Ming Fang, and Chih Cheng Hung

Link

Micro-expression recognition based on SqueezeNet and C3D, Shuhua Liu, Yushu Ren, Lanting Li, and Chih Cheng Hung

Link

Optimizing Resource and Service Allocations for IoT-Assisted Intelligent Transportation Systems, Gunasekaran Manogaran, Jiechao Gao, and Tu N. Nguyen

Link

Deep Learning-based Service Distribution Model for Wireless Network Assisted Internet of Everything, Gunasekaran Manogaran, Tu Nguyen, Jiechao Gao, and Priyan Malarvizhi Kumar

Link

Towards optimal positioning and energy-efficient UAV path scheduling in IoT applications, Mohammed Saleh Ali Muthanna, Ammar Muthanna, Tu N. Nguyen, and Abdullah Alshahrani

Link

Transfer Learning-Aided Collaborative Computational Method for Intelligent Transportation System Applications, Tu N. Nguyen, Jiechao Gao, Gunasekaran Manogaran, and R. Dinesh Jackson Samuel

Link

An Advanced Computing Approach for IoT-Botnet Detection in Industrial Internet of Things, Tu N. Nguyen, Quoc Dung Ngo, Huy Trung Nguyen, and Nguyen Long Giang

Link

Transmit and Reflect Beamforming for Max-Min SINR in IRS-Aided MIMO Vehicular Networks, Muhammad Wasif Shabir, Tu N. Nguyen, Jawad Mirza, and Bakhtiar Ali

Link

An empirical analysis of image augmentation against model inversion attack in federated learning, Seunghyeon Shin, Mallika Boyapati, Kun Suo, and Junggab Son

Link

A Fully Authenticated Diffie-Hellman Protocol and Its Application in WSNs, Fajun Sun, Selena He, Xiaotong Zhang, and Jun Zhang

Link

Multi-agent deep q-networks for efficient edge federated learning communications in software-defined iot, Prohim Tam, Sa Math, Ahyoung Lee, and Seokhoon Kim

Link

Towards A Secure and Computational Framework for Internet of Drones Enabled Aerial Computing, Muhammad Tanveer, Abd Ullah Khan, Tu Nguyen, and Musheer Ahmad

Link

A Fuzzy Association Rules Mining Algorithm with Fuzzy Partitioning Optimization for Intelligent Decision Systems, Trinh T.T. Tran, Tu N. Nguyen, Thuan T. Nguyen, and Giang L. Nguyen

Link

Towards sustainable energy efficient routing for dynamic ad-hoc communications in smart cities, P. Vijayalakshmi, Tu N. Nguyen, J. Abraham Dinakaran, and Korhan Cengiz

Link

Timing Error Aware Register Allocation in TS, Sheng Xiao, Jing He, Xi Yang, and Heng Zhou

Link

APRNet: A 3D Anisotropic Pyramidal Reversible Network with Multi-Modal Cross-Dimension Attention for Brain Tissue Segmentation in MR Images, Yuzhou Zhuang, Hong Liu, Enmin Song, and Chih Cheng Hung

Submissions from 2021

Link

Machine learning for network application security: Empirical evaluation and optimization, Mohammed Aledhari, Rehma Razzak, and Reza M. Parizi

Link

Efficient yet Robust Privacy Preservation for MPEG-DASH-Based Video Streaming, Luke Cranfill, Jeehyeong Kim, Hongkyu Lee, Victor Youdom Kemmoe, Sunghyun Cho, and Junggab Son

Link

Understanding social media beyond text: A reliable practice on Twitter, Qixuan Hou, Meng Han, Feiyang Qu, and Jing Selena He

Link

Iris-ocular-periocular: Toward more accurate biometrics for off-angle images, Mahmut Karakaya

Link

Energy-Efficient Resource Allocation for 6G Backscatter-Enabled NOMA IoV Networks, Wali Ullah Khan, Muhammad Awais Javed, Tu N. Nguyen, Shafiullah Khan, and Basem M. Elhalawany

Link

Learning-Based Resource Allocation for Backscatter-Aided Vehicular Networks, Wali Ullah Khan, Tu N. Nguyen, Furqan Jameel, Muhammad Ali Jamshed, Haris Pervaiz, Muhammad Awais Javed, and Riku Jantti

Link

Ext4 and xfs file system forensic framework based on tsk, Hyungchan Kim, Sungbum Kim, Yeonghun Shin, Wooyeon Jo, Seokjun Lee, and Taeshik Shon

Link

Digestive neural networks: A novel defense strategy against inference attacks in federated learning, Hongkyu Lee, Jeehyeong Kim, Seyoung Ahn, Rasheed Hussain, Sunghyun Cho, and Junggab Son

Link

Deep‐learning‐based coronary artery calcium detection from ct image, Sungjin Lee, Beanbonyka Rim, Sung Shick Jou, Hyo Wook Gil, Xibin Jia, Ahyoung Lee, and Min Hong

Link

An Efficient Hybrid Webshell Detection Method for Webserver of Marine Transportation Systems, Ha V. Le, Tu N. Nguyen, Hoa N. Nguyen, and Linh Le

Link

Speech emotion recognition based on transfer learning from the FaceNet framework, Shuhua Liu, Mengyu Zhang, Ming Fang, Jianwei Zhao, Kun Hou, and Chih-Cheng Hung

Link

Deep convolutional neural network architecture design as a bi-level optimization problem, Hassen Louati, Slim Bechikh, Ali Louati, Chih Cheng Hung, and Lamjed Ben Said

Link

Deep Learning-based Concurrent Resource Allocation for Enhancing Service Response in Secure 6G Network-in-Box Users using IIoT, Gunasekaran Manogaran, Joed Ngangmeni, Justin Stewart, Danda B. Rawat, and Tu N. Nguyen

Link

Federated Deep Reinforcement Learning for Traffic Monitoring in SDN-Based IoT Networks, Tri Gia Nguyen, Trung V. Phan, Dinh Thai Hoang, Tu N. Nguyen, and Chakchai So-In

Link

A Measurement Approach Using Smart-IoT Based Architecture for Detecting the COVID-19, M Poongodi, Tu N. Nguyen, Mounir Hamdi, and Korhan Cengiz

Link

Global cryptocurrency trend prediction using social media, M. Poongodi, Tu N. Nguyen, Mounir Hamdi, and Korhan Cengiz

Link

Semantic segmentation of large-scale outdoor point clouds by encoder–decoder shared mlps with multiple losses, Beanbonyka Rim, Ahyoung Lee, and Min Hong

Link

Semantic Cardiac Segmentation in Chest CT Images Using K-Means Clustering and the Mathematical Morphology Method, Beanbonyka Rim, Sungjin Lee, Ahyoung Lee, Hyo-Wook Gil, and Min Hong

Link

Solving combinatorial bi-level optimization problems using multiple populations and migration schemes, Rihab Said, Maha Elarbi, Slim Bechikh, and Lamjed Ben Said

Lattice-based cryptosystems for the security of resource-constrained IoT devices in post-quantum world: a survey, Kübra Seyhan, Tu N. Nguyen, Sedat Akleylek, and Korhan Cengiz

Link

Lattice-based cryptosystems for the security of resource-constrained IoT devices in post-quantum world: a survey, Kübra Seyhan, Tu N. Nguyen, Sedat Akleylek, and Korhan Cengiz

On differential privacy-based framework for enhancing user data privacy in mobile edge computing environment, Jhilakshi Sharma, Donghyun Kim, Ahyoung Lee, and Daehee Seo

Link

On differential privacy-based framework for enhancing user data privacy in mobile edge computing environment, Jhilakshi Sharma, Donghyun Kim, Ahyoung Lee, and Daehee Seo

Link

A single camera 360-degree real time vision-based localization method with application to mobile robot trajectory tracking, Khomsun Singhirunnusorn, Farbod Fahimi, and Ramazan Aygun

Link

Methods for Proteogenomics Data Analysis, Challenges, and Scalability Bottlenecks: A Survey, Muhammad Usman Tariq, Muhammad Haseeb, Mohammed Aledhari, Rehma Razzak, Reza M. Parizi, and Fahad Saeed

Link

Data-driven approaches in FinTech: a survey, Xin Tian, Jing Selena He, and Meng Han

WisdomNet: trustable machine learning toward error-free classification, Truong X. Tran and Ramazan S. Aygun

Link

WisdomNet: trustable machine learning toward error-free classification, Truong X. Tran and Ramazan S. Aygun

Link

Data aggregation, gathering and gossiping in duty-cycled multihop wireless sensor networks subject to physical interference, Lixin Wang, Jianhua Yang, Sean Gill, and Xiaohua Xu

Link

Mining Network Traffic with the k-Means Clustering Algorithm for Stepping-Stone Intrusion Detection, Lixin Wang, Jianhua Yang, Xiaohua Xu, and Peng Jun Wan

Submissions from 2020

Link

Integrating Gaussian mixture model and dilated residual network for action recognition in videos, Ming Fang, Xiaoying Bai, Jianwei Zhao, Fengqin Yang, Chih Cheng Hung, and Shuhua Liu

Link

Bone age assessment based on deep convolution neural network incorporated with segmentation, Yunyuan Gao, Tao Zhu, and Xiaohua Xu

Link

A Survey on Public Key Mechanism in Wireless Sensor Networks, Yan Xiang He, Fa Jun Sun, Qing An Li, Jing He, and Lv Meng Wang

Link

A novel transparent and auditable fog-assisted cloud storage with compensation mechanism, Donghyun Kim, Junggab Son, Daehee Seo, Yeojin Kim, Hyobin Kim, and Jung Taek Seo

Link

Research Challenges and Security Threats to AI-Driven 5G Virtual Emotion Applications Using Autonomous Vehicles, Drones, and Smart Devices, Hyunbum Kim, Jalel Ben-Othman, Lynda Mokdad, Junggab Son, and Chunguo Li

Link

Multi-model Ensemble Learning Architecture Based on 3D CNN for Lung Nodule Malignancy Suspiciousness Classification, Hong Liu, Haichao Cao, Enmin Song, Guangzhi Ma, Xiangyang Xu, Renchao Jin, Chuhua Liu, and Chih Cheng Hung

Link

Automatic labelling of brain tissues in MR images through spatial indexes based hybrid atlas forest, Hong Liu, Lijun Xu, Enmin Song, Renchao Jin, and Chih Cheng Hung