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.
Submissions from 2023
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
A multimodal fusion model with multi-level attention mechanism for depression detection, Ming Fang, Siyu Peng, Yujia Liang, Chih Cheng Hung, and Shuhua Liu
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
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
Finding the Proverbial Needle: Improving Minority Class Identification Under Extreme Class Imbalance, Trent Geisler, Herman Ray, and Ying Xie
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
Hybrid Mobile Cloud Computing Architecture with Load Balancing for Healthcare Systems, Ahyoung Lee, Jui Mhatre, Rupak Kumar Das, and Min Hong
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
Optimizing Resource Allocation and VNF Embedding in RAN Slicing, Thinh V. Le, Manh V. Nguyen, Tu N. Nguyen, Hoa N. Nguyen, and Son Vu
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
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
Toward an Optimal Latency-Energy Dynamic Offloading Scheme for Collaborative Cloud Networks, Jui Mhatre, Ahyoung Lee, and Tu N. Nguyen
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
Computer-Supported Experiential Learning-Based Tool for Healthcare Skills, Dixit Bharatkumar Patel, Yong Pei, Mitesh Vasoya, and Paul J. Hershberger
Confidence-Based Cheat Detection Through Constrained Order Inference of Temporal Sequences, Jon Rogers, Ramazan Aygun, and Letha Etzkorn
TemporalDedup: Domain-Independent Deduplication of Redundant and Errant Temporal Data, Jon Rogers, Ramazan Aygun, and Letha Etzkorn
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
DL-MSCNN: a general and lightweight framework for fault diagnosis with limited training samples, Xiaorui Shao, Ahyoung Lee, and Chang Soo Kim
Computational Thinking and the Algebra Project From Voice to Agency, Alan Shaw, Brian R. Lawler, William Crombie, Tom McKlin, and Tamika Richards
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
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
Characterizing and optimizing Kernel resource isolation for containers, Kun Wang, Song Wu, Kun Suo, Yijie Liu, Hang Huang, Zhuo Huang, and Hai Jin
Lyapunov-Guided Delay-Aware Energy Efficient Offloading in IIoT-MEC Systems, Huaming Wu, Junqi Chen, Tu N. Nguyen, and Huijun Tang
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
Metaverse CAN: Embracing Continuous, Active, and Non-intrusive Biometric Authentication, Hui Zhong, Chenpei Huang, Xinyue Zhang, and Miao Pan
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
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
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
On the Physical Layer Security of Federated Learning based IoMT Networks, Junaid Ahmed, Tu Ngoc Nguyen, Bakhtiar Ali, and Awais Javed
Biomedical IoT: Enabling Technologies, Architectural Elements, Challenges, and Future Directions, Mohammed Aledhari, Rehma Razzak, Basheer Qolomany, and Ala Al-Fuqaha
An Improved Hybrid Swarm Intelligence for Scheduling IoT Application Tasks in the Cloud, Ibrahim Attiya, Mohamed Abd Elaziz, Laith Abualigah, and Tu N. Nguyen
Compiler IR-Based Program Encoding Method for Software Defect Prediction, Yong Chen, Chao Xu, Jing Selena He, and Sheng Xiao
Polynomial Computation Using Unipolar Stochastic Logic and Correlation Technique, Shao I. Chu, Chi Long Wu, Tu N. Nguyen, and Bing Hong Liu
A Vehicle-Consensus Information Exchange Scheme for Traffic Management in Vehicular Ad-Hoc Networks, Jiechao Gao, Gunasekaran Manogaran, Tu N. Nguyen, and Seifedine Kadry
Redemptive Resource Allocation Scheme for IoT-Assisted Smart Healthcare Systems, Jiechao Gao, Tu Ngoc Nguyen, Gunasekaran Manogaran, and Ankit Chaudhary
Age Efficient Optimization in UAV-Aided VEC Network: A Game Theory Viewpoint, Zhaoyang Han, Yaoqi Yang, Weizheng Wang, and Tu N. Nguyen
Adapt Burstable Containers to Variable CPU Resources, Hang Huang, Yuqing Zhao, Jia Rao, and Kun Suo
Reliable Communications for Cybertwin driven 6G IoVs using Intelligent Reflecting Surfaces, Muhammad Awais Javed, Tu N. Nguyen, Jawad Mirza, and Junaid Ahmed
Leveraging Smart Contracts for Secure and Asynchronous Group Key Exchange Without Trusted Third Party, Victor Youdom Kemmoe, Yongseok Kwon, Rasheed Hussain, and Junggab Son
NOMA-enabled Backscatter Communications for Green Transportation in Automotive-Industry 5.0, Wali Ullah Khan, Asim Ihsan, Tu N. Nguyen, and Muhammad Awais Javed
Deep Learning in Multi-Class Lung Diseases’ Classification on Chest X-ray Images, Sungyeup Kim, Beanbonyka Rim, Seongjun Choi, and Ahyoung Lee
DQRA: Deep Quantum Routing Agent for Entanglement Routing in Quantum Networks, Linh Le and Tu N. Nguyen
Optimization of Big Data Parallel Scheduling Based on Dynamic Clustering Scheduling Algorithm, Fang Liu, Yanxiang He, Jing He, and Xing Gao
Mixed graph convolution and residual transformation network for skeleton-based action recognition, Shuhua Liu, Xiaoying Bai, Ming Fang, and Chih Cheng Hung
Micro-expression recognition based on SqueezeNet and C3D, Shuhua Liu, Yushu Ren, Lanting Li, and Chih Cheng Hung
Optimizing Resource and Service Allocations for IoT-Assisted Intelligent Transportation Systems, Gunasekaran Manogaran, Jiechao Gao, and Tu N. Nguyen
Deep Learning-based Service Distribution Model for Wireless Network Assisted Internet of Everything, Gunasekaran Manogaran, Tu Nguyen, Jiechao Gao, and Priyan Malarvizhi Kumar
Towards optimal positioning and energy-efficient UAV path scheduling in IoT applications, Mohammed Saleh Ali Muthanna, Ammar Muthanna, Tu N. Nguyen, and Abdullah Alshahrani
Transfer Learning-Aided Collaborative Computational Method for Intelligent Transportation System Applications, Tu N. Nguyen, Jiechao Gao, Gunasekaran Manogaran, and R. Dinesh Jackson Samuel
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
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
An empirical analysis of image augmentation against model inversion attack in federated learning, Seunghyeon Shin, Mallika Boyapati, Kun Suo, and Junggab Son
A Fully Authenticated Diffie-Hellman Protocol and Its Application in WSNs, Fajun Sun, Selena He, Xiaotong Zhang, and Jun Zhang
Multi-agent deep q-networks for efficient edge federated learning communications in software-defined iot, Prohim Tam, Sa Math, Ahyoung Lee, and Seokhoon Kim
Towards A Secure and Computational Framework for Internet of Drones Enabled Aerial Computing, Muhammad Tanveer, Abd Ullah Khan, Tu Nguyen, and Musheer Ahmad
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
Towards sustainable energy efficient routing for dynamic ad-hoc communications in smart cities, P. Vijayalakshmi, Tu N. Nguyen, J. Abraham Dinakaran, and Korhan Cengiz
Timing Error Aware Register Allocation in TS, Sheng Xiao, Jing He, Xi Yang, and Heng Zhou
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
Machine learning for network application security: Empirical evaluation and optimization, Mohammed Aledhari, Rehma Razzak, and Reza M. Parizi
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
Understanding social media beyond text: A reliable practice on Twitter, Qixuan Hou, Meng Han, Feiyang Qu, and Jing Selena He
Iris-ocular-periocular: Toward more accurate biometrics for off-angle images, Mahmut Karakaya
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
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
Ext4 and xfs file system forensic framework based on tsk, Hyungchan Kim, Sungbum Kim, Yeonghun Shin, Wooyeon Jo, Seokjun Lee, and Taeshik Shon
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
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
An Efficient Hybrid Webshell Detection Method for Webserver of Marine Transportation Systems, Ha V. Le, Tu N. Nguyen, Hoa N. Nguyen, and Linh Le
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
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
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
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
A Measurement Approach Using Smart-IoT Based Architecture for Detecting the COVID-19, M Poongodi, Tu N. Nguyen, Mounir Hamdi, and Korhan Cengiz
Global cryptocurrency trend prediction using social media, M. Poongodi, Tu N. Nguyen, Mounir Hamdi, and Korhan Cengiz
Semantic segmentation of large-scale outdoor point clouds by encoder–decoder shared mlps with multiple losses, Beanbonyka Rim, Ahyoung Lee, and Min Hong
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
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
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
On differential privacy-based framework for enhancing user data privacy in mobile edge computing environment, Jhilakshi Sharma, Donghyun Kim, Ahyoung Lee, and Daehee Seo
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
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
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
WisdomNet: trustable machine learning toward error-free classification, Truong X. Tran and Ramazan S. Aygun
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
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
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
Bone age assessment based on deep convolution neural network incorporated with segmentation, Yunyuan Gao, Tao Zhu, and Xiaohua Xu
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
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
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
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
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
Submissions from 2019
A Geolocation Database Middleware Sublayer for Minimizing Secondary User Waiting Times in TV White Space Spectrum Allocation, George Atta-Baoteng and Patrick Otoo Bobbie
Multi-Branch Ensemble Learning Architecture Based on 3D CNN for False Positive Reduction in Lung Nodule Detection, Haichao Cao, Hong Liu, Enmin Song, and Chih-Cheng Hung
Multi-objective evolution of oblique decision trees for imbalanced data binary classification, Marwa Chabbouh, Slim Bechikh, Chih-Cheng Hung, and Lamjed Ben Said
The Divide-and-Swap Cube: A New Hypercube Variant with Small Network Cost, Jong-Seok Kim, Donghyun Kim, Ke Qiu, and Hyeong-Ok Lee