Submissions from 2024
Bare-bones based honey badger algorithm of CNN for Sleep Apnea detection, Ammar Kamal Abasi, Moayad Aloqaily, and Mohsen Guizani
Metaheuristic Algorithms for 6G wireless communications: Recent advances and applications, Ammar Kamal Abasi, Moayad Aloqaily, Mohsen Guizani, and Bassem Ouni
Stochastic Gradient Descent with Preconditioned Polyak Step-Size, F. Abdukhakimov, C. Xiang, D. Kamzolov, and M. Takáč
Improved binary differential evolution with dimensionality reduction mechanism and binary stochastic search for feature selection, Behrouz Ahadzadeh, Moloud Abdar, Fatemeh Safara, Leyla Aghaei, Seyedali Mirjalili, Abbas Khosravi, Salvador García, Fakhri Karray, and U. Rajendra Acharya
A Communication-Efficient Federated Learning Framework for Sustainable Development Using Lemurs Optimizer, Mohammed Azmi Al-Betar, Ammar Kamal Abasi, Zaid Abdi Alkareem Alyasseri, Salam Fraihat, and Raghad Falih Mohammed
Latency-aware placement of vehicular metaverses using virtual network functions, Fatima A. AlKhoori, Latif U. Khan, Mohsen Guizani, and Martin Takac
AI for Sustainable Agriculture: A Systematic Review, Mohamed Ahmed Alloghani
Anomaly Detection of Energy Consumption in Cloud Computing and Buildings Using Artificial Intelligence as a Tool of Sustainability: A Systematic Review of Current Trends, Applications, and Challenges, Mohamed Ahmed Alloghani
Architecting Green Artificial Intelligence Products: Recommendations for Sustainable AI Software Development and Evaluation, Mohamed Ahmed Alloghani
Artificial Intelligence for Ocean Conservation: Sustainable Computer Vision Techniques in Marine Debris Detection and Classification, Mohamed Ahmed Alloghani
Criteria for Sustainable AI Software: Development and Evaluation of Sustainable AI Products, Mohamed Ahmed Alloghani
Green Mobile App Development: Building Sustainable Products, Mohamed Ahmed Alloghani
Harnessing AI for Sustainability: Applied AI and Machine Learning Algorithms for Air Quality Prediction, Mohamed Ahmed Alloghani
Using AI to Monitor Marine Environmental Pollution: Systematic Review, Mohamed Ahmed Alloghani
Walking the Talk: Practical Implementation of Machine Learning Algorithms for Predicting CO2 Emission Footprint and Sustainability, Mohamed Ahmed Alloghani
Guest Editorial: Zero Trust Security Methods for Wireless Networks, Moayad Aloqaily, Helen Paik, Willian T. Lunardi, Cihan Tunc, and Fang He
Limited Memory Online Gradient Descent for Kernelized Pairwise Learning with Dynamic Averaging, Hilal AlQuabeh, William de Vazelhes, and Bin Gu
Synergy of Human-Centered AI and Cyber-Physical-Social Systems for Enhanced Cognitive Situation Awareness: Applications, Challenges and Opportunities, Saeed Hamood Alsamhi, Santosh Kumar, Ammar Hawbani, Alexey V. Shvetsov, Liang Zhao, and Mohsen Guizani
Federated Learning Meets Blockchain in Decentralized Data Sharing: Healthcare Use Case, Saeed Hamood Alsamhi, Raushan Myrzashova, Ammar Hawbani, Santosh Kumar, Sumit Srivastava, Liang Zhao, Xi Wei, Mohsen Guizan, and Edward Curry
Enhancing Training of Spiking Neural Network with Stochastic Latency, Srinivas Anumasa, Bhaskar Mukhoty, Velibor Bojković, Giulia De Masi, Huan Xiong, and Bin Gu
Enhancing IoT Security with Trust Management Using Ensemble XGBoost and AdaBoost Techniques, Kamran Ahmad Awan, Ikram Ud Din, Ahmad Almogren, Byung Seo Kim, and Mohsen Guizani
A Blockchain-Based Reliable Federated Meta-Learning for Metaverse: A Dual Game Framework, Emna Baccour, Aiman Erbad, Amr Mohamed, Mounir Hamdi, and Mohsen Guizani
Reinforcement learning-based dynamic pruning for distributed inference via explainable AI in healthcare IoT systems, Emna Baccour, Aiman Erbad, Amr Mohamed, Mounir Hamdi, and Mohsen Guizani
Transforming Conversations with AI—A Comprehensive Study of ChatGPT, Gaurang Bansal, Vinay Chamola, Amir Hussain, Mohsen Guizani, and Dusit Niyato
Energy Optimization in Sustainable Smart Environments with Machine Learning and Advanced Communications, Lidia Bereketeab, Aymen Zekeria, Moayad Aloqaily, Mohsen Guizani, and Merouane Debbah
Data Driven Threshold and Potential Initialization for Spiking Neural Networks, Velibor Bojković, Srinivas Anumasa, Giulia De Masi, Bin Gu, and Huan Xiong
Privacy-Driven Security-Aware Task Scheduling Mechanism for Space-Air-Ground Integrated Networks, Yunfei Cai, Haipeng Yao, Yongkang Gong, Fu Wang, Ni Zhang, and Mohsen Guizani
Softwarized Resource Allocation of Tailored Services with Zero Security Trust in 6G Networks, Haotong Cao, Longxiang Yang, Sahil Garg, Mubarak Alrashoud, and Mohsen Guizani
Anomaly Detection for In-Vehicle Network Using Self-Supervised Learning With Vehicle-Cloud Collaboration Update, Jinhui Cao, Xiaoqiang Di, Xu Liu, Jinqing Li, Zhi Li, Liang Zhao, Ammar Hawbani, and Mohsen Guizani
ChatGPT's Security Risks and Benefits: Offensive and Defensive Use-Cases, Mitigation Measures, and Future Implications, Maha Charfeddine, Habib M. Kammoun, Bechir Hamdaoui, and Mohsen Guizani
Computation Time Minimized Offloading in NOMA-enabled Wireless Powered Mobile Edge Computing, Wenchao Chen, Xinchen Wei, Kaikai Chi, Keping Yu, Amr Tolba, Shahid Mumtaz, and Mohsen Guizani
Local Causal Discovery with Linear non-Gaussian Cyclic Models, Haoyue Dai, Ignavier Ng, Yujia Zheng, Zhengqing Gao, and Kun Zhang
Iterative Regularization with k-support Norm: An Important Complement to Sparse Recovery, William de Vazelhes, Bhaskar Mukhoty, Xiao Tong Yuan, and Bin Gu
Implicitly normalized forecaster with clipping for linear and non-linear heavy-tailed multi-armed bandits, Yuriy Dorn, Nikita Kornilov, Nikolay Kutuzov, Alexander Nazin, Eduard Gorbunov, and Alexander Gasnikov
Fast and Adversarial Robust Kernelized SDU Learning, Yajing Fan, Wanli Shi, Yi Chang, and Bin Gu
Optimum Track to Track Fusion Using CMA-ES and LSTM Techniques, Samar Fares, Amal El Fallah Seghrouchni, Frederic Barbaresco, and Raed Abu Zitar
Stagewise Training With Exponentially Growing Training Sets, Bin Gu, Hilal AlQuabeh, William de Vazelhes, Zhouyuan Huo, and Heng Huang
TMN: An Efficient Robust Aggregator for Federated Learning, Anees Ur Rehman Hashmi and Mohammed El Amine Azz
Special Characters Usage and Its Effect on Password Security, Daojing He, Zhiyong Liu, Shanshan Zhu, Sammy Chan, and Mohsen Guizani
Exploring Channel-Aware Typical Features for Out-of-Distribution Detection, Rundong He, Yue Yuan, Zhongyi Han, Fan Wang, Wan Su, Yilong Yin, Tongliang Liu, and Yongshun Gong
Task Scheduling and Trajectory Optimization Based on Fairness and Communication Security for Multi-UAV-MEC System, Yejun He, Kun Xiang, Xiaowen Cao, and Mohsen Guizani
Protein Multiple Conformation Prediction Using Multi-Objective Evolution Algorithm, Minghua Hou, Sirong Jin, Xinyue Cui, Chunxiang Peng, Kailong Zhao, Le Song, and Guijun Zhang
Achieving Fast Environment Adaptation of DRL-Based Computation Offloading in Mobile Edge Computing, Zheyuan Hu, Jianwei Niu, Tao Ren, and Mohsen Guizani
State-of-The-Art and Future Research Challenges in UAV Swarms, Sadaf Javed, Ali Hassan, Rizwan Ahmad, Waqas Ahmed, Rehan Ahmed, Ahsan Saadat, and Mohsen Guizani
Rethinking Polyp Segmentation From An Out-of-distribution Perspective, Ge Peng Ji, Jing Zhang, Dylan Campbell, Huan Xiong, and Nick Barnes
SpotCrack: Leveraging a Lightweight Framework for Crack Segmentation in Infrastructure, Wong Yu Kang, Toluwani Aremu, Younes Balah, Maryam Nadeem, Ivo Gollini Navarette, and Abdulmotaleb El Saddik
Temporal Machine Learning Payload Prediction for DJI Matrice 100 Quadcopter Drone Based on Tracking Data, Mariam Kashkash, Amal El Fallah Seghrouchni, Frederic Barbaresco, and Raed Abu Zitar
Drone Detection with Improved Precision in Traditional Machine Learning and Less Complexity in Single Shot Detectors, Mohamad Kassab, Raed Abu Zitar, Frederic Barbaresco, and Amal El Fallah Seghrouchni
VD-Net: An Edge Vision-Based Surveillance System for Violence Detection, Abbas Khan, Mustaqeem Khan, Wail Gueaieb, Abdulmotaleb El Saddik, Giulia De Masi, and Fakhri Karray
A Joint Communication and Learning Framework for Hierarchical Split Federated Learning, Latif U. Khan, Mohsen Guizani, Ala Al-Fuqaha, Choong Seon Hong, Dusit Niyato, and Zhu Han
Metaverse for wireless systems: Architecture, advances, standardization, and open challenges, Latif U. Khan, Mohsen Guizani, Dusit Niyato, Ala Al-Fuqaha, and Merouane Debbah
Action Knowledge Graph for Violence Detection Using Audiovisual Features, Mustaqeem Khan, Muhammad Saad, Abbas Khan, Wail Gueaieb, Abdulmotaleb El Saddik, Giulia De Masi, and Fakhri Karray
Recent Advances in Quantum Computing for Drug Discovery and Development, Gautam Kumar, Sahil Yadav, Aniruddha Mukherjee, Vikas Hassija, and Mohsen Guizani
A novel multimodal framework for early diagnosis and classification of COPD based on CT scan images and multivariate pulmonary respiratory diseases, Santosh Kumar, Vijesh Bhagat, Prakash Sahu, Mithliesh Kumar Chaube, Ajoy Kumar Behera, Mohsen Guizani, Raffaele Gravina, Michele Di Dio, Giancarlo Fortino, Edward Curry, and Saeed Hamood Alsamhi
Knowledge-Aware Explainable Reciprocal Recommendation, Kai Huang Lai, Zhe Rui Yang, Pei Yuan Lai, Chang Dong Wang, Mohsen Guizani, and Min Chen
M4: Multi-Generator, Multi-Domain, and Multi-Lingual Black-Box Machine-Generated Text Detection, Liang Li, Qisheng Liao, Meiting Lai, Di Liang, and Shangsong Liang
Design of Protograph LDPC-Coded MIMO-VLC Systems with Generalized Spatial Modulation, Dai Lin, Fang Yi, Guan Yongliang, and Mohsen Guizani
Intelligent Traffic-Service Mapping of Network for Advanced Industrial IoT Edge Computing, Bowen Liu, Tao Zheng, Kyi Thar, Mikael Gidlund, Xiaoting Ma, Bo Lei, Hongke Zhang, and Mohsen Guizani
RPMDA: Robust and Privacy-Enhanced Multidimensional Data Aggregation Scheme for Fog-Assisted Smart Grids, Jingwei Liu, Haoze Wang, Jiajia Bao, Rong Sun, Xiaojiang Du, and Mohsen Guizani
Topologies in distributed machine learning: Comprehensive survey, recommendations and future directions, Ling Liu, Pan Zhou, Gang Sun, Xi Chen, Tao Wu, Hongfang Yu, and Mohsen Guizani
A Social-aware Gaussian Pre-trained model for effective cold-start recommendation, Siwei Liu, Xi Wang, Craig Macdonald, and Iadh Ounis
6G Integrated Sensing and Communications Channel Modeling: Challenges and Opportunities, Ting Liu, Ke Guan, Danping He, P. Takis Mathiopoulos, Keping Yu, Zhangdui Zhong, and Mohsen Guizani
Method and system for automated detection of sleep spindles using a single EEG channels based TEO and EMD, Yabing Li, Kun Song, Yongbo Zhang, and Fakhreddine Karray
An Energy-Efficient Wireless Blockchain Sharding Scheme for PBFT Consensus, Haoxiang Luo, Gang Sun, Hongfang Yu, Bo Lei, and Mohsen Guizani
ESCM: An Efficient and Secure Communication Mechanism for UAV Networks, Haoxiang Luo, Yifan Wu, Gang Sun, Hongfang Yu, and Mohsen Guizani
Adaptive Interleaver and Rate-Compatible PLDPC Code Design for MIMO FSO-RF Systems, Liang Lv, Zhaojie Yang, Yi Fang, and Mohsen Guizani
A PROPERTY-GUIDED DIFFUSION MODEL FOR GENERATING MOLECULAR GRAPHS, Changsheng Ma, Taicheng Guo, Qiang Yang, Xiuying Chen, Xin Gao, Shangsong Liang, Nitesh Chawla, and Xiangliang Zhang
Marine Predators Algorithm for Energy Scheduling Problem Using Renewable Energy, Sharif Naser Makhadmeh, Ammar Kamal Abasi, and Mohammed Azmi Al-Betar
A multi-objective grey wolf optimizer for energy planning problem in smart home using renewable energy systems, Sharif Naser Makhadmeh, Mohammed Azmi Al-Betar, Feras Al-Obeidat, Osama Ahmad Alomari, Ammar Kamal Abasi, Mohammad Tubishat, Zenab Elgamal, and Waleed Alomoush
Dynamic Graph Embedding via Meta-Learning, Yuren Mao, Yu Hao, Xin Cao, Yixiang Fang, Xuemin Lin, Hua Mao, and Zhiqiang Xu
Decentralized optimization over slowly time-varying graphs: algorithms and lower bounds, Dmitry Metelev, Aleksandr Beznosikov, Alexander Rogozin, Alexander Gasnikov, and Anton Proskurnikov
Feature selection based on dataset variance optimization using Hybrid Sine Cosine – Firehawk Algorithm (HSCFHA), Syed Kumayl Raza Moosavi, Ahsan Saadat, Zainab Abaid, Wei Ni, Kai Li, and Mohsen Guizani
Safeguarding Patient Data-Sharing: Blockchain-Enabled Federated Learning in Medical Diagnostics, Raushan Myrzashova, Saeed Hamood Alsamhi, Ammar Hawbani, Edward Curry, Mohsen Guizani, and Xi Wei
CamoFocus: Enhancing Camouflage Object Detection with Split-Feature Focal Modulation and Context Refinement, Maryam Nadeem, Raza Imam, Rouqaiah Al-Refai, Meriem Chkir, Mohamad Hoda, and Abdulmotaleb El Saddik
TokenGreen: A Versatile NFT Framework for Peer-to-Peer Energy Trading and Asset Ownership of Electric Vehicles, Madhusudan Naik, Akhilendra Pratap Singh, Nihar Ranjan Pradhan, Neeraj Kumar, Amiya Nayak, and Mohsen Guizani
Semi-decentralized Inference in Heterogeneous Graph Neural Networks for Traffic Demand Forecasting: An Edge-Computing Approach, Mahmoud Nazzal, Abdallah Khreishah, Joyoung Lee, Shaahin Angizi, Ala Al-Fuqaha, and Mohsen Guizani
Efficient Conformal Prediction under Data Heterogeneity, Vincent Plassier, Nikita Kotelevskii, Aleksandr Rubashevskii, Fedor Noskov, Maksim Velikanov, Alexander Fishkov, Samuel Horvath, Martin Takáč, Éric Moulines, and Maxim Panov
Perturbation diversity certificates robust generalization, Zhuang Qian, Shufei Zhang, Kaizhu Huang, Qiufeng Wang, Xinping Yi, Bin Gu, and Huan Xiong
Blockchain Data Mining with Graph Learning: A Survey, Yuxin Qi, Jun Wu, Hansong Xu, and Mohsen Guizani
Communication Compression for Byzantine Robust Learning: New Efficient Algorithms and Improved Rates, Ahmad Rammal, Kaja Gruntkowska, Nikita Fedin, Eduard Gorbunov, and Peter Richtárik
Generative AI for Transformative Healthcare: A Comprehensive Study of Emerging Models, Applications, Case Studies, and Limitations, Siva Sai, Aanchal Gaur, Revant Sai, Vinay Chamola, Mohsen Guizani, and Joel J.P.C. Rodrigues
From Control Application to Control Logic: PLC Decompile Framework for Industrial Control System, Chao Sang, Jun Wu, Jianhua Li, and Mohsen Guizani
RespiroDynamics: A Multifaceted Dataset for Enhanced Lung Health Assessment Using Deep Learning, Ahmed Sharshar, Muhammad Sharshar, Hosam Elhady, Ahmed Aboeitta, Youssef Nafea, Yasser Ashraf, Mohammad Yaqub, and Mohsen Guizani
Dynamic Satellite Edge Computing Offloading Algorithm Based On Distributed Deep Learning, Jiaqi Shuai, Haixia Cui, Yejun He, and Moshen Guizani
Robustly Train Normalizing Flows via KL Divergence Regularization, Kun Song, Ruben Solozabal, Hao Li, Martin Takáč, Lu Ren, and Fakhri Karray
IS2N: Intent-Driven Security Software-Defined Network With Blockchain, Yanbo Song, Tao Feng, Chungang Yang, Xinru Mi, Shanqing Jiang, and Mohsen Guizani
ACAMDA: Improving Data Efficiency in Reinforcement Learning Through Guided Counterfactual Data Augmentation, Yuewen Sun, Erli Wang, Biwei Huang, Chaochao Lu, Lu Feng, Changyin Sun, and Kun Zhang
Prior and Prediction Inverse Kernel Transformer for Single Image Defocus Deblurring, Peng Tang, Zhiqiang Xu, Chunlai Zhou, Pengfei Wei, Peng Han, Xin Cao, and Tobias Lasser
Sparsity-Aware Intelligent Massive Random Access Control for Massive MIMO Networks: A Reinforcement Learning Based Approach, Xiao Tang, Sicong Liu, Xiaojiang Du, and Mohsen Guizani
Computation offloading in NOMA-MEC-enabled aerial-vehicular networks exploiting mmWave capabilities, Amara Umar, Syed Ali Hassan, Haejoon Jung, Sahil Garg, M. Shamim Hossain, and Mohsen Guizani
Medical image super-resolution for smart healthcare applications: A comprehensive survey, Sabina Umirzakova, Shabir Ahmad, Latif U. Khan, and Taegkeun Whangbo
BIAS: Bridging Inactive and Active Samples for active source free domain adaptation, Fan Wang, Zhongyi Han, and Yilong Yin
Distributed Rumor Source Detection Via Boosted Federated Learning, Ranran Wang, Yin Zhang, Wenchao Wan, Min Chen, and Mohsen Guizani
Cross-modal communication technology: A survey, Xin Wei, Dan Wu, Liang Zhou, and Mohsen Guizani
From Generative AI to Generative Internet of Things: Fundamentals, Framework, and Outlooks, Jinbo Wen, Jiangtian Nie, Jiawen Kang, Dusit Niyato, Hongyang Du, Yang Zhang, and Mohsen Guizani
Multi-objective optimization of SFC deployment using service aggregation and computing offload, Junbi Xiao, Jiaqi Zheng, Wu Wen, Mohsen Guizani, Peiying Zhang, and Lizhuang Tan
GAI-IoV: Bridging Generative AI and Vehicular Networks for Ubiquitous Edge Intelligence, Gaochang Xie, Zehui Xiong, Xinyuan Zhang, Renchao Xie, Song Guo, Mohsen Guizani, and H. Vincent Poor
On the Number of Linear Regions of Convolutional Neural Networks With Piecewise Linear Activations, Huan Xiong, Lei Huang, Wenston J.T. Zang, Xiantong Zhen, Guo Sen Xie, Bin Gu, and Le Song
A Hierarchical Network Management Strategy for Distributed CIIoT With Imperfect CSI, Fan Yang, Shilong Zhang, Chunnian Liu, Jie Huang, Tao Yu, Keping Yu, and Mohsen Guizani
MuGSI: Distilling GNNs with Multi-Granularity Structural Information for Graph Classification, Tianjun Yao, Jiaqi Sun, Defu Cao, Kun Zhang, and Guangyi Chen