Browsing AURA by Author "Vasilakos, Athanasios"
Now showing items 1-12 of 12
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A-GSTCN: An Augmented Graph Structural–Temporal Convolution Network for Medication Recommendation Based on Electronic Health Records
Yue, Weiqi; Wang, Maiqiu; Zhang, Lei; Zhang, Lijuan; Huang, Jie; Wan, Jian; Xiong, Naixue; Vasilakos, Athanasios (Peer reviewed; Journal article, 2023)Medication recommendation based on electronic health records (EHRs) is a significant research direction in the biomedical field, which aims to provide a reasonable prescription for patients according to their historical ... -
Biomolecular and quantum algorithms for the dominating set problem in arbitrary networks
Wong, Renata; Chang, Weng-Long; Chung, Wen-Yu; Vasilakos, Athanasios (Peer reviewed; Journal article, 2023)A dominating set of a graph G=(V,E) is a subset U of its vertices V, such that any vertex of G is either in U, or has a neighbor in U. The dominating-set problem is to find a minimum dominating set in G. Dominating sets ... -
Deepfakes: current and future trends
Gambín, Ángel Fernández; Yazidi, Anis; Vasilakos, Athanasios; Haugerud, Hårek; Djenouri, Youcef (Peer reviewed; Journal article, 2024)Advances in Deep Learning (DL), Big Data and image processing have facilitated online disinformation spreading through Deepfakes. This entails severe threats including public opinion manipulation, geopolitical tensions, ... -
Enabling Precision Medicine via Contemporary and Future Communication Technologies: A Survey
Chude-Okonkwo, Uche K.; Paul, Babu S.; Vasilakos, Athanasios (Peer reviewed; Journal article, 2023)Precision medicine (PM) is an innovative medical approach that considers differences in the individuals’ omics, medical histories, lifestyles, and environmental information in treating diseases. To fully achieve the envisaged ... -
An Ensemble-Based IoT-Enabled Drones Detection Scheme for a Safe Community
Singh, Jaskaran; Sharma, Keshav; Wazid, Mohammad; Das, Ashok Kumar; Vasilakos, Athanasios (Peer reviewed; Journal article, 2023)With the increasing use of Internet of Things (IoT)-enabled drones for various purposes, including photography, delivery, and surveillance, concerns related to privacy and security have arisen. Drones have the potential ... -
A Joint Extraction System Based on Conditional Layer Normalization for Health Monitoring
Shi, Binbin; Fan, Rongli; Zhang, Lijuan; Huang, Jie; Xiong, Neal; Vasilakos, Athanasios; Wan, Jian; Zhang, Lei (Peer reviewed; Journal article, 2023)Natural language processing (NLP) technology has played a pivotal role in health monitoring as an important artificial intelligence method. As a key technology in NLP, relation triplet extraction is closely related to the ... -
Post-Quantum Secure Identity-Based Encryption Scheme using Random Integer Lattices for IoT-enabled AI Applications
Dharminder, Dharminder; Das, Ashok Kumar; Saha, Sourav; Bera, Basudeb; Vasilakos, Athanasios (Peer reviewed; Journal article, 2022)Identity-based encryption is an important cryptographic system that is employed to ensure confidentiality of a message in communication. This article presents a provably secure identity based encryption based on post quantum ... -
Quantum Machine Learning: Exploring the Role of Data Encoding Techniques, Challenges, and Future Directions
Ranga, Deepak; Rana, Aryan; Prajapat, Sunil; Kumar, Pankaj; Kumar, Kranti; Vasilakos, Athanasios (Journal article; Peer reviewed, 2024)Quantum computing and machine learning (ML) have received significant developments which have set the stage for the next frontier of creative work and usefulness. This paper aims at reviewing various data-encoding techniques ... -
A resource competition-based truthful mechanism for IoV edge computing resource allocation with a lowest revenue limit
Zhang, Jixian; Wang, Zhemin; Vasilakos, Athanasios; Li, Weidong (Peer reviewed; Journal article, 2024)Resource allocation in Internet of Vehicles (IoV) edge computing is currently a research hotspot. Existing studies focus on social welfare or revenue maximization. However, there is little research on lowest revenue ... -
Secure Blockchain-Enabled Authentication Key Management Framework with Big Data Analytics for Drones in Networks Beyond 5G Applications
Mishra, Amit Kumar; Wazid, Mohammad; Singh, Devesh Pratap; Das, Ashok Kumar; Singh, Jaskaran; Vasilakos, Athanasios (Peer reviewed; Journal article, 2023)One of the most significant recent advances in technology is the advent of unmanned aerial vehicles (UAVs), i.e., drones. They have widened the scope of possible applications and provided a platform for a wide range of ... -
A Survey on Particle Swarm Optimization for Association Rule Mining
Li, Guangquan; Wang, Ting; Chen, Qi; Shao, Peng; Xiong, Naixue; Vasilakos, Athanasios (Peer reviewed; Journal article, 2022)Association rule mining (ARM) is one of the core techniques of data mining to discover potentially valuable association relationships from mixed datasets. In the current research, various heuristic algorithms have been ... -
Towards intelligent and trustworthy task assignments for 5G-enabled industrial communication systems
Huang, Mingfeng; Liu, Anfeng; Xiong, Neal N.; Vasilakos, Athanasios (Peer reviewed; Journal article, 2023)With the unprecedented prevalence of IIoT and 5G technology, various applications supported by industrial communication systems have generated exponentially increased processing tasks, which makes task assignment inefficient ...