A Novel Temporal Network-Embedding Algorithm for Link Prediction in Dynamic Networks. [PDF]
Entropy (Basel), 2023 Understanding the evolutionary patterns of real-world complex systems such as human interactions, biological interactions, transport networks, and computer networks is important for our daily lives.
Abbas K +5 more
europepmc +2 more sources
MeSHHeading2vec: a new method for representing MeSH headings as vectors based on graph embedding algorithm. [PDF]
Brief Bioinform, 2021 Effectively representing Medical Subject Headings (MeSH) headings (terms) such as disease and drug as discriminative vectors could greatly improve the performance of downstream computational prediction models.
Guo ZH +7 more
europepmc +2 more sources
GCMD: Genetic Correlation Multi-Domain Virtual Network Embedding Algorithm
IEEE Access, 2021 With the increase of network scale and the complexity of network structure, the problems of traditional Internet have emerged. At the same time, the appearance of network function virtualization (NFV) and network virtualization technologies has largely ...
Peiying Zhang +5 more
doaj +2 more sources
LINE: Large-scale Information Network Embedding [PDF]
The Web Conference, 2015 This paper studies the problem of embedding very large information networks into low-dimensional vector spaces, which is useful in many tasks such as visualization, node classification, and link prediction.
Mei, Qiaozhu +5 more
core +2 more sources
VNE-HPSO: Virtual Network Embedding Algorithm Based on Hybrid Particle Swarm Optimization
IEEE Access, 2020 Today, the 5G Internet era has arrived, and network virtualization technology has captured the attention of people. However, traditional single-domain virtual embedding technology generated huge overhead in embedding and caused a certain waste of ...
Peiying Zhang +3 more
doaj +2 more sources
Dynamic Virtual Network Embedding Algorithm Based on Graph Convolution Neural Network and Reinforcement Learning [PDF]
IEEE Internet of Things Journal, 2022 Network virtualization (NV) is a technology with broad application prospects. Virtual network embedding (VNE) is the core orientation of VN, which aims to provide more flexible underlying physical resource allocation for user function requests.
Peiying Zhang +4 more
semanticscholar +1 more source
Multi-Domain Virtual Network Embedding Algorithm Based on Horizontal Federated Learning [PDF]
IEEE Transactions on Information Forensics and Security, 2022 Network Virtualization (NV) is an emerging network dynamic planning technique to overcome network rigidity. As its necessary challenge, Virtual Network Embedding (VNE) enhances the scalability and flexibility of the network by decoupling the resources ...
Peiying Zhang +5 more
semanticscholar +1 more source
Security-Aware Virtual Network Embedding Algorithm Based on Reinforcement Learning [PDF]
IEEE Transactions on Network Science and Engineering, 2021 Virtual network embedding (VNE) algorithm is always the key problem in network virtualization (NV) technology. At present, the research in this field still has the following problems. The traditional way to solve VNE problem is to use heuristic algorithm.
Peiying Zhang +3 more
semanticscholar +1 more source
Monitoring the invariability of medical images during transmission over communication channels
Офтальмохирургия, 2022 Relevance. Modern methods of ophthalmic medical examinations, for example, ultrasound biomicroscopy, optical coherence tomography, axial MR tomography, and so on, allow you to save results, medical images in electronic form.
E.Yu. Gerling, K.A. Akhrameeva
doaj +1 more source
ECSS: High-Embedding-Capacity Audio Watermarking with Diversity Reception
Entropy, 2022 Digital audio watermarking is a promising technology for copyright protection, yet its low embedding capacity remains a challenge for widespread applications. In this paper, the spread-spectrum watermarking algorithm is viewed as a communication channel,
Shiqiang Wu +4 more
doaj +1 more source