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Most real-world information networks are heterogeneous, which contain multiple types of entities and relations between the entities. Large-scale and heterogeneity are the typical properties of heterogeneous information networks, and their community ...
Meilian Lu +3 more
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Many real-world applications give rise to large heterogeneous networks where nodes and edges can be of any arbitrary type (e.g., user, web page, location). Special cases of such heterogeneous graphs include homogeneous graphs, bipartite, k-partite, signed, labeled graphs, among many others.
Ryan A. Rossi +6 more
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To address the limitations of centralized resource allocation, i.e., high computational complexity and signaling overhead, a distributed beamforming and power allocation strategy is proposed for heterogeneous networks with multiple-input-single-output ...
Kisong Lee
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Background and Objective: Heterogeneous complex networks are large graphs consisting of different types of nodes and edges. The knowledge extraction from these networks is complicated. Moreover, the scale of these networks is steadily increasing.
Ghadiri, Nasser +3 more
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Semantic-aware Heterogeneous Graph Attention Network Based on Multi-view RepresentationLearning [PDF]
In recent years,graph neural networks have received widespread attention for their ability to efficiently process complex structures and rich semantic information in heterogeneous graphs.Learning low-dimensional node embeddings of heterogeneous graphs ...
WANG Jinghong, WU Zhibing, WANG Xizhao, LI Haokang
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Accumulated evidence of biological clinical trials has shown that long non-coding RNAs (lncRNAs) are closely related to the occurrence and development of various complex human diseases.
Jianwei Li +5 more
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Random walks on mutual microRNA-target gene interaction network improve the prediction of disease-associated microRNAs [PDF]
Background: MicroRNAs (miRNAs) have been shown to play an important role in pathological initiation, progression and maintenance. Because identification in the laboratory of disease-related miRNAs is not straightforward, numerous network-based methods ...
Dinh-Toi Chu, Dinh-Toi Chu +4 more
core +2 more sources
Network formation with heterogeneous players [PDF]
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Andrea Galeotti +2 more
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The heterogeneous information networks are omnipresent in real-world applications, which consist of multiple types of objects with various rich semantic meaningful links among them.
Jibing Wu +6 more
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MIRAI architecture for heterogeneous network [PDF]
One of the keywords that describe next-generation wireless communications is "seamless." As part of the e-Japan Plan promoted by the Japanese Government, the Multimedia Integrated Network by Radio Access Innovation project has as its goal the development of new technologies to enable seamless integration of various wireless access systems for practical
Wu, Gang +2 more
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