Supervised link prediction in multiplex networks

N Shan, L Li, Y Zhang, S Bai, X Chen - Knowledge-Based Systems, 2020 - Elsevier
In recent years, multiplex networks have been introduced to describe real complex systems,
where the same group of entities make different types of interaction. In a multiplex network …

MNERLP-MUL: Merged node and edge relevance based link prediction in multiplex networks

S Mishra, SS Singh, A Kumar, B Biswas - Journal of Computational Science, 2022 - Elsevier
In multiplex networks, nodes can have multiple types of relationships (links) encoded into
different layers such that each layer represents a single type of link. Even though the nature …

HOPLPMUL: link prediction in multiplex networks based on higher order paths and layer fusion

S Mishra, SS Singh, A Kumar, B Biswas - Applied Intelligence, 2023 - Springer
Multiple kinds of connections (links) may be encoded into distinct layers in multiplex
networks, with each layer representing a particular type of link. Even if the type of linkages in …

Link prediction in multiplex networks using intralayer probabilistic distance and interlayer co-evolving factors

S Tofighy, NM Charkari, F Ghaderi - Physica A: Statistical Mechanics and its …, 2022 - Elsevier
Multiplex networks are very flexible at showing heterogeneous relationships between
identical entities. Link prediction is a fundamental problem in network science. There are …

Modeling the public transport networks: A study of their efficiency

ML Mouronte-López - Complexity, 2021 - Wiley Online Library
The public transportation network (PTN) provides mobility and access to community
resources, employment, medical care, infrastructures, and other resources in the city. This …

Link prediction in multiplex networks: An evidence theory method

H Luo, L Li, H Dong, X Chen - Knowledge-Based Systems, 2022 - Elsevier
Due to its broad range of applications, link prediction has captured considerable attention
from various disciplines. In this paper, we focus on the problem of link prediction in multiplex …

An information theoretic approach to link prediction in multiplex networks

SH Jafari, AM Abdolhosseini-Qomi, M Asadpour… - Scientific Reports, 2021 - nature.com
The entities of real-world networks are connected via different types of connections (ie,
layers). The task of link prediction in multiplex networks is about finding missing connections …

LPGRI: a global relevance-based link prediction approach for multiplex networks

C Wang, F Tang, X Zhao - Mathematics, 2023 - mdpi.com
The individuals of real-world networks participate in various types of connections, each
forming a layer in multiplex networks. Link prediction is an important problem in multiplex …

Hidden multiscale organization and robustness of real multiplex networks

G Son, M Ha, H Jeong - Physical Review E, 2024 - APS
Hidden geometry enables the investigation of complex networks at different scales.
Extending this framework to multiplex networks, we uncover a different kind of mesoscopic …

BT-LPD: B Tree-Inspired Community-Based Link Prediction in Dynamic Social Networks

SS Singh, S Muhuri, V Srivastava - Arabian Journal for Science and …, 2024 - Springer
This paper presents a link prediction algorithm for dynamic social networks based on B+
trees. The authors pointed out the need for precise link prediction in social network analysis …