Link prediction techniques, applications, and performance: A survey

A Kumar, SS Singh, K Singh, B Biswas - Physica A: Statistical Mechanics …, 2020 - Elsevier
Link prediction finds missing links (in static networks) or predicts the likelihood of future links
(in dynamic networks). The latter definition is useful in network evolution (Wang et al., 2011; …

On the role of community structure in evolution of opinion formation: A new bounded confidence opinion dynamics

Y Peng, Y Zhao, J Hu - Information Sciences, 2023 - Elsevier
The process of opinion formation and evolution is an important part of the study of opinion
dynamics. However, the existing opinion dynamics ignore the relationship between opinion …

Attributed graph clustering: A deep attentional embedding approach

C Wang, S Pan, R Hu, G Long, J Jiang… - arXiv preprint arXiv …, 2019 - arxiv.org
Graph clustering is a fundamental task which discovers communities or groups in networks.
Recent studies have mostly focused on developing deep learning approaches to learn a …

Perspective: Advances, challenges, and insight for predictive coarse-grained models

WG Noid - The Journal of Physical Chemistry B, 2023 - ACS Publications
By averaging over atomic details, coarse-grained (CG) models provide profound
computational and conceptual advantages for studying soft materials. In particular, bottom …

A survey on network embedding

P Cui, X Wang, J Pei, W Zhu - IEEE transactions on knowledge …, 2018 - ieeexplore.ieee.org
Network embedding assigns nodes in a network to low-dimensional representations and
effectively preserves the network structure. Recently, a significant amount of progresses …

[图书][B] Introduction to the theory of complex systems

S Thurner, R Hanel, P Klimek - 2018 - books.google.com
This book is a comprehensive introduction to quantitative approaches to complex adaptive
systems. Practically all areas of life on this planet are constantly confronted with complex …

Longitudinal investigation of the swine gut microbiome from birth to market reveals stage and growth performance associated bacteria

X Wang, T Tsai, F Deng, X Wei, J Chai, J Knapp… - Microbiome, 2019 - Springer
Background Despite recent advances in the understanding of the swine gut microbiome at
different growth stages, a comprehensive longitudinal study of the lifetime (birth to market) …

A scientometric review of global research on sustainability and sustainable development

TO Olawumi, DWM Chan - Journal of cleaner production, 2018 - Elsevier
The concept of sustainable development has gained worldwide attention in recent years
which had enhanced its implementation. However, few studies have attempted to map the …

A comprehensive survey on deep clustering: Taxonomy, challenges, and future directions

S Zhou, H Xu, Z Zheng, J Chen, J Bu, J Wu… - arXiv preprint arXiv …, 2022 - arxiv.org
Clustering is a fundamental machine learning task which has been widely studied in the
literature. Classic clustering methods follow the assumption that data are represented as …

Social network analysis: Characteristics of online social networks after a disaster

J Kim, M Hastak - International journal of information management, 2018 - Elsevier
Social media, such as Twitter and Facebook, plays a critical role in disaster management by
propagating emergency information to a disaster-affected community. It ranks as the fourth …