Identification of influencers in complex networks by local information dimensionality

T Wen, Y Deng - Information Sciences, 2020 - Elsevier
The identification of influential spreaders in complex networks is a popular topic in studies of
network characteristics. Many centrality measures have been proposed to address this …

Review on learning and extracting graph features for link prediction

EC Mutlu, T Oghaz, A Rajabi, I Garibay - Machine Learning and …, 2020 - mdpi.com
Link prediction in complex networks has attracted considerable attention from
interdisciplinary research communities, due to its ubiquitous applications in biological …

Link prediction in recommender systems based on vector similarity

Z Su, X Zheng, J Ai, Y Shen, X Zhang - Physica A: Statistical Mechanics and …, 2020 - Elsevier
Link prediction provides methods for estimating potential connections in complex networks
that have theoretical and practical relevance for personalized recommendations and various …

A survey on dynamic network embedding

Y Xie, C Li, B Yu, C Zhang, Z Tang - arXiv preprint arXiv:2006.08093, 2020 - arxiv.org
Real-world networks are composed of diverse interacting and evolving entities, while most
of existing researches simply characterize them as particular static networks, without …

A rumor & anti-rumor propagation model based on data enhancement and evolutionary game

Y Xiao, W Li, S Qiang, Q Li, H Xiao… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
In social topics, the study of rumor propagation mechanisms is essential to master social
behavior. In this paper, aiming to explore the adversarial game relationship between rumor …

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 …

A re-ranking algorithm for identifying influential nodes in complex networks

E Yu, Y Fu, Q Tang, JY Zhao, DB Chen - IEEE Access, 2020 - ieeexplore.ieee.org
Influential nodes in complex networks play more significant role than other nodes in many
applications such as viral marketing. Identification of the most influential nodes and ranking …

Supporting governance in healthcare through process mining: a case study

S Agostinelli, F Covino, G D'Agnese, C De Crea… - Ieee …, 2020 - ieeexplore.ieee.org
Healthcare organizations are under increasing pressure to improve productivity, gain
competitive advantage and reduce costs. In many cases, despite management already …

Predicting attitude of Indian student's towards ICT and mobile technology for real-time: preliminary results

C Verma, Z Illés, V Stoffová, PK Singh - IEEE Access, 2020 - ieeexplore.ieee.org
This paper proposed a novel futuristic approach to support the educational informatics and
overcome the conventional system of attitude measure. For this, we presented a significant …

Framework based on communicability to measure the similarity of nodes in complex networks

D Chen, H Su, GJ Pan - Information Sciences, 2020 - Elsevier
The structural properties of network system components often display strikingly similar
behavior when probed at a macroscopic perspective. Those structural properties, largely …