Non-ferrous metals price forecasting based on variational mode decomposition and LSTM network

Y Liu, C Yang, K Huang, W Gui - Knowledge-Based Systems, 2020 - Elsevier
Non-ferrous metals are indispensable industrial materials and strategic supports of national
economic development. The price forecasting of non-ferrous metals is critical for investors …

The impact of awareness diffusion on SIR-like epidemics in multiplex networks

Z Wang, Q Guo, S Sun, C Xia - Applied Mathematics and Computation, 2019 - Elsevier
The epidemic diseases have been threatening to human health, and it is of high importance
to understand the properties of epidemic propagation among the population will help us to …

[HTML][HTML] The behavioral model and game theory

G Askari, ME Gordji, C Park - Palgrave Communications, 2019 - nature.com
The rational choice theory is based on this idea that people rationally pursue goals for
increasing their personal interests. Here, we present a new concept of rational choice as a …

Re-evaluating polycentric urban structure: A functional linkage perspective

T Wang, W Yue, X Ye, Y Liu, D Lu - Cities, 2020 - Elsevier
Polycentric urban development has become the buzzword among urban scholars, decision-
makers, and planners around the world. From the existing polycentric urban research, a …

[HTML][HTML] Evolution of cooperation in the spatial public goods game with the third-order reputation evaluation

W Yang, J Wang, C Xia - Physics Letters A, 2019 - Elsevier
In this letter, in order to deeply explore the role of individual reputation in the evolutionary
game dynamics, we present a new third-order reputation evaluation model to discuss the …

Community detection algorithm based on nonnegative matrix factorization and pairwise constraints

H Lu, X Sang, Q Zhao, J Lu - Physica A: Statistical Mechanics and its …, 2020 - Elsevier
Community detection is a critical issue in the field of complex networks. Nonnegative matrix
factorization (NMF) has been one of the hot research topics in community detection. In the …

An adaptive heuristic clustering algorithm for influence maximization in complex networks

PL Yang, GQ Xu, Q Yu, JW Guo - Chaos: An Interdisciplinary Journal of …, 2020 - pubs.aip.org
Influence maximization research in the real world allows us to better understand, accelerate
spreading processes for innovations and products, and effectively analyze, predict, and …

Identification of bridging centrality in complex networks

W Liu, M Pellegrini, A Wu - IEEE Access, 2019 - ieeexplore.ieee.org
Bridging nodes are critical for maintaining information, material, and energy exchanges
throughout a complex network. However, the importance of bridging nodes has often been …

Mining two-line element data to detect orbital maneuver for satellite

X Bai, C Liao, X Pan, M Xu - IEEE Access, 2019 - ieeexplore.ieee.org
Data clustering analysis is proposed to detect the orbital maneuvers of satellites at different
scales. In this study, the unsupervised classification methods of K-means, hierarchical, and …

An efficient algorithm for mining a set of influential spreaders in complex networks

L Jiang, X Zhao, B Ge, W Xiao, Y Ruan - Physica A: Statistical Mechanics …, 2019 - Elsevier
Identifying the influential nodes in social network is of significance for information spreading,
virus control and contagious disease detection. In this paper, the problem of influential …