Title
Nonlinear manifold learning for early warnings in financial markets.
Abstract
•Propose a robust new manifold learning method applicable to financial markets.•Provide early warning signals of impending market crises.•Analyze the robustness of financial markets for crisis prognostics.
Year
DOI
Venue
2017
10.1016/j.ejor.2016.08.058
European Journal of Operational Research
Keywords
Field
DocType
Data mining,Manifold learning,Financial markets,Early warning,Dynamic system
Attractor,Warning system,Time series,Mathematical optimization,Economics,Phase space,Nonlinear dimensionality reduction,Financial market,Manifold,Restructuring
Journal
Volume
Issue
ISSN
258
2
0377-2217
Citations 
PageRank 
References 
13
0.72
17
Authors
3
Name
Order
Citations
PageRank
Yan Huang1130.72
Gang Kou22527191.95
Yi Peng3130378.20