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Unidirectional and bidirectional LSTM models for edge weight predictions in dynamic cross-market equity networks
Predicting financial networks has important implications in finance. However, less research
attention has been given in this direction. This study aims to predict cross market linkage …
attention has been given in this direction. This study aims to predict cross market linkage …
Impact of global financial crisis on network of Asian stock markets
J Aswani - Algorithmic Finance, 2017 - journals.sagepub.com
This study examines the network dynamics of fourteen Asian Stock Markets (ASMs) in three
phases (pre, during, and post) of financial crisis of 2008. Based on network statistics, I find …
phases (pre, during, and post) of financial crisis of 2008. Based on network statistics, I find …
[HTML][HTML] Network mining based elucidation of the dynamics of cross-market clustering and connectedness in Asian region: An MST and hierarchical clustering …
We investigate the dynamics of cross-market clustering and connectedness of the Asian
capital markets in this study. We perform the cross-correlation structure analysis of the daily …
capital markets in this study. We perform the cross-correlation structure analysis of the daily …
Network topology of economic sectors
MA Djauhari, SL Gan - Journal of Statistical Mechanics: Theory …, 2016 - iopscience.iop.org
A lot of studies dealing with stock network analysis, where each individual stock is
represented by a univariate time series of its closing price, have been published. In these …
represented by a univariate time series of its closing price, have been published. In these …
[KNIHA][B] Computational intelligence paradigms in economic and financial decision making
M Resta - 2016 - Springer
This book presents a number of applications of computational intelligence paradigms, with a
focus on economic and financial decision-making. In this context, the book includes tools …
focus on economic and financial decision-making. In this context, the book includes tools …
How Do Stock Indices Respond to Market Shocks? Examining Stock Market Contagion in European Countries with Minimum Spanning Trees
This paper analyses the structural changes of the European stock markets by using a
minimum spanning tree graph. The aim was to point out similarities and differences of the …
minimum spanning tree graph. The aim was to point out similarities and differences of the …
Effective vector variance in modeling Malaysia highway traffic network
N Mohd Asrah - 2019 - eprints.uthm.edu.my
Highway traffic networks consist of in-coming vehicles to a toll plaza and out-coming
vehicles from a toll plaza. The current practice to analyse a network is by using social …
vehicles from a toll plaza. The current practice to analyse a network is by using social …
[PDF][PDF] Computer and Information Sciences
abstract Detection of person in the crowd is most exigent facial recognition aspect. Faces in
a group can comprise the criticality of face localization, partial occlusion, and facial …
a group can comprise the criticality of face localization, partial occlusion, and facial …
[PDF][PDF] Computer and Information Sciences
abstract We investigate the dynamics of cross-market clustering and connectedness of the
Asian capital markets in this study. We perform the cross-correlation structure analysis of the …
Asian capital markets in this study. We perform the cross-correlation structure analysis of the …
[PDF][PDF] A SIMILARITY MEASURE OF MULTIVARIATE TIME SERIES IN STOCKS NETWORK ANALYSIS
GANS LEE - 2016 - core.ac.uk
Correlation-based network as a model for financial markets, especially stock market, is a
complex system has received much attention. There have been a lot of studies which deals …
complex system has received much attention. There have been a lot of studies which deals …