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Google Keyword Rankings for : finance cluster analysis
1
Cluster Analysis: Managing Risks You Didn't Know You Had
https://www.alliancebernstein.com/library/Cluster-Analysis-Managing-Risks-You-Didnt-Know-You-Had.htm
With mounting risks in financial markets, cluster analysis should play an increasing role in an investing toolkit.
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https://www.alliancebernstein.com/library/Cluster-Analysis-Managing-Risks-You-Didnt-Know-You-Had.htm
With mounting risks in financial markets, cluster analysis should play an increasing role in an investing toolkit.
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2
Cluster analysis on stock selection | by Hudson Ko
https://towardsdatascience.com/clustering-analysis-on-stock-selection-2c2fd079b295
Step 1: Choose a set of representative financial indicators. · Step 2: Perform Cluster analysis based on the above selected financial indicators.
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https://towardsdatascience.com/clustering-analysis-on-stock-selection-2c2fd079b295
Step 1: Choose a set of representative financial indicators. · Step 2: Perform Cluster analysis based on the above selected financial indicators.
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3
Clustering Approaches for Financial Data Analysis: a ... - arXiv
https://arxiv.org/pdf/1609.08520
This technique can be applied to analyse data in different domains such as finance, earth science, bioinformatics, medical diagnosis, web mining, and scientific ...
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https://arxiv.org/pdf/1609.08520
This technique can be applied to analyse data in different domains such as finance, earth science, bioinformatics, medical diagnosis, web mining, and scientific ...
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4
An Overview of Clustering Methods in The Financial World
https://www.atlantis-press.com/article/125971891.pdf
This paper briefly analysis the applications of clustering methods in the financial system, which includes credit scoring, trading strategy, portfolio analysis, ...
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https://www.atlantis-press.com/article/125971891.pdf
This paper briefly analysis the applications of clustering methods in the financial system, which includes credit scoring, trading strategy, portfolio analysis, ...
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5
K-Means Stock Clustering Analysis Based on Historical Price ...
https://scholarship.claremont.edu/cgi/viewcontent.cgi?article=3517&context=cmc_theses
After clustering, stock with the highest Sharpe ratio from each cluster is picked to become a part of the portfolio. The economic and financial ...
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https://scholarship.claremont.edu/cgi/viewcontent.cgi?article=3517&context=cmc_theses
After clustering, stock with the highest Sharpe ratio from each cluster is picked to become a part of the portfolio. The economic and financial ...
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6
Creating Diversified Portfolios Using Cluster Analysis
https://www.cs.princeton.edu/sites/default/files/uploads/karina_marvin.pdf
biases? The solution is an automated method of diversification using cluster analysis of financial assets. The cluster analysis serves as a method to find ...
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https://www.cs.princeton.edu/sites/default/files/uploads/karina_marvin.pdf
biases? The solution is an automated method of diversification using cluster analysis of financial assets. The cluster analysis serves as a method to find ...
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7
Finance applications of cluster analysis - ProQuest
https://search.proquest.com/openview/6faa34a374943e6c395f386bd408659b/1?pq-origsite=gscholar&cbl=18750&diss=y
In finance, there are interesting applications for internally cohesive and ... In this study, cluster analysis is used to group international companies by ...
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https://search.proquest.com/openview/6faa34a374943e6c395f386bd408659b/1?pq-origsite=gscholar&cbl=18750&diss=y
In finance, there are interesting applications for internally cohesive and ... In this study, cluster analysis is used to group international companies by ...
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8
Know Your Clients' Behaviours: A Cluster Analysis of ... - MDPI
https://www.mdpi.com/1911-8074/14/2/50
In Canada, financial advisors and dealers are required by provincial securities commissions and self-regulatory organizations—charged with direct regulation ...
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https://www.mdpi.com/1911-8074/14/2/50
In Canada, financial advisors and dealers are required by provincial securities commissions and self-regulatory organizations—charged with direct regulation ...
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9
Clustering Approaches for Financial Data Analysis: a Survey
https://www.researchgate.net/publication/308692634_Clustering_Approaches_for_Financial_Data_Analysis_a_Survey
Banking and financial institutes have applied different data mining techniques to enhance their business performance. Among these techniques, clustering has ...
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https://www.researchgate.net/publication/308692634_Clustering_Approaches_for_Financial_Data_Analysis_a_Survey
Banking and financial institutes have applied different data mining techniques to enhance their business performance. Among these techniques, clustering has ...
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10
Fine Clustering Analysis of Internet Financial Credit ...
https://www.sciencedirect.com/science/article/pii/S2214579621001143
The unsupervised machine learning method represented by clustering makes the mining and analysis in Internet financial credit reporting more ...
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https://www.sciencedirect.com/science/article/pii/S2214579621001143
The unsupervised machine learning method represented by clustering makes the mining and analysis in Internet financial credit reporting more ...
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11
Cluster Analysis of Financial Strategies of Companies - MDPI
https://mdpi-res.com/d_attachment/mathematics/mathematics-09-03192/article_deploy/mathematics-09-03192-v2.pdf?version=1639442094
This paper shows that cluster analysis methods can divide companies into classes according to financial strategies that they employ. This ...
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https://mdpi-res.com/d_attachment/mathematics/mathematics-09-03192/article_deploy/mathematics-09-03192-v2.pdf?version=1639442094
This paper shows that cluster analysis methods can divide companies into classes according to financial strategies that they employ. This ...
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12
Know Your Clients' Behaviours: A Cluster Analysis of ...
http://www.fields.utoronto.ca/talks/Know-Your-Clients-Behaviours-Cluster-Analysis-Financial-Transactions
In Canada, financial advisors and dealers are required by provincial securities commissions and self-regulatory organizations---charged with ...
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http://www.fields.utoronto.ca/talks/Know-Your-Clients-Behaviours-Cluster-Analysis-Financial-Transactions
In Canada, financial advisors and dealers are required by provincial securities commissions and self-regulatory organizations---charged with ...
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13
vettorefburana/Cluster-analysis-for-finance - GitHub
https://github.com/vettorefburana/Cluster-analysis-for-finance
Portfolio evaluation and backtesting using k-means, bounded k-means and hierarchical risk parity - GitHub - vettorefburana/Cluster-analysis-for-finance: ...
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https://github.com/vettorefburana/Cluster-analysis-for-finance
Portfolio evaluation and backtesting using k-means, bounded k-means and hierarchical risk parity - GitHub - vettorefburana/Cluster-analysis-for-finance: ...
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14
Unsupervised Learning: Stock Market Clustering with K-Means
https://www.mlq.ai/stock-market-clustering-with-k-means/
Imports & Data; Exploratory Data Analysis (EDA); K-Means Clustering ... The data source we'll be using for the companies will be Yahoo Finance and we'll ...
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https://www.mlq.ai/stock-market-clustering-with-k-means/
Imports & Data; Exploratory Data Analysis (EDA); K-Means Clustering ... The data source we'll be using for the companies will be Yahoo Finance and we'll ...
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15
A Cluster Analysis Study of Financial Ratios and Industry ...
https://www.jstor.org/stable/2490219
A Cluster Analysis Study of Financial. Ratios and Industry Characteristics. MANAK C. GUPTA AND RONALD J. HUEFNER*. In recent years, a considerable amount of ...
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https://www.jstor.org/stable/2490219
A Cluster Analysis Study of Financial. Ratios and Industry Characteristics. MANAK C. GUPTA AND RONALD J. HUEFNER*. In recent years, a considerable amount of ...
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16
Cluster Analysis - Machine Learning for Pairs Trading
https://algotrading101.com/learn/cluster-analysis-guide/
Stock data can be easily obtained by using financial data providers like Quandl, Yahoo Finance, dxFeed, Bloomberg, or by utilizing online brokers like ...
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https://algotrading101.com/learn/cluster-analysis-guide/
Stock data can be easily obtained by using financial data providers like Quandl, Yahoo Finance, dxFeed, Bloomberg, or by utilizing online brokers like ...
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17
Fuzzy Cluster Analysis of Financial Time Series and Their ...
https://ieeexplore.ieee.org/document/6721776
Using fuzzy clustering analysis with a correlation-based metric, we obtain a more insightful categorization of the companies into groups with fuzzy boundaries, ...
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https://ieeexplore.ieee.org/document/6721776
Using fuzzy clustering analysis with a correlation-based metric, we obtain a more insightful categorization of the companies into groups with fuzzy boundaries, ...
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18
Early Warning of Financial Risk Based on K-Means Clustering ...
https://www.hindawi.com/journals/complexity/2021/5571683/
The early warning of financial risk is to identify and analyze existing financial risk factors, determine the possibility and severity of occurring risks, ...
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https://www.hindawi.com/journals/complexity/2021/5571683/
The early warning of financial risk is to identify and analyze existing financial risk factors, determine the possibility and severity of occurring risks, ...
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19
a cluster analysis of bank financial statements - IDEAS/RePEc
https://ideas.repec.org/a/spr/jecfin/v44y2020i2d10.1007_s12197-019-09483-7.html
We use commercial bank financial statements with common size variables as the inputs to a cluster analysis model to identify clusters or groups of banks ...
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https://ideas.repec.org/a/spr/jecfin/v44y2020i2d10.1007_s12197-019-09483-7.html
We use commercial bank financial statements with common size variables as the inputs to a cluster analysis model to identify clusters or groups of banks ...
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20
Performance mapping in two-step cluster analysis through ...
https://www.emerald.com/insight/content/doi/10.1108/K-08-2021-0672/full/html
Using financial and non-financial information from annual reports of private listed companies, the authors performed two-step cluster analysis ( ...
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https://www.emerald.com/insight/content/doi/10.1108/K-08-2021-0672/full/html
Using financial and non-financial information from annual reports of private listed companies, the authors performed two-step cluster analysis ( ...
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21
Know Your Clients' behaviours: a cluster analysis of ... - DeepAI
https://deepai.org/publication/know-your-clients-behaviours-a-cluster-analysis-of-financial-transactions
05/07/20 - In Canada, financial advisors and dealers by ... Know Your Clients' behaviours: a cluster analysis of financial transactions.
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https://deepai.org/publication/know-your-clients-behaviours-a-cluster-analysis-of-financial-transactions
05/07/20 - In Canada, financial advisors and dealers by ... Know Your Clients' behaviours: a cluster analysis of financial transactions.
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22
Exploration of the investment patterns of potential retail ...
https://journalofbigdata.springeropen.com/articles/10.1186/s40537-021-00529-4
The analysis was able to identify clusters of potential customers with ... correspondence analysis (MCA) describing patterns of financial ...
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https://journalofbigdata.springeropen.com/articles/10.1186/s40537-021-00529-4
The analysis was able to identify clusters of potential customers with ... correspondence analysis (MCA) describing patterns of financial ...
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23
Which are useful applications of clustering in quantitative ...
https://quant.stackexchange.com/questions/24696/which-are-useful-applications-of-clustering-in-quantitative-finance
One potential use I could imagine would be identifying paradigm shifts / regime change. Just as a quick toy example, maybe you're interested in how ...
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https://quant.stackexchange.com/questions/24696/which-are-useful-applications-of-clustering-in-quantitative-finance
One potential use I could imagine would be identifying paradigm shifts / regime change. Just as a quick toy example, maybe you're interested in how ...
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24
using hierarchical cluster analysis techniques
https://www.ecb.europa.eu/pub/pdf/scpwps/ecbwp627.pdf
Basing our analysis on a number of banking, financial and economic indicators for the euro area countries and applying some newly developed cluster analysis ...
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https://www.ecb.europa.eu/pub/pdf/scpwps/ecbwp627.pdf
Basing our analysis on a number of banking, financial and economic indicators for the euro area countries and applying some newly developed cluster analysis ...
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25
Hedge Fund Classification using K-means Clustering Method
https://depts.washington.edu/sce2003/Papers/284.pdf
This study uses cluster analysis approach to classify hedge funds. ... In finance industry terminology, the meaning of hedge is the process of protecting ...
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https://depts.washington.edu/sce2003/Papers/284.pdf
This study uses cluster analysis approach to classify hedge funds. ... In finance industry terminology, the meaning of hedge is the process of protecting ...
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26
EIB Working Papers 2018/02 – Access to Finance and ...
https://www.eib.org/en/publications/economics-working-paper-2018-02
By applying a cluster analysis to group firms using information on their financing decisions, we investigate the link between finance and innovation of EU ...
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https://www.eib.org/en/publications/economics-working-paper-2018-02
By applying a cluster analysis to group firms using information on their financing decisions, we investigate the link between finance and innovation of EU ...
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27
Cluster analysis of development of ... - AgEcon Search
https://ageconsearch.umn.edu/record/287251/?ln=en
The cluster analysis tools allow verifying these hypotheses. ... an alternative hypothesis, due to the high integration of international financial markets, ...
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https://ageconsearch.umn.edu/record/287251/?ln=en
The cluster analysis tools allow verifying these hypotheses. ... an alternative hypothesis, due to the high integration of international financial markets, ...
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28
Event detection in finance using hierarchical clustering ... - NCBI
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8157256/
The algorithm identifies clusters of related news stories published by ... News analysis, Social media, Finance, Hierarchical clustering, ...
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https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8157256/
The algorithm identifies clusters of related news stories published by ... News analysis, Social media, Finance, Hierarchical clustering, ...
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29
K-means algorithm and its application for clustering ...
https://www.witpress.com/Secure/elibrary/papers/DATA06/DATA06004FU1.pdf
Keywords: K-means algorithm, clustering analysis, financial ratios, listed companies. 1 Introduction. In credit market, banks want to analyze the customer's ...
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https://www.witpress.com/Secure/elibrary/papers/DATA06/DATA06004FU1.pdf
Keywords: K-means algorithm, clustering analysis, financial ratios, listed companies. 1 Introduction. In credit market, banks want to analyze the customer's ...
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30
Cluster Analysis (Chapter 9) - Financial Analytics with R
https://www.cambridge.org/core/books/financial-analytics-with-r/cluster-analysis/774A4AB1BC0A3FC9C9F7275E44C3DADE
Financial Analytics with R - October 2016. ... 9 - Cluster Analysis ... A summary is not available for this content so a preview has been provided.
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https://www.cambridge.org/core/books/financial-analytics-with-r/cluster-analysis/774A4AB1BC0A3FC9C9F7275E44C3DADE
Financial Analytics with R - October 2016. ... 9 - Cluster Analysis ... A summary is not available for this content so a preview has been provided.
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31
Cluster analysis - Wikipedia
https://en.wikipedia.org/wiki/Cluster_analysis
Cluster analysis or clustering is the task of grouping a set of objects in such a way that objects in the same group (called a cluster) are more similar (in ...
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https://en.wikipedia.org/wiki/Cluster_analysis
Cluster analysis or clustering is the task of grouping a set of objects in such a way that objects in the same group (called a cluster) are more similar (in ...
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32
Clustering Based Peer Selection with Financial Ratios
http://raw.rutgers.edu/docs/wcars/40wcars/Presentations/KexingXuanYunsen.pdf
Clustering method. • Clustering analysis is one of the data mining methodologies that groups a set of objects in such a way that objects in a same cluster ...
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http://raw.rutgers.edu/docs/wcars/40wcars/Presentations/KexingXuanYunsen.pdf
Clustering method. • Clustering analysis is one of the data mining methodologies that groups a set of objects in such a way that objects in a same cluster ...
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33
The time series clustering of stock price in LQ45 index and its ...
https://iopscience.iop.org/article/10.1088/1742-6596/1943/1/012129/pdf
The purpose of this study is to cluster stock prices with the same characteristics and analyze companies' financial performance in each cluster and provide a ...
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https://iopscience.iop.org/article/10.1088/1742-6596/1943/1/012129/pdf
The purpose of this study is to cluster stock prices with the same characteristics and analyze companies' financial performance in each cluster and provide a ...
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34
Forming Stock Groups with a Cluster Analysis
http://swfa2015.uno.edu/B_Portfolio_Analysis_Optimization/paper_77.pdf
financial ratios and other firm-specific variables are not used to form the clusters, these other variables (listed in Table 1, Panel B) are used to help ...
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http://swfa2015.uno.edu/B_Portfolio_Analysis_Optimization/paper_77.pdf
financial ratios and other firm-specific variables are not used to form the clusters, these other variables (listed in Table 1, Panel B) are used to help ...
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35
A Cluster Analysis Approach for Banks' Risk Profile
https://www.ersj.eu/repec/ers/papers/09_1_p7.pdf
Cluster analysis, as an exploratory technique, by gathering together those credit institutions sharing similar features in terms of financial intermediation.
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https://www.ersj.eu/repec/ers/papers/09_1_p7.pdf
Cluster analysis, as an exploratory technique, by gathering together those credit institutions sharing similar features in terms of financial intermediation.
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36
CLUSTER ANALYSIS FOR BANK GROUPING BASED ON ...
https://www.ca-c.org/submissions/index.php/cac/article/download/450/336
Grouping was done using the cluster method on the financial statements of bank in. Indonesia. The variables used for this study are common size in the balance ...
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https://www.ca-c.org/submissions/index.php/cac/article/download/450/336
Grouping was done using the cluster method on the financial statements of bank in. Indonesia. The variables used for this study are common size in the balance ...
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37
What can cluster analysis offer in investing? - NSF PAR
https://par.nsf.gov/servlets/purl/10285131
The cluster analysis we perform involves grouping a set of financial assets into subgroups according to their co-movement tendency.
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https://par.nsf.gov/servlets/purl/10285131
The cluster analysis we perform involves grouping a set of financial assets into subgroups according to their co-movement tendency.
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38
Financial Dictionary - Cluster Analysis - ffreedom App
https://indianmoney.com/financial-dictionary/c/cluster-analysis
Definition of Cluster Analysis. Statistical classification technique in which cases, data, or objects (events, people, things, etc.) ...
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https://indianmoney.com/financial-dictionary/c/cluster-analysis
Definition of Cluster Analysis. Statistical classification technique in which cases, data, or objects (events, people, things, etc.) ...
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39
Forming Stock Groups with a Cluster Analysis of Common ...
https://www.semanticscholar.org/paper/Forming-Stock-Groups-with-a-Cluster-Analysis-of-Fodor/8390657f6a581c3e127bcaca8a6ce2f745c70d3f
Researchers often classify firms in various ways to test hypotheses about corporate finance or investments. Similarly, investors and analysts must classify ...
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https://www.semanticscholar.org/paper/Forming-Stock-Groups-with-a-Cluster-Analysis-of-Fodor/8390657f6a581c3e127bcaca8a6ce2f745c70d3f
Researchers often classify firms in various ways to test hypotheses about corporate finance or investments. Similarly, investors and analysts must classify ...
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40
K-Means Clustering of Daily OHLC Bar Data - QuantStart
https://www.quantstart.com/articles/k-means-clustering-of-daily-ohlc-bar-data/
In quantitative finance finding groups of similar assets, or regimes in asset ... Such analysis is interesting because it considers extra dimensions to ...
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https://www.quantstart.com/articles/k-means-clustering-of-daily-ohlc-bar-data/
In quantitative finance finding groups of similar assets, or regimes in asset ... Such analysis is interesting because it considers extra dimensions to ...
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41
Chapter 6: Cluster Analysis - World Scientific
https://www.worldscientific.com/doi/10.1142/9781786349378_0006
... Introduction to Machine Learning in Quantitative Finance, pp. ... In this chapter, we focus on cluster analysis as another type of algorithm aimed at ...
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https://www.worldscientific.com/doi/10.1142/9781786349378_0006
... Introduction to Machine Learning in Quantitative Finance, pp. ... In this chapter, we focus on cluster analysis as another type of algorithm aimed at ...
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42
Cluster Analysis of Stock Returns - Analytics Vidhya
https://www.analyticsvidhya.com/blog/2021/07/beginners-guide-to-cluster-analysis-of-stock-returns/
› blog › 2021/07 › be...
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https://www.analyticsvidhya.com/blog/2021/07/beginners-guide-to-cluster-analysis-of-stock-returns/
› blog › 2021/07 › be...
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43
Management of Innovations in Finance Education: Cluster ...
https://armgpublishing.com/journals/mmi/volume-11-issue-1/article-19/
Keywords: cluster analysis, financial literacy, PISA, pupils, OECD countries, Slovakia. JEL Classification: A29, I22, I25. Cite as: Mihalcova, B., Gallo, P.
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https://armgpublishing.com/journals/mmi/volume-11-issue-1/article-19/
Keywords: cluster analysis, financial literacy, PISA, pupils, OECD countries, Slovakia. JEL Classification: A29, I22, I25. Cite as: Mihalcova, B., Gallo, P.
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44
CLUSTERING APPROACH TO ANALYSIS OF THE CREDIT ...
https://ceur-ws.org/Vol-2927/paper10.pdf
Keywords: Customer Profitability Analysis, Clustering, Risk-Management,. Nonbank Lending, Payday Loans, Machine Learning. 1. Introduction. The modern financial ...
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https://ceur-ws.org/Vol-2927/paper10.pdf
Keywords: Customer Profitability Analysis, Clustering, Risk-Management,. Nonbank Lending, Payday Loans, Machine Learning. 1. Introduction. The modern financial ...
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45
Cluster analysis - Financial Dictionary
https://financial-dictionary.thefreedictionary.com/Cluster+analysis
Definition of Cluster analysis in the Financial Dictionary - by Free online English dictionary and encyclopedia. What is Cluster analysis?
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https://financial-dictionary.thefreedictionary.com/Cluster+analysis
Definition of Cluster analysis in the Financial Dictionary - by Free online English dictionary and encyclopedia. What is Cluster analysis?
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46
Clustering - Financial data and calculation factory - Quantilia
https://www.quantilia.com/clustering/
CLUSTERING ANALYSIS. Optimise your portfolio with data science. Achieve real diversification. The diversification of portfolios is more than ever a ...
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https://www.quantilia.com/clustering/
CLUSTERING ANALYSIS. Optimise your portfolio with data science. Achieve real diversification. The diversification of portfolios is more than ever a ...
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47
What explains the emergence and diffusion of climate-related ...
https://www.suerf.org/suer-policy-brief/38623/what-explains-the-emergence-and-diffusion-of-climate-related-financial-policies-in-g20-countries
Cluster analysis is used to learn which clusters exist and which factors differentiate them and drive the adoption of climate-related financial policies in ...
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https://www.suerf.org/suer-policy-brief/38623/what-explains-the-emergence-and-diffusion-of-climate-related-financial-policies-in-g20-countries
Cluster analysis is used to learn which clusters exist and which factors differentiate them and drive the adoption of climate-related financial policies in ...
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48
Forensic analytics using cluster analysis: Detecting anomalies ...
https://onlinelibrary.wiley.com/doi/abs/10.1002/jcaf.22486
Abstract Cluster analysis is a data analytics technique that can help forensic accountants effectively detect anomalies in complex financial ...
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https://onlinelibrary.wiley.com/doi/abs/10.1002/jcaf.22486
Abstract Cluster analysis is a data analytics technique that can help forensic accountants effectively detect anomalies in complex financial ...
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49
Explainable clustering and application to wealth management ...
https://dl.acm.org/doi/abs/10.1145/3383455.3422530
Many applications from the financial industry successfully leverage clustering algorithms to reveal meaningful patterns among a vast amount ...
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https://dl.acm.org/doi/abs/10.1145/3383455.3422530
Many applications from the financial industry successfully leverage clustering algorithms to reveal meaningful patterns among a vast amount ...
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50
Cluster Analysis for Investment Funds Portfolio Optimisation
https://www.springerprofessional.de/cluster-analysis-for-investment-funds-portfolio-optimisation-a-s/19658260
Clustering is an empirical procedure for grouping financial assets into homogeneous groups. The aim of cluster analysis is to maximize similarity within ...
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https://www.springerprofessional.de/cluster-analysis-for-investment-funds-portfolio-optimisation-a-s/19658260
Clustering is an empirical procedure for grouping financial assets into homogeneous groups. The aim of cluster analysis is to maximize similarity within ...
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51
BUSINESS MODELS IN BANKING: A CLUSTER ANALYSIS ...
https://go.gale.com/ps/i.do?id=GALE%7CA578047974&sid=googleScholar&v=2.1&it=r&linkaccess=abs&issn=14060922&p=AONE&sw=w
Keywords: banks, business model, cluster analysis, financial crisis ... In step (2), we use cluster analysis to classify the business models of selected ...
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https://go.gale.com/ps/i.do?id=GALE%7CA578047974&sid=googleScholar&v=2.1&it=r&linkaccess=abs&issn=14060922&p=AONE&sw=w
Keywords: banks, business model, cluster analysis, financial crisis ... In step (2), we use cluster analysis to classify the business models of selected ...
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52
Cluster Analysis for Anomaly Detection in Accounting Data
http://www.uhu.es/ijdar/10.4192/1577-8517-v11_4.pdf
(2007) use local outlier factor (LOF) values to measure the outlying behavior among peer groups to gauge the financial performance of companies. 3. The third ...
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http://www.uhu.es/ijdar/10.4192/1577-8517-v11_4.pdf
(2007) use local outlier factor (LOF) values to measure the outlying behavior among peer groups to gauge the financial performance of companies. 3. The third ...
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53
(PDF) The cluster analysis of the banking sector in Europe
https://www.academia.edu/29387533/The_cluster_analysis_of_the_banking_sector_in_Europe
The study will determine the similar pattern according to banking sector ratios and changes in the cluster groups affected by the financial crisis. It aims to ...
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https://www.academia.edu/29387533/The_cluster_analysis_of_the_banking_sector_in_Europe
The study will determine the similar pattern according to banking sector ratios and changes in the cluster groups affected by the financial crisis. It aims to ...
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54
A Cluster Analysis of the Importance of Country and Sector on ...
https://link.springer.com/chapter/10.1007/978-3-642-56181-8_52
Beckers, S., Connor, G., and Curds, R. (1996). National versus Global Influences on Equity Returns, Financial Analysts Journal, 52, 2, 31–39.
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https://link.springer.com/chapter/10.1007/978-3-642-56181-8_52
Beckers, S., Connor, G., and Curds, R. (1996). National versus Global Influences on Equity Returns, Financial Analysts Journal, 52, 2, 31–39.
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55
Profiling banks: how to use cluster analysis with payment ...
https://www.risk.net/journal-of-financial-market-infrastructures/7564216/profiling-banks-how-to-use-cluster-analysis-with-payment-system-data
Cai et al (2012) investigate the general application of cluster analysis to financial data, finding that not all clustering techniques are ...
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https://www.risk.net/journal-of-financial-market-infrastructures/7564216/profiling-banks-how-to-use-cluster-analysis-with-payment-system-data
Cai et al (2012) investigate the general application of cluster analysis to financial data, finding that not all clustering techniques are ...
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56
CLUSTER ANALYSIS OF FINANCIAL BEHAVIORS AND ...
https://jurnalmanajemen.petra.ac.id/index.php/man/article/view/21604/19624
A cluster analysis was used to analyze the data and portray the characteristics of the BOP. ... financial preferences, financial literacy, cluster analysis.
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https://jurnalmanajemen.petra.ac.id/index.php/man/article/view/21604/19624
A cluster analysis was used to analyze the data and portray the characteristics of the BOP. ... financial preferences, financial literacy, cluster analysis.
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57
A Cluster Analysis of Financial Transactions - SSRN Papers
https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3595433
In Canada, financial advisors and dealers are required by provincial securities commissions and self-regulatory organizations--charged with ...
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https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3595433
In Canada, financial advisors and dealers are required by provincial securities commissions and self-regulatory organizations--charged with ...
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58
Identification of Credit Risk Based on Cluster ... - NASA/ADS
https://ui.adsabs.harvard.edu/abs/arXiv:1706.07466
... bank policies and offering financial products. This paper uses cluster analysis of behaviour of credit card accounts to help assess credit risk level.
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https://ui.adsabs.harvard.edu/abs/arXiv:1706.07466
... bank policies and offering financial products. This paper uses cluster analysis of behaviour of credit card accounts to help assess credit risk level.
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59
Cluster Analysis on PEAD Using SUE Model with Quarterly Data
https://www.scirp.org/journal/paperinformation.aspx?paperid=29691
A further cluster analysis is made to examine PEAD phenomenon under different market ... decisions and the quantitative trading financial products developments.
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https://www.scirp.org/journal/paperinformation.aspx?paperid=29691
A further cluster analysis is made to examine PEAD phenomenon under different market ... decisions and the quantitative trading financial products developments.
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60
Application of Clustering Methods to Trading Strategies in the ...
https://www.imperial.ac.uk/media/imperial-college/faculty-of-natural-sciences/department-of-mathematics/math-finance/Lu_Yilang_01407813.pdf
MSc in Mathematics and Finance, Imperial College London, 2017-2018 ... dependence function which was introduced during the analysis of K-means clustering.
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https://www.imperial.ac.uk/media/imperial-college/faculty-of-natural-sciences/department-of-mathematics/math-finance/Lu_Yilang_01407813.pdf
MSc in Mathematics and Finance, Imperial College London, 2017-2018 ... dependence function which was introduced during the analysis of K-means clustering.
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61
Cluster Analysis - Marco Sammon
http://marcosammon.com/2020/06/19/competitors.html
Who are Amazon's (AMZN) competitors? This seems like a simple question, but I don't think there is an easy answer. In the finance literature ...
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http://marcosammon.com/2020/06/19/competitors.html
Who are Amazon's (AMZN) competitors? This seems like a simple question, but I don't think there is an easy answer. In the finance literature ...
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62
Asset Clusters and Asset Networks in Financial Risk ...
https://d-nb.info/1108447864/34
Scenario Based and Dynamic Analysis of Risk Concentrations ______ 94. 6. Further Potential of Clustering and Networks in Finance ______ 96. 7. Bibliography ...
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https://d-nb.info/1108447864/34
Scenario Based and Dynamic Analysis of Risk Concentrations ______ 94. 6. Further Potential of Clustering and Networks in Finance ______ 96. 7. Bibliography ...
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63
Career Clusters - Finance - VDOE
https://doe.virginia.gov/instruction/career_technical/career_clusters/finance/index.shtml
The Finance cluster is about using your math skills and financial knowledge to provide services related to investment banking, asset management, accounting, ...
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https://doe.virginia.gov/instruction/career_technical/career_clusters/finance/index.shtml
The Finance cluster is about using your math skills and financial knowledge to provide services related to investment banking, asset management, accounting, ...
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64
7. The cluster analysis of the banking sector in Europe
http://acta.bibl.u-szeged.hu/57533/1/economics_and_management_of_global_value_chains_111-127.pdf
For large, complex financial institutions of both the. United States and Europe, Hawkesby, Marsh, and Stevens (2002) applied agglomerative hierarchical cluster ...
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http://acta.bibl.u-szeged.hu/57533/1/economics_and_management_of_global_value_chains_111-127.pdf
For large, complex financial institutions of both the. United States and Europe, Hawkesby, Marsh, and Stevens (2002) applied agglomerative hierarchical cluster ...
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65
BEHAVIOURAL CLUSTER ANALYSIS
https://fmsb.com/wp-content/uploads/2018/07/BCA_v32_1.pdf
financial services firm, it surely deserves the same level of analysis as other risks. The FMSB BCA Committee has sought to address these requirements in ...
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https://fmsb.com/wp-content/uploads/2018/07/BCA_v32_1.pdf
financial services firm, it surely deserves the same level of analysis as other risks. The FMSB BCA Committee has sought to address these requirements in ...
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66
Ability to pay for medication: a clustering analysis of 1404 ...
https://www.futuremedicine.com/doi/10.2217/cer-2019-0063
Aim: The study was conducted to understand how key determinants of the Patient Financial Eligibility Tool (PFET), a previously validated ...
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https://www.futuremedicine.com/doi/10.2217/cer-2019-0063
Aim: The study was conducted to understand how key determinants of the Patient Financial Eligibility Tool (PFET), a previously validated ...
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67
Applications of Data Analytics: Cluster Analysis of Not-forProfit ...
https://researchwith.montclair.edu/en/publications/applications-of-data-analytics-cluster-analysis-of-not-forprofit-
We apply our artifact to two different datasets: the first uses the U.S. states' financial statements, and the second utilizes survey results ...
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https://researchwith.montclair.edu/en/publications/applications-of-data-analytics-cluster-analysis-of-not-forprofit-
We apply our artifact to two different datasets: the first uses the U.S. states' financial statements, and the second utilizes survey results ...
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68
Cluster Analysis And Time Series Models With Applications To ...
https://www.academicgates.com/job/cluster-analysis-and-time-series-models-with-applications-to-finance-and-social-sciences/422543/view
Cluster Analysis And Time Series Models With Applications To Finance And Social Sciences. Universities and Institutes of Italy. Research Position. . Italy.
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https://www.academicgates.com/job/cluster-analysis-and-time-series-models-with-applications-to-finance-and-social-sciences/422543/view
Cluster Analysis And Time Series Models With Applications To Finance And Social Sciences. Universities and Institutes of Italy. Research Position. . Italy.
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69
A Cluster Analysis of Stocks to Define an Investment Strategy
http://www.diva-portal.org/smash/get/diva2:1333940/FULLTEXT01.pdf
Cluster analysis is used in various areas in order to find similarities in data. How- ever, cluster analyses based on stock indices or financial ...
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http://www.diva-portal.org/smash/get/diva2:1333940/FULLTEXT01.pdf
Cluster analysis is used in various areas in order to find similarities in data. How- ever, cluster analyses based on stock indices or financial ...
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70
Clustering Techniques and Their Effect on Portfolio Formation ...
https://financialresearch.gov/staff-discussion-papers/files/OFRsdp2015-01_LemieuxRahmdelWalkerWongFlood_ClusteringTechniques.pdf
finance, clustering can segment stock data into portfolios for ... parative analysis of different financial stability risk analysis.
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https://financialresearch.gov/staff-discussion-papers/files/OFRsdp2015-01_LemieuxRahmdelWalkerWongFlood_ClusteringTechniques.pdf
finance, clustering can segment stock data into portfolios for ... parative analysis of different financial stability risk analysis.
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71
CLUSTER ANALYSIS OF STEEL INDUSTRY
http://itpb.eu/pdf/2013-2/24-Michal%20Kravec,%20Adela%20Slivkova.pdf
These financial ratios were reduced by using factor analysis to 4 factors that represent latent variables. Cluster analysis was conducted in order to classify ...
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http://itpb.eu/pdf/2013-2/24-Michal%20Kravec,%20Adela%20Slivkova.pdf
These financial ratios were reduced by using factor analysis to 4 factors that represent latent variables. Cluster analysis was conducted in order to classify ...
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72
Financial services clustering and its significance for London
http://ethicalfinancehub.org/wp-content/uploads/2017/12/Financial-Services-Clustering-and-its-significance-for-London-publishedreport-2013.pdf
The analysis of the location of London financial service firms shows a distinctive East-West concentration, with four separate clusters identified:.
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http://ethicalfinancehub.org/wp-content/uploads/2017/12/Financial-Services-Clustering-and-its-significance-for-London-publishedreport-2013.pdf
The analysis of the location of London financial service firms shows a distinctive East-West concentration, with four separate clusters identified:.
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73
Full article: Adoption of mobile money and financial inclusion
https://www.tandfonline.com/doi/full/10.1080/10438599.2017.1322234
A Ward cluster analysis is employed to distinguish the macroeconomic characteristics of countries with similar adoption levels.
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https://www.tandfonline.com/doi/full/10.1080/10438599.2017.1322234
A Ward cluster analysis is employed to distinguish the macroeconomic characteristics of countries with similar adoption levels.
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74
Application of cluster analysis in justification of digital banking ...
https://economy.spbstu.ru/en/article/2022.93.3/
The article discusses issues related to digital transformation of finance. Attention is paid to the issues of systematization and processing of a large flow ...
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https://economy.spbstu.ru/en/article/2022.93.3/
The article discusses issues related to digital transformation of finance. Attention is paid to the issues of systematization and processing of a large flow ...
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75
Detection of Financial Reporting Fraud Based on Clustering ...
http://article.nadiapub.com/IJDTA/vol8_no1/17.pdf
Basic Idea of Cluster Arithmetic. 2.1. The Definition of Cluster. Cluster analysis means dividing a data object into multiple categories or clusters.
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http://article.nadiapub.com/IJDTA/vol8_no1/17.pdf
Basic Idea of Cluster Arithmetic. 2.1. The Definition of Cluster. Cluster analysis means dividing a data object into multiple categories or clusters.
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76
An Introduction to Cluster Analysis | Alchemer Blog
https://www.alchemer.com/resources/blog/cluster-analysis/
Cluster analysis is a statistical method used to group similar objects into respective categories by identifying trends and patterns.
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https://www.alchemer.com/resources/blog/cluster-analysis/
Cluster analysis is a statistical method used to group similar objects into respective categories by identifying trends and patterns.
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77
FTA-4005 Introduction to Financial Data Analytics | UWG
https://www.westga.edu/academics/course_details.php?course=FTA-4005
The topics discussed include an introduction to R language, visualization of financial data, cluster analysis, simple and multiple linear regression, ...
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https://www.westga.edu/academics/course_details.php?course=FTA-4005
The topics discussed include an introduction to R language, visualization of financial data, cluster analysis, simple and multiple linear regression, ...
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78
Applications of Data Analytics: Cluster Analysis of Not-for ...
https://meridian.allenpress.com/jis/article/35/3/199/468095/Applications-of-Data-Analytics-Cluster-Analysis-of
In both applications, we demonstrate how clustering may be used on governmental data to gain new insights about financial statements and ...
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https://meridian.allenpress.com/jis/article/35/3/199/468095/Applications-of-Data-Analytics-Cluster-Analysis-of
In both applications, we demonstrate how clustering may be used on governmental data to gain new insights about financial statements and ...
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79
Relation between Financial Market Structure and the Real ...
https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0116201
The dynamical analysis on a rolling window also reveals that the ... first time to financial data, a novel hierarchical clustering approach, ...
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https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0116201
The dynamical analysis on a rolling window also reveals that the ... first time to financial data, a novel hierarchical clustering approach, ...
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80
Cluster analysis of development of alternative ... - CEEOL
https://www.ceeol.com/content-files/document-759977.pdf
DOI: http://dx.doi.org/10.15208/beh.2019.6. Cluster analysis of development of alternative finance models depending on the regional affiliation of countries.
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https://www.ceeol.com/content-files/document-759977.pdf
DOI: http://dx.doi.org/10.15208/beh.2019.6. Cluster analysis of development of alternative finance models depending on the regional affiliation of countries.
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81
How to Form Clusters in Python: Data Clustering Methods
https://builtin.com/data-science/data-clustering-python
In finance, clustering can detect different forms of illegal market activity like ... Python offers many useful tools for performing cluster analysis.
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https://builtin.com/data-science/data-clustering-python
In finance, clustering can detect different forms of illegal market activity like ... Python offers many useful tools for performing cluster analysis.
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82
Hierarchical Clustering and Networks in Finance | Riskfolio-Lib
https://medium.com/@orenji.eirl/hierarchical-clustering-and-networks-with-python-and-riskfolio-lib-dd3f09a5e9af
In finance, hierarchical clustering has two main applications: Building clusters that allows us to diversify risk through weight constraints. In new portfolio ...
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https://medium.com/@orenji.eirl/hierarchical-clustering-and-networks-with-python-and-riskfolio-lib-dd3f09a5e9af
In finance, hierarchical clustering has two main applications: Building clusters that allows us to diversify risk through weight constraints. In new portfolio ...
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83
Clustering Financial Time Series: How Long Is Enough? - IJCAI
https://www.ijcai.org/Proceedings/16/Papers/367.pdf
work, motivated by the clustering of financial time series, ... to a given clustering algorithm, and thus difficult to consider in a theoretical analysis.
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https://www.ijcai.org/Proceedings/16/Papers/367.pdf
work, motivated by the clustering of financial time series, ... to a given clustering algorithm, and thus difficult to consider in a theoretical analysis.
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84
The Financial Structure of the Spanish Hotel Industry
https://journals.sagepub.com/doi/abs/10.5367/000000009787536690
This process demands a new approach to their financial strategies and thus will ... Structure of the Spanish Hotel Industry: Evidence from Cluster Analysis.
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https://journals.sagepub.com/doi/abs/10.5367/000000009787536690
This process demands a new approach to their financial strategies and thus will ... Structure of the Spanish Hotel Industry: Evidence from Cluster Analysis.
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85
Accounting and Finance Cluster Frameworks
https://education.mn.gov/mdeprod/idcplg?IdcService=GET_FILE&dDocName=mde086513&RevisionSelectionMethod=latestReleased&Rendition=primary
10.05 Analyze options for building wealth through investment opportunities. AF18.10.05.01 Develop long-term financial goals based on lifestyle expectations and ...
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https://education.mn.gov/mdeprod/idcplg?IdcService=GET_FILE&dDocName=mde086513&RevisionSelectionMethod=latestReleased&Rendition=primary
10.05 Analyze options for building wealth through investment opportunities. AF18.10.05.01 Develop long-term financial goals based on lifestyle expectations and ...
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86
Event detection in finance using hierarchical clustering ... - PeerJ
https://peerj.com/articles/cs-438.pdf
Keywords Natural language processing, Event detection, News analysis, Social media, Finance,. Hierarchical clustering, Stocktwits ...
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https://peerj.com/articles/cs-438.pdf
Keywords Natural language processing, Event detection, News analysis, Social media, Finance,. Hierarchical clustering, Stocktwits ...
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87
Cluster Analysis Approach - LinkedIn
https://www.linkedin.com/pulse/cluster-analysis-approach-lesya-berbeka
Sr. Financial Engineer, Analytics Quants ... Clustering analysis is one of the methods to build statistical industry classification.
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https://www.linkedin.com/pulse/cluster-analysis-approach-lesya-berbeka
Sr. Financial Engineer, Analytics Quants ... Clustering analysis is one of the methods to build statistical industry classification.
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88
Cluster Analysis of High-Dimensional High-Frequency ...
https://cel.eng.sydney.edu.au/wp-content/uploads/2019/01/ls_cifer13.pdf
Cluster Analysis of High-Dimensional High-Frequency Financial. Time Series. Syed A. Pasha and Philip H.W. Leong. Abstract—Recently the availability of tick ...
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https://cel.eng.sydney.edu.au/wp-content/uploads/2019/01/ls_cifer13.pdf
Cluster Analysis of High-Dimensional High-Frequency Financial. Time Series. Syed A. Pasha and Philip H.W. Leong. Abstract—Recently the availability of tick ...
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89
[APAC] BQuant spotlight:Machine Learning Cluster Analysis
https://www.bloomberg.com/professional/blog/webinar/apac-bquant-spotlightmachine-learning-cluster-analysis/
Preview an application of hierarchical clustering on groups of financial asset time-series data. Speakers. Ryan Jazayeri. Quant Specialist.
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https://www.bloomberg.com/professional/blog/webinar/apac-bquant-spotlightmachine-learning-cluster-analysis/
Preview an application of hierarchical clustering on groups of financial asset time-series data. Speakers. Ryan Jazayeri. Quant Specialist.
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90
Advances in Accounting
https://e-tarjome.com/storage/panel/fileuploads/2019-06-11/1560245382_E11288-e-tarjome.pdf
A R T I C L E I N F O. Keywords: Compositional data analysis (CoDa). Financial ratio. Cluster analysis. Ilr coordinate. Aitchison's distance.
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https://e-tarjome.com/storage/panel/fileuploads/2019-06-11/1560245382_E11288-e-tarjome.pdf
A R T I C L E I N F O. Keywords: Compositional data analysis (CoDa). Financial ratio. Cluster analysis. Ilr coordinate. Aitchison's distance.
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91
Know Your Clients' behaviours: a cluster ... - Papers With Code
https://paperswithcode.com/paper/know-your-clients-behaviours-a-cluster
In Canada, financial advisors and dealers are required by provincial securities commissions and self-regulatory organizations--charged with ...
→ Check Latest Keyword Rankings ←
https://paperswithcode.com/paper/know-your-clients-behaviours-a-cluster
In Canada, financial advisors and dealers are required by provincial securities commissions and self-regulatory organizations--charged with ...
→ Check Latest Keyword Rankings ←
92
Application of Factor and Cluster Analysis for an evaluation of ...
https://mpra.ub.uni-muenchen.de/73536/1/MPRA_paper_73536.pdf
8 factors cluster analysis was carried out to group 24 foreign banks ... Key Words- Foreign Banks, Finance, Models, Foreign Trade, Financing.
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https://mpra.ub.uni-muenchen.de/73536/1/MPRA_paper_73536.pdf
8 factors cluster analysis was carried out to group 24 foreign banks ... Key Words- Foreign Banks, Finance, Models, Foreign Trade, Financing.
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93
Combining cluster analysis with rough set theory for financial ...
https://www.aiecon.org/conference/2008/CIEF/Combining%20cluster%20analysis%20with%20rough%20set%20theory%20for%20financial%20crisis%20prediction%20of%20electronics%20industry.pdf
set theory for Taiwan electronic companies for distress prediction. Keywords: Business failure prediction, Financial crisis, Cluster Analysis, Rough.
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https://www.aiecon.org/conference/2008/CIEF/Combining%20cluster%20analysis%20with%20rough%20set%20theory%20for%20financial%20crisis%20prediction%20of%20electronics%20industry.pdf
set theory for Taiwan electronic companies for distress prediction. Keywords: Business failure prediction, Financial crisis, Cluster Analysis, Rough.
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