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Google Keyword Rankings for : it dark tower connection
1
Chaotic Time Series Analysis in Economics - IDEAS/RePEc
https://ideas.repec.org/p/tur/wpaper/25.html
For this purpose, chaos tests test are developed to investigate the basic features of chaotic phenomena: nonlinearity, fractal attractor, and sensitivity to ...
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https://ideas.repec.org/p/tur/wpaper/25.html
For this purpose, chaos tests test are developed to investigate the basic features of chaotic phenomena: nonlinearity, fractal attractor, and sensitivity to ...
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2
Detecting chaos in financial time series
https://wiki.santafe.edu/images/2/24/Detectingchaos.pdf
We calculate Lyapunov exponents following the algorithm proposed by Rosenstein et al (1993). A positive Lyapunov exponent correlates with chaos. The negative.
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https://wiki.santafe.edu/images/2/24/Detectingchaos.pdf
We calculate Lyapunov exponents following the algorithm proposed by Rosenstein et al (1993). A positive Lyapunov exponent correlates with chaos. The negative.
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3
Does Chaos Matter in Financial Time Series Analysis?
https://www.econjournals.com/index.php/ijefi/article/download/8058/pdf/20029
ABSTRACT. The apparent randomness of financial market led some economists to approach chaos theory as a theoretical framework able to explain those.
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https://www.econjournals.com/index.php/ijefi/article/download/8058/pdf/20029
ABSTRACT. The apparent randomness of financial market led some economists to approach chaos theory as a theoretical framework able to explain those.
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4
Chaotic signals inside some tick-by-tick financial time series
https://www.sciencedirect.com/science/article/abs/pii/S0960077920302526
A time series is said to be chaotic if and only if it is nonlinear, deterministic and sensitive to initial conditions [7]. The prediction of a chaotic time ...
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https://www.sciencedirect.com/science/article/abs/pii/S0960077920302526
A time series is said to be chaotic if and only if it is nonlinear, deterministic and sensitive to initial conditions [7]. The prediction of a chaotic time ...
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5
Using Lyapunov's method for analysing of chaotic behaviour ...
https://www.aimspress.com/article/doi/10.3934/NAR.2020017?viewType=HTML
A good application for demonstrating the value of time series forecasting in financial market is forecasting stock prices. In essence, modern finance and ...
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https://www.aimspress.com/article/doi/10.3934/NAR.2020017?viewType=HTML
A good application for demonstrating the value of time series forecasting in financial market is forecasting stock prices. In essence, modern finance and ...
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6
Full article: Prediction in chaotic time series: methods and ...
https://www.tandfonline.com/doi/full/10.1080/13518470110074846
In recent years, there has been a growing interest in the search for evidence of non-linear dynamical systems and chaotic processes in financial markets. One ...
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https://www.tandfonline.com/doi/full/10.1080/13518470110074846
In recent years, there has been a growing interest in the search for evidence of non-linear dynamical systems and chaotic processes in financial markets. One ...
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7
Classification of Foreign Exchange Rates Series via Their ...
http://www.cmsim.eu/papers_pdf/july_2012_papers/7_CMSIM_2012_Das_Das_Coban_3_509-517.pdf
The Chaotic Analysis of Financial Time Series: ... nal dynamics and surrogate data while measuring nonlinear similarity of time series.
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http://www.cmsim.eu/papers_pdf/july_2012_papers/7_CMSIM_2012_Das_Das_Coban_3_509-517.pdf
The Chaotic Analysis of Financial Time Series: ... nal dynamics and surrogate data while measuring nonlinear similarity of time series.
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8
Chaotic time series analysis in economics - PubMed
https://pubmed.ncbi.nlm.nih.gov/25554020/
More specifically, our attention will be devoted to reviewing some of these techniques and their application to economic and financial data in order to ...
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https://pubmed.ncbi.nlm.nih.gov/25554020/
More specifically, our attention will be devoted to reviewing some of these techniques and their application to economic and financial data in order to ...
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9
Predicting Chaotic Time Series
https://books-library.net/files/books-library.net-01300357Wm7J0.pdf
One of the most common problems that financial managers have to face is the accurate prediction of time series. Various models are used for the modeling of ...
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https://books-library.net/files/books-library.net-01300357Wm7J0.pdf
One of the most common problems that financial managers have to face is the accurate prediction of time series. Various models are used for the modeling of ...
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10
The Chaotic Analysis of Financial Time Series: Classication of ...
https://www.semanticscholar.org/paper/The-Chaotic-Analysis-of-Financial-Time-Series%3A-of-Das-Das/8b30d81236ac00a044d0e71a200edb79ce5205eb
Corpus ID: 5802723. The Chaotic Analysis of Financial Time Series: Classication of Foreign Exchange Rates Series via Their Exponential Divergence Curves.
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https://www.semanticscholar.org/paper/The-Chaotic-Analysis-of-Financial-Time-Series%3A-of-Das-Das/8b30d81236ac00a044d0e71a200edb79ce5205eb
Corpus ID: 5802723. The Chaotic Analysis of Financial Time Series: Classication of Foreign Exchange Rates Series via Their Exponential Divergence Curves.
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11
Chaos and Nonlinear Forecastability in Economics and ... - jstor
https://www.jstor.org/stable/54216
the empirical evidence for chaos in financial markets and macroeconom emphasizing what exactly is known about these time series in terms of f.
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https://www.jstor.org/stable/54216
the empirical evidence for chaos in financial markets and macroeconom emphasizing what exactly is known about these time series in terms of f.
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12
Forbidden patterns in financial time series - AIP Publishing
https://aip.scitation.org/doi/10.1063/1.2841197
Nevertheless, when the series corresponds to a chaotic variable, there are some patterns that cannot be encountered in the data due to the underlying ...
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https://aip.scitation.org/doi/10.1063/1.2841197
Nevertheless, when the series corresponds to a chaotic variable, there are some patterns that cannot be encountered in the data due to the underlying ...
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13
Prediction in chaotic time series: methods and comparisons ...
https://www.econbiz.de/Record/prediction-in-chaotic-time-series-methods-and-comparisons-with-an-application-to-financial-intra-day-data-guegan/10005438029
Prediction in chaotic time series: methods and comparisons with an application to financial intra-day data. Different prediction methods for chaotic ...
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https://www.econbiz.de/Record/prediction-in-chaotic-time-series-methods-and-comparisons-with-an-application-to-financial-intra-day-data-guegan/10005438029
Prediction in chaotic time series: methods and comparisons with an application to financial intra-day data. Different prediction methods for chaotic ...
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14
The Prediction of the Financial Time Series Based on ...
https://link.springer.com/chapter/10.1007/11539087_165
In this paper we firstly analysis the chaotic characters of three sets of the financial time series (Hang Sheng Index (HIS), Shanghai Stock Index and US ...
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https://link.springer.com/chapter/10.1007/11539087_165
In this paper we firstly analysis the chaotic characters of three sets of the financial time series (Hang Sheng Index (HIS), Shanghai Stock Index and US ...
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15
Time Series Prediction of Stock market data by using Chaos ...
https://www.ijser.org/researchpaper/Time-Series-Prediction-of-Stock-market-data-by-using-Chaos-theory-and-Neural-Network.pdf
2. Time Series Prediction by Chaos Theory. The prediction of chaotic time series has been used to stock finance, electricity load forecasting,.
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https://www.ijser.org/researchpaper/Time-Series-Prediction-of-Stock-market-data-by-using-Chaos-theory-and-Neural-Network.pdf
2. Time Series Prediction by Chaos Theory. The prediction of chaotic time series has been used to stock finance, electricity load forecasting,.
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16
Financial Time Series Analysis: Chaos And Neurodynamics ...
https://www.amazon.com/Financial-Time-Analysis-Neurodynamics-Approach/dp/3848415321
... the Chaos theory postulates and Artificial Neural Networks classification and predictive capability, in the field of financial time series prediction.
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https://www.amazon.com/Financial-Time-Analysis-Neurodynamics-Approach/dp/3848415321
... the Chaos theory postulates and Artificial Neural Networks classification and predictive capability, in the field of financial time series prediction.
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17
Identification of Chaos in Financial Time Series to Forecast ...
https://go.gale.com/ps/i.do?id=GALE%7CA697651804&sid=googleScholar&v=2.1&it=r&linkaccess=abs&issn=1024123X&p=AONE&sw=w
Gale Academic OneFile includes Identification of Chaos in Financial Time Series to For by Farid Ahmadi, Mohammad Pourmahmood Agha. Click to explore.
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https://go.gale.com/ps/i.do?id=GALE%7CA697651804&sid=googleScholar&v=2.1&it=r&linkaccess=abs&issn=1024123X&p=AONE&sw=w
Gale Academic OneFile includes Identification of Chaos in Financial Time Series to For by Farid Ahmadi, Mohammad Pourmahmood Agha. Click to explore.
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18
Chaos and nonlinear forecastability in economics and finance
https://royalsocietypublishing.org/doi/10.1098/rsta.1994.0099
This paper will clarify the empirical evidence for chaos in financial markets and macroeconomic series emphasizing what exactly is known about these time ...
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https://royalsocietypublishing.org/doi/10.1098/rsta.1994.0099
This paper will clarify the empirical evidence for chaos in financial markets and macroeconomic series emphasizing what exactly is known about these time ...
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19
Detecting Predictable Segments of Chaotic Financial Time ...
https://www.mdpi.com/2079-9292/9/5/823/htm
As a solution, the time series is first projected into a phase space by PSR, and the phase tracks are then sliced into several parts. SOM neural network is used ...
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https://www.mdpi.com/2079-9292/9/5/823/htm
As a solution, the time series is first projected into a phase space by PSR, and the phase tracks are then sliced into several parts. SOM neural network is used ...
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20
Chaotic Time Series Prediction Using LSTM with CEEMDAN
https://iopscience.iop.org/article/10.1088/1742-6596/1617/1/012094
Chaotic systems are complex dynamical systems that play a very important role in the study of the atmosphere, aerospace engineering, finance, etc.
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https://iopscience.iop.org/article/10.1088/1742-6596/1617/1/012094
Chaotic systems are complex dynamical systems that play a very important role in the study of the atmosphere, aerospace engineering, finance, etc.
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21
DChaos: An R Package for Chaotic Time Series Analysis
https://journal.r-project.org/archive/2021/RJ-2021-036/RJ-2021-036.pdf
embedding vectors from time series data with non-uniform time-frequency, e.g., tick-by-tick financial time series. To sum up, the DChaos package provides a ...
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https://journal.r-project.org/archive/2021/RJ-2021-036/RJ-2021-036.pdf
embedding vectors from time series data with non-uniform time-frequency, e.g., tick-by-tick financial time series. To sum up, the DChaos package provides a ...
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22
Practical chaos time series analysis with financial applications
https://ieeexplore.ieee.org/iel5/7173/19349/00894488.pdf
space reconstruction, and nonlinear prediction are discussed with some applications to finance. The use of the nonlinear time series analysis is illustrated ...
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https://ieeexplore.ieee.org/iel5/7173/19349/00894488.pdf
space reconstruction, and nonlinear prediction are discussed with some applications to finance. The use of the nonlinear time series analysis is illustrated ...
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23
Determinism and Chaos in Long Financial Time Series
http://www.actuaries.org/AFIR/colloquia/Brighton/Maddocks_Nisbet_Nisbet_Blythe.pdf
The academic finance literature offers broad support for the view that stock price movements are a random process in which prices respond to randomly ...
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http://www.actuaries.org/AFIR/colloquia/Brighton/Maddocks_Nisbet_Nisbet_Blythe.pdf
The academic finance literature offers broad support for the view that stock price movements are a random process in which prices respond to randomly ...
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24
Do Financial Markets Exhibit Chaotic Behavior? Evidence ...
https://www.avekon.org/papers/1675.pdf
The chaotic analysis methods have been applied on the time series of various systems. Chaos, is the way a deterministic system can behave in a disordered ...
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https://www.avekon.org/papers/1675.pdf
The chaotic analysis methods have been applied on the time series of various systems. Chaos, is the way a deterministic system can behave in a disordered ...
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25
Time Series Prediction Using Supervised Learning and Tools ...
https://uobrep.openrepository.com/bitstream/10547/582141/1/Time+Series+Prediction+Using+Supervised+Learning+and+Tools+from+Chaos+Theory.pdf
out with multivariate financial time series data and with a complex series ... 2.1.2 Embedding as a means of unravelling chaotic series .
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https://uobrep.openrepository.com/bitstream/10547/582141/1/Time+Series+Prediction+Using+Supervised+Learning+and+Tools+from+Chaos+Theory.pdf
out with multivariate financial time series data and with a complex series ... 2.1.2 Embedding as a means of unravelling chaotic series .
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26
Identifying Nonlinearity in Financial Time Series - - SBIC
https://sbic.org.br/wp-content/uploads/2016/03/5cbrn_022.pdf
The BDS test distinguishes between random systems from deterministic chaos and from nonlinear stochastic systems under the condition to remove any linear.
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https://sbic.org.br/wp-content/uploads/2016/03/5cbrn_022.pdf
The BDS test distinguishes between random systems from deterministic chaos and from nonlinear stochastic systems under the condition to remove any linear.
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27
Chaos and Nonlinear Dynamics: Application to ... - Duke People
https://people.duke.edu/~dah7/jf1991.pdf
In the business cycle literature, there are two ways to generate output fluctuations. In the Box-. Jenkins times series models, the economy has a stable ...
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https://people.duke.edu/~dah7/jf1991.pdf
In the business cycle literature, there are two ways to generate output fluctuations. In the Box-. Jenkins times series models, the economy has a stable ...
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28
Discriminating chaotic and stochastic time series using ...
https://www.nature.com/articles/s41598-021-95231-z
Discriminating chaotic and stochastic time series using permutation entropy ... In Fractals and Scaling in Finance 371–418 (Springer, 1997).
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https://www.nature.com/articles/s41598-021-95231-z
Discriminating chaotic and stochastic time series using permutation entropy ... In Fractals and Scaling in Finance 371–418 (Springer, 1997).
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29
Prediction for Chaotic Time Series-Based AE-CNN ... - Hindawi
https://www.hindawi.com/journals/complexity/2020/2680480/
We combine autoencoders and convolutional neural networks (AE-CNN) to capture the intrinsic certainty of chaotic time series. We utilize the ...
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https://www.hindawi.com/journals/complexity/2020/2680480/
We combine autoencoders and convolutional neural networks (AE-CNN) to capture the intrinsic certainty of chaotic time series. We utilize the ...
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30
Forecasting Chaotic Stock Market Data using Time Series ...
https://research.ijcaonline.org/volume101/number10/pxc3898169.pdf
ABSTRACT. An important financial subject that has attracted researchers' attention for many years is forecasting stock return. Many.
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https://research.ijcaonline.org/volume101/number10/pxc3898169.pdf
ABSTRACT. An important financial subject that has attracted researchers' attention for many years is forecasting stock return. Many.
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31
DISTINGUISHING BETWEEN CHAOTIC AND STOCHASTIC ...
https://www.worldscientific.com/doi/pdf/10.1142/S0129183102002936
a stochastic process or they are due to some deterministic chaos and to the presence of ... Keywords: Financial; time series; chaotic; stochastic.
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https://www.worldscientific.com/doi/pdf/10.1142/S0129183102002936
a stochastic process or they are due to some deterministic chaos and to the presence of ... Keywords: Financial; time series; chaotic; stochastic.
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32
Chaotic Time Series Forecasting Approaches Using Machine ...
https://mdpi-res.com/d_attachment/symmetry/symmetry-14-00955/article_deploy/symmetry-14-00955.pdf?version=1651913561
In addition, the importance of chaotic time series forecasting in significant areas is addressed ... human lives and financial damages [21].
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https://mdpi-res.com/d_attachment/symmetry/symmetry-14-00955/article_deploy/symmetry-14-00955.pdf?version=1651913561
In addition, the importance of chaotic time series forecasting in significant areas is addressed ... human lives and financial damages [21].
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33
Forecasting Chaotic time series by a Neural Network - AMiner
https://static.aminer.org/pdf/PDF/000/279/865/time_delay_dynamic_fuzzy_networks_for_time_series_prediction.pdf
Over the last decade, nonlinear prediction of chaotic time series has been ... common in as diverse fields as geophysics, finance, and biological sciences.
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https://static.aminer.org/pdf/PDF/000/279/865/time_delay_dynamic_fuzzy_networks_for_time_series_prediction.pdf
Over the last decade, nonlinear prediction of chaotic time series has been ... common in as diverse fields as geophysics, finance, and biological sciences.
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34
Predicting Evolving Chaotic Time Series with Fuzzy Neural ...
https://sentic.net/predicting-evolving-chaotic-time-series.pdf
predicting chaotic time series generated by dynamic systems with evolving parameters. ... interest to apply our methods on real world financial.
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https://sentic.net/predicting-evolving-chaotic-time-series.pdf
predicting chaotic time series generated by dynamic systems with evolving parameters. ... interest to apply our methods on real world financial.
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35
Chaotic Modelling of Financial Time Series: Calendar Effects ...
https://www.glue.vn/chaotic-modelling-of-financial-time-series-calendar_YToyNjoyNg.pdf
Chapter 2: Calendar corrected chaotic forecast of financial time series ... Siriopoulos C., Leontitsis A., (2000): Chaos – Time Series Analysis and ...
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https://www.glue.vn/chaotic-modelling-of-financial-time-series-calendar_YToyNjoyNg.pdf
Chapter 2: Calendar corrected chaotic forecast of financial time series ... Siriopoulos C., Leontitsis A., (2000): Chaos – Time Series Analysis and ...
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36
Chaotic Bi-LSTM and Attention HLCO Predictor Based ...
https://www.researchsquare.com/article/rs-1819548/v1.pdf
They are combined to generate a Chaotic. HLCO Predictor to handle financial time-series data and predict future High,.
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https://www.researchsquare.com/article/rs-1819548/v1.pdf
They are combined to generate a Chaotic. HLCO Predictor to handle financial time-series data and predict future High,.
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37
Chaos and Nonlinear Dynamics: Application to Financial ...
https://onlinelibrary.wiley.com/doi/10.1111/j.1540-6261.1991.tb04646.x
As a result, there has been an explosion of papers searching for chaotic behavior in macroeconomic and financial time series. The purpose of this paper is ...
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https://onlinelibrary.wiley.com/doi/10.1111/j.1540-6261.1991.tb04646.x
As a result, there has been an explosion of papers searching for chaotic behavior in macroeconomic and financial time series. The purpose of this paper is ...
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38
Predicting Chaotic Time Series by Reinforcement Learning
http://www.nn.csse.yamaguchi-u.ac.jp/home/wu/pdf/ciras2003proc.pdf
of chaos, but also applied in many nonlinear predic- tions, e.g., oceanic radar signals, financial time series, etc [4, 5]. Kodogiannis and Lolis compared ...
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http://www.nn.csse.yamaguchi-u.ac.jp/home/wu/pdf/ciras2003proc.pdf
of chaos, but also applied in many nonlinear predic- tions, e.g., oceanic radar signals, financial time series, etc [4, 5]. Kodogiannis and Lolis compared ...
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39
Chaos Analysis Framework: How to Safely Identify and ...
https://www.intechopen.com/online-first/83753
Keywords. nonlinear dynamics; attractor reconstruction; time-series quantification; chaos analysis framework; financial markets ...
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https://www.intechopen.com/online-first/83753
Keywords. nonlinear dynamics; attractor reconstruction; time-series quantification; chaos analysis framework; financial markets ...
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40
Predict Chaotic Time Series Using Minimax Probability ...
https://scialert.net/fulltext/?doi=itj.2006.529.533
Chaotic time series prediction has been widely investigated in various fields ranging from physics, chemistry, biology, meteorology, hydrology to finance.
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https://scialert.net/fulltext/?doi=itj.2006.529.533
Chaotic time series prediction has been widely investigated in various fields ranging from physics, chemistry, biology, meteorology, hydrology to finance.
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41
Deterministic chaos and forecasting in Amazon's share prices
https://www.academia.edu/47680991/Deterministic_chaos_and_forecasting_in_Amazon_s_share_prices
Research background: The application of non-linear analysis and chaos theory modelling on financial time series in the discipline of Econophysics.
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https://www.academia.edu/47680991/Deterministic_chaos_and_forecasting_in_Amazon_s_share_prices
Research background: The application of non-linear analysis and chaos theory modelling on financial time series in the discipline of Econophysics.
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42
“The use of chaos theory predicting the EURIBOR index”
https://www.businessperspectives.org/images/pdf/applications/publishing/templates/article/assets/2435/imfi_en_2008_04_cont_Hanias.pdf
Keywords: interest rate forecasting, financial markets, nonlinear time series. JEL Classification: C53, E4. Introduction. Chaos theory has been applied in a ...
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https://www.businessperspectives.org/images/pdf/applications/publishing/templates/article/assets/2435/imfi_en_2008_04_cont_Hanias.pdf
Keywords: interest rate forecasting, financial markets, nonlinear time series. JEL Classification: C53, E4. Introduction. Chaos theory has been applied in a ...
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43
7 Deterministic dynamics, chaos, and crashes
https://academic.oup.com/book/9066/chapter/155614715
The following question arises. Can we develop a microscopic understanding of how a financial market—whose price series spends much of its time fluctuating ...
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https://academic.oup.com/book/9066/chapter/155614715
The following question arises. Can we develop a microscopic understanding of how a financial market—whose price series spends much of its time fluctuating ...
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44
Time series - Wikipedia
https://en.wikipedia.org/wiki/Time_series
Time series are used in statistics, signal processing, pattern recognition, econometrics, mathematical finance, weather forecasting, earthquake prediction, ...
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https://en.wikipedia.org/wiki/Time_series
Time series are used in statistics, signal processing, pattern recognition, econometrics, mathematical finance, weather forecasting, earthquake prediction, ...
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45
1999 neural nets JOURNAL OF COMP. FINANCE interence ...
https://www.ebay.com/itm/354241456743
1998 JOURNAL OF COMPUTATIONAL FINANCE forecasting Data Mining statistics trading ... FINANCE interence CHAOS time series AI trading. Hover to zoom.
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https://www.ebay.com/itm/354241456743
1998 JOURNAL OF COMPUTATIONAL FINANCE forecasting Data Mining statistics trading ... FINANCE interence CHAOS time series AI trading. Hover to zoom.
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46
Testing for Nonlinear Structure and Chaos in Economic Time ...
https://core.ac.uk/download/pdf/7178400.pdf
for chaos in economic and financial time series (e.g. Brock and Sayers (1988) and Scheinkman and LeBaron (1989)). In order to test for chaos, two quantities ...
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https://core.ac.uk/download/pdf/7178400.pdf
for chaos in economic and financial time series (e.g. Brock and Sayers (1988) and Scheinkman and LeBaron (1989)). In order to test for chaos, two quantities ...
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47
Chaos and Exchange Rates - Angelfire
https://www.angelfire.com/id/SergioDaSilva/chaosandexch.html
To get a three-dimensional strange attractor from a chaotic time series one ... Studies in economic and financial data find little or no evidence of chaos ...
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https://www.angelfire.com/id/SergioDaSilva/chaosandexch.html
To get a three-dimensional strange attractor from a chaotic time series one ... Studies in economic and financial data find little or no evidence of chaos ...
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48
Financial Nonlinear Time-Series Analysis and Prediction with ...
https://repository.ihu.edu.gr/xmlui/bitstream/handle/11544/29588/Tziatzios_Panagiotis_MSc%20in%20Data%20Science_Master_Thesis.pdf?sequence=1
Financial Nonlinear. Time-Series Analysis and. Prediction with Reservoir. Computing. Panagiotis Tziatzios. SID: 3308180026. Supervisor:.
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https://repository.ihu.edu.gr/xmlui/bitstream/handle/11544/29588/Tziatzios_Panagiotis_MSc%20in%20Data%20Science_Master_Thesis.pdf?sequence=1
Financial Nonlinear. Time-Series Analysis and. Prediction with Reservoir. Computing. Panagiotis Tziatzios. SID: 3308180026. Supervisor:.
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49
Non Linear Time Series Models In Empirical Finance (2022 ...
https://vitaenet.aurora.edu/viewcontent?ID=15975&FileName=Non%20Linear%20Time%20Series%20Models%20In%20Empirical%20Finance.pdf
Useful in the theoretical and empirical analysis of nonlinear time series ... Nonlinear Time Series Analysis of Economic and Financial Data -.
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https://vitaenet.aurora.edu/viewcontent?ID=15975&FileName=Non%20Linear%20Time%20Series%20Models%20In%20Empirical%20Finance.pdf
Useful in the theoretical and empirical analysis of nonlinear time series ... Nonlinear Time Series Analysis of Economic and Financial Data -.
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50
do financial markets exhibit chaotic behaviour? evidence
http://www.igidr.ac.in/conf/money/mfc_08/Do%20Financial%20Markets%20Exihibit...Ayan%20B.&%20Rudra%20Sen%20Sarma.pdf
Any chaotic time-series has chaotic attractors. Thus detecting chaotic attractors would indicate the presence of chaos. With a chaotic attractor, equilibrium ...
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http://www.igidr.ac.in/conf/money/mfc_08/Do%20Financial%20Markets%20Exihibit...Ayan%20B.&%20Rudra%20Sen%20Sarma.pdf
Any chaotic time-series has chaotic attractors. Thus detecting chaotic attractors would indicate the presence of chaos. With a chaotic attractor, equilibrium ...
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51
Chaotic Behavior of Financial Time Series-An Empirical ...
http://ijbssnet.com/journals/Vol._2_No._3_[Special_Issue_-_January_2011]/7.pdf
forecasting of financial time series is relevant for hedging decisions. Key words: Chaos, Brownian motion, Chaotic exponent, Financial time series, ...
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http://ijbssnet.com/journals/Vol._2_No._3_[Special_Issue_-_January_2011]/7.pdf
forecasting of financial time series is relevant for hedging decisions. Key words: Chaos, Brownian motion, Chaotic exponent, Financial time series, ...
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52
Chaotic Time Series for Copper's Price Forecast
https://www.springerprofessional.de/en/chaotic-time-series-for-copper-s-price-forecast/15909052
The main findings support the use of the ANN in financial forecasts in series of copper prices. The copper price's forecast using different batches size of data ...
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https://www.springerprofessional.de/en/chaotic-time-series-for-copper-s-price-forecast/15909052
The main findings support the use of the ANN in financial forecasts in series of copper prices. The copper price's forecast using different batches size of data ...
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53
Classification of chaotic time series with deep learning - arXiv
https://arxiv.org/abs/1908.06848
We use standard deep neural networks to classify univariate time series generated by discrete and continuous dynamical systems based on their chaotic or non- ...
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https://arxiv.org/abs/1908.06848
We use standard deep neural networks to classify univariate time series generated by discrete and continuous dynamical systems based on their chaotic or non- ...
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54
Applications of Recurrent Neural Network on Financial Time ...
https://www.imperial.ac.uk/media/imperial-college/faculty-of-natural-sciences/department-of-mathematics/math-finance/Yufan_Wang-Yufan_Wang-Thesis.pdf
chaotic, non-stationary time series. This paper introduces two types of recurrent neural networks: Echo State Network(ESN) and Recurrent Radial Basis ...
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https://www.imperial.ac.uk/media/imperial-college/faculty-of-natural-sciences/department-of-mathematics/math-finance/Yufan_Wang-Yufan_Wang-Thesis.pdf
chaotic, non-stationary time series. This paper introduces two types of recurrent neural networks: Echo State Network(ESN) and Recurrent Radial Basis ...
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55
What Is Chaos Theory? - Investopedia
https://www.investopedia.com/ask/answers/08/chaos-theory.asp
Chaos theory is considered by some to explain chaotic or random occurrences, and the theory is often applied to financial markets as well as other complex ...
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https://www.investopedia.com/ask/answers/08/chaos-theory.asp
Chaos theory is considered by some to explain chaotic or random occurrences, and the theory is often applied to financial markets as well as other complex ...
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56
Analysis of Financial Time Series
https://cpb-us-w2.wpmucdn.com/blog.nus.edu.sg/dist/0/6796/files/2017/03/analysis-of-financial-time-series-copy-2ffgm3v.pdf
Time-series analysis. 2. Econometrics. 3. Risk management. I. Title. HA30.3T76. 2005. 332 .01 51955—dc22.
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https://cpb-us-w2.wpmucdn.com/blog.nus.edu.sg/dist/0/6796/files/2017/03/analysis-of-financial-time-series-copy-2ffgm3v.pdf
Time-series analysis. 2. Econometrics. 3. Risk management. I. Title. HA30.3T76. 2005. 332 .01 51955—dc22.
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57
APPLICATION OF NON-LINEAR TIME SERIES ANALYSIS ...
http://www.biblio.liuc.it/liucpap/pdf/200.pdf
The complex behaviour of financial time series, which linear stochastic models are not able to ... nonlinear stochastic, chaotic or a combination of both.
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http://www.biblio.liuc.it/liucpap/pdf/200.pdf
The complex behaviour of financial time series, which linear stochastic models are not able to ... nonlinear stochastic, chaotic or a combination of both.
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58
Learn AI Today 04: Time Series Multi-Step Forecasting
https://towardsdatascience.com/learn-ai-today-04-time-series-multi-step-forecasting-6eb48bbcc724
Create a chaotic time series; Split the series in sequences to feed to a model; Define and train a 1d convolutional neural network for time ...
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https://towardsdatascience.com/learn-ai-today-04-time-series-multi-step-forecasting-6eb48bbcc724
Create a chaotic time series; Split the series in sequences to feed to a model; Define and train a 1d convolutional neural network for time ...
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59
Chaos and Nonlinear Forecastability in Economics and Finance
http://finance.martinsewell.com/stylized-facts/nonlinearity/LeBaron1994.pdf
the empirical evidence for chaos in financial markets and macroeconomic series emphasizing what exactly is known about these time series in ...
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http://finance.martinsewell.com/stylized-facts/nonlinearity/LeBaron1994.pdf
the empirical evidence for chaos in financial markets and macroeconomic series emphasizing what exactly is known about these time series in ...
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60
Chaotic time series prediction with deep belief networks
http://stdjet.scienceandtechnology.com.vn/index.php/stdjet/article/view/571
Chaotic time series are widespread in several real world areas such as finance, environment, meteorology, traffic flow, weather.
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http://stdjet.scienceandtechnology.com.vn/index.php/stdjet/article/view/571
Chaotic time series are widespread in several real world areas such as finance, environment, meteorology, traffic flow, weather.
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61
Lyapunov Exponents as Indicators of the Stock Market Crashes
https://ceur-ws.org/Vol-2732/20200455.pdf
And yet the provided results show that the financial time series represent some little evidence of chaotic dynamics. Other researchers [16] pointed out that ...
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https://ceur-ws.org/Vol-2732/20200455.pdf
And yet the provided results show that the financial time series represent some little evidence of chaotic dynamics. Other researchers [16] pointed out that ...
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62
Chaotic signals inside some tick-by-tick financial time series ...
https://www.x-mol.com/paper/1263564616839045120
In order to avoid this problem high-frequency data can be used to detect chaos in financial time series. We have found evidence of chaotic ...
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https://www.x-mol.com/paper/1263564616839045120
In order to avoid this problem high-frequency data can be used to detect chaos in financial time series. We have found evidence of chaotic ...
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63
Survey of Chaotic Time Series Analysis and Prediction
https://xk.sia.cn/EN/abstract/abstract4261.shtml
Abstract Chaotic time series generated by complex systems iscommon in the fields of astronomy, hydrology, meteorology, environment, and finance.
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https://xk.sia.cn/EN/abstract/abstract4261.shtml
Abstract Chaotic time series generated by complex systems iscommon in the fields of astronomy, hydrology, meteorology, environment, and finance.
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64
semi-chaotic financial series and neural network forecasting ...
http://elib.mi.sanu.ac.rs/files/journals/yjor/12/yujorn12p305-312.pdf
Abstract: This study examines time series from five European Stock Markets (UK. Germany, Belgium, Spain and Greece). Based on empirical evidence concerning ...
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http://elib.mi.sanu.ac.rs/files/journals/yjor/12/yujorn12p305-312.pdf
Abstract: This study examines time series from five European Stock Markets (UK. Germany, Belgium, Spain and Greece). Based on empirical evidence concerning ...
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65
Multivariate Chaotic Time Series Prediction Based on NARX ...
https://www.atlantis-press.com/article/25875783.pdf
Lorenz chaotic time series proves that the forecasting precision of ... prediction and forecasting of financial [1-6]. So far, domestic.
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https://www.atlantis-press.com/article/25875783.pdf
Lorenz chaotic time series proves that the forecasting precision of ... prediction and forecasting of financial [1-6]. So far, domestic.
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66
Chaotic Behavior in Financial Market Volatility - SSRN Papers
https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3218968
The study of chaotic dynamics in financial time series suffers from the nature of the collected data, which is both finite and noisy.
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https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3218968
The study of chaotic dynamics in financial time series suffers from the nature of the collected data, which is both finite and noisy.
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67
Integrability analysis of chaotic and hyperchaotic finance ...
https://d-nb.info/1166198669/34
Among complex dynamical systems exceptional role play hyperchaotic ones. These systems, reported first time by Rössler [20], possess very ...
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https://d-nb.info/1166198669/34
Among complex dynamical systems exceptional role play hyperchaotic ones. These systems, reported first time by Rössler [20], possess very ...
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68
A chaos theory and nonlinear dynamics approach to the ...
http://wrap.warwick.ac.uk/51481/
explaining the dynamics of financial markets, since chaotic models are capable of ... observed in financial time series is addressed.
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http://wrap.warwick.ac.uk/51481/
explaining the dynamics of financial markets, since chaotic models are capable of ... observed in financial time series is addressed.
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69
Nonlinear Chaotic Analysis of USD/TRY and EUR ... - DergiPark
https://dergipark.org.tr/en/pub/oguiibf/issue/70614/1050668
Faggini, M., Bruno, B., & Parziale, A. (2019), Does chaos matter in financial time series analysis?. International Journal of Economics and Financial Issues, ...
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https://dergipark.org.tr/en/pub/oguiibf/issue/70614/1050668
Faggini, M., Bruno, B., & Parziale, A. (2019), Does chaos matter in financial time series analysis?. International Journal of Economics and Financial Issues, ...
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70
Chaotic Recurrent Neural Networks for Financial Forecast
https://article.sciencepublishinggroup.com/pdf/10.11648.j.ajnna.20210701.12.pdf
has been widely used in various applications including industrial, healthcare, education, finance, etc. Predicting financial time series ...
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https://article.sciencepublishinggroup.com/pdf/10.11648.j.ajnna.20210701.12.pdf
has been widely used in various applications including industrial, healthcare, education, finance, etc. Predicting financial time series ...
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71
Forecasting of Financial Data
https://epublications.vu.lt/object/elaba:24147691/24147691.pdf
Lastly, time series classification based on nonlinear measures is introduced. ... Also, there is some debate whether financial data may be chaotic or not.
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https://epublications.vu.lt/object/elaba:24147691/24147691.pdf
Lastly, time series classification based on nonlinear measures is introduced. ... Also, there is some debate whether financial data may be chaotic or not.
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72
Chaos control strategy for a fractional-order financial model
https://advancesindifferenceequations.springeropen.com/articles/10.1186/s13662-020-02999-x
By applying a suitable time-delayed feedback controller, we have control for the chaotic behavior of the fractional-order financial model.
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https://advancesindifferenceequations.springeropen.com/articles/10.1186/s13662-020-02999-x
By applying a suitable time-delayed feedback controller, we have control for the chaotic behavior of the fractional-order financial model.
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73
A financial hyperchaotic system with coexisting attractors
https://cadmus.eui.eu/bitstream/handle/1814/66057/Financial_hyperchaotic_system.pdf?sequence=1
Firstly, nonlinear dynamics of the four-dimensional financial hyperchaotic system are studied in Section 2. In Section 3, a time series-based entropy analysis ...
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https://cadmus.eui.eu/bitstream/handle/1814/66057/Financial_hyperchaotic_system.pdf?sequence=1
Firstly, nonlinear dynamics of the four-dimensional financial hyperchaotic system are studied in Section 2. In Section 3, a time series-based entropy analysis ...
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74
A novel chaotic time series prediction method and its ...
https://www.extrica.com/article/16451
Aiming at the problems existing in previous chaos time series prediction ... widely and successfully applied to various systems such as financial, economic, ...
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https://www.extrica.com/article/16451
Aiming at the problems existing in previous chaos time series prediction ... widely and successfully applied to various systems such as financial, economic, ...
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75
Chaotic behavior in financial market volatility - Journal of Risk
https://www.risk.net/journal-of-risk/5802631/chaotic-behavior-in-financial-market-volatility
Neural networks remarkably fit and predict market volatility. Abstract. The study of chaotic dynamics in financial time series suffers from the ...
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https://www.risk.net/journal-of-risk/5802631/chaotic-behavior-in-financial-market-volatility
Neural networks remarkably fit and predict market volatility. Abstract. The study of chaotic dynamics in financial time series suffers from the ...
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76
De-noising with wavelets method in chaotic time series: application ...
https://www.spiedigitallibrary.org/proceeding.aspx?articleid=1282546
De-noising with wavelets method in chaotic time series: application in climatology, energy, and finance (Invited Paper). Dominique Guegan, Kebira Hoummiya.
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https://www.spiedigitallibrary.org/proceeding.aspx?articleid=1282546
De-noising with wavelets method in chaotic time series: application in climatology, energy, and finance (Invited Paper). Dominique Guegan, Kebira Hoummiya.
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77
Investigating the Predictability of a Chaotic Time-Series Data ...
https://arrow.tudublin.ie/cgi/viewcontent.cgi?article=1243&context=scschcomdis
Keywords: Chaotic time-series, Cryptocurrency, Echo State Network, Price ... 2.1 CRYPTOCURRENCIES AND THEIR PLACE AS A FINANCIAL PRODUCT .
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https://arrow.tudublin.ie/cgi/viewcontent.cgi?article=1243&context=scschcomdis
Keywords: Chaotic time-series, Cryptocurrency, Echo State Network, Price ... 2.1 CRYPTOCURRENCIES AND THEIR PLACE AS A FINANCIAL PRODUCT .
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78
Prediction model of stock market based on Chaos Theory
https://www.e3s-conferences.org/articles/e3sconf/pdf/2021/51/e3sconf_eilcd2021_01013.pdf
1Jiangxi University of Finance and Economics, Nanchang, 330013. Abstract: After more than 30 years of ... Chaotic time series prediction is a new nonlinear.
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https://www.e3s-conferences.org/articles/e3sconf/pdf/2021/51/e3sconf_eilcd2021_01013.pdf
1Jiangxi University of Finance and Economics, Nanchang, 330013. Abstract: After more than 30 years of ... Chaotic time series prediction is a new nonlinear.
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79
Predicting Intraday Financial Market Dynamics Using Takens ...
https://dc.etsu.edu/cgi/viewcontent.cgi?article=3965&context=etd
[35] Basharat, Arslan, and Mubarak Shah, Time Series Prediction by Chaotic Mod- eling of Nonlinear Dynamical Systems, In: Computer Vision, 2009 IEEE 12th.
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https://dc.etsu.edu/cgi/viewcontent.cgi?article=3965&context=etd
[35] Basharat, Arslan, and Mubarak Shah, Time Series Prediction by Chaotic Mod- eling of Nonlinear Dynamical Systems, In: Computer Vision, 2009 IEEE 12th.
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80
Chaotic Time Series Prediction Using LSTM with CEEMDAN - NASA ...
https://ui.adsabs.harvard.edu/abs/2020JPhCS1617a2094Y/abstract
Chaotic systems are complex dynamical systems that play a very important role in the study of the atmosphere, aerospace engineering, finance, etc.
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https://ui.adsabs.harvard.edu/abs/2020JPhCS1617a2094Y/abstract
Chaotic systems are complex dynamical systems that play a very important role in the study of the atmosphere, aerospace engineering, finance, etc.
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81
Financial time series prediction using hybrids of chaos theory ...
https://daneshyari.com/article/preview/4962817.pdf
Chaos theory. MLP. MOPSO. NSGA-II. A B S T R A C T. Financial Time Series Prediction is a complex and a challenging problem.
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https://daneshyari.com/article/preview/4962817.pdf
Chaos theory. MLP. MOPSO. NSGA-II. A B S T R A C T. Financial Time Series Prediction is a complex and a challenging problem.
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82
Investigating Chaos in Time Series
https://r-project.ro/conference2018/presentations/Sami_Diaf_Chaos.pdf
Researchers pointed out that most financial time series exhibit changing regimes and unstable statistical properties: stylized facts. This led ...
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https://r-project.ro/conference2018/presentations/Sami_Diaf_Chaos.pdf
Researchers pointed out that most financial time series exhibit changing regimes and unstable statistical properties: stylized facts. This led ...
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83
How Chaos Theory Brings Order to Financial Markets - YouTube
https://www.youtube.com/watch?v=1shfMhHlf6o
Not Only Science!
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https://www.youtube.com/watch?v=1shfMhHlf6o
Not Only Science!
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84
THE ANALYSIS OF CHAOTIC TIME SERIES
http://www.eecs.qmul.ac.uk/~josh/documents/Reiss-PhDThesis.pdf
Chaotic time series analysis methods were applied to several experimental ... century saw the exporting of financial time series analysis.
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http://www.eecs.qmul.ac.uk/~josh/documents/Reiss-PhDThesis.pdf
Chaotic time series analysis methods were applied to several experimental ... century saw the exporting of financial time series analysis.
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85
Chaotic Time Series for Copper's Price Forecast - Hal-Inria
https://hal.inria.fr/hal-01920732/document
The main findings support the use of the ANN in financial forecasts in series of copper prices. The copper price's forecast using different ...
→ Check Latest Keyword Rankings ←
https://hal.inria.fr/hal-01920732/document
The main findings support the use of the ANN in financial forecasts in series of copper prices. The copper price's forecast using different ...
→ Check Latest Keyword Rankings ←
86
[PDF] Financial Time Series Analysis and Forecasting with HHT ...
https://oa.mg/work/10.2139/ssrn.3595914
Read and download Financial Time Series Analysis and Forecasting with HHT Feature Generation and Machine Learning by Tim Leung, Theodore Zhao on OA.mg.
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https://oa.mg/work/10.2139/ssrn.3595914
Read and download Financial Time Series Analysis and Forecasting with HHT Feature Generation and Machine Learning by Tim Leung, Theodore Zhao on OA.mg.
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87
Complex Networks from Chaotic Time Series on Riemannian Manifold
http://cpl.iphy.ac.cn/10.1088/0256-307X/33/10/100503
Complex Networks from Chaotic Time Series on Riemannian Manifold ... Communication Engineering, Jiangxi University of Finance and Economics, Nanchang 330013.
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http://cpl.iphy.ac.cn/10.1088/0256-307X/33/10/100503
Complex Networks from Chaotic Time Series on Riemannian Manifold ... Communication Engineering, Jiangxi University of Finance and Economics, Nanchang 330013.
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88
How to Invest Calmly in a Chaotic World - WSJ
https://www.wsj.com/articles/how-to-invest-calmly-in-a-chaotic-world-intelligent-investor-11645806146
› Markets › The Intelligent Investor
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https://www.wsj.com/articles/how-to-invest-calmly-in-a-chaotic-world-intelligent-investor-11645806146
› Markets › The Intelligent Investor
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89
While Crypto Erupts In Chaos, Financial Firms Quietly Use ...
https://www.forbes.com/sites/chris-perry/2022/11/30/while-crypto-erupts-in-chaos-financial-firms-quietly-use-blockchain-to-solve-real-life-problems/
Over the past two years, financial services firms have launched of a series of products and services using distributed ledger technology ...
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https://www.forbes.com/sites/chris-perry/2022/11/30/while-crypto-erupts-in-chaos-financial-firms-quietly-use-blockchain-to-solve-real-life-problems/
Over the past two years, financial services firms have launched of a series of products and services using distributed ledger technology ...
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90
Predicting Chaotic Time Series using Machine Learning ...
https://www.ai.rug.nl/~mwiering/GROUP/ARTICLES/Predicting_Chaotic_Time_Series_revised.pdf
This pa- per discusses several neural network approaches to perform a regression prediction task on chaotic time series. Each approach is evaluated on its.
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https://www.ai.rug.nl/~mwiering/GROUP/ARTICLES/Predicting_Chaotic_Time_Series_revised.pdf
This pa- per discusses several neural network approaches to perform a regression prediction task on chaotic time series. Each approach is evaluated on its.
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91
Intelligent Knowledge-Based Systems: Business and Technology ...
https://books.google.com/books?id=6n-9bJXOK20C&pg=RA4-PA75&lpg=RA4-PA75&dq=chaotic+time+series+finance&source=bl&ots=s3mENgsTS5&sig=ACfU3U2I2XQVENWOukSQnXgeR_i6DV8yCg&hl=en&sa=X&ved=2ahUKEwj4_tTw3tj7AhVmk4kEHQkCAyoQ6AF6BQjeAhAD
Two chaotic time series can be very different pointwise as for example two ... Chaotic time series are often used as benchmarks for financial time series ...
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https://books.google.com/books?id=6n-9bJXOK20C&pg=RA4-PA75&lpg=RA4-PA75&dq=chaotic+time+series+finance&source=bl&ots=s3mENgsTS5&sig=ACfU3U2I2XQVENWOukSQnXgeR_i6DV8yCg&hl=en&sa=X&ved=2ahUKEwj4_tTw3tj7AhVmk4kEHQkCAyoQ6AF6BQjeAhAD
Two chaotic time series can be very different pointwise as for example two ... Chaotic time series are often used as benchmarks for financial time series ...
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92
Quantum Finance: Intelligent Forecast and Trading Systems
https://books.google.com/books?id=FaS-DwAAQBAJ&pg=PA340&lpg=PA340&dq=chaotic+time+series+finance&source=bl&ots=vTOP8Sad19&sig=ACfU3U0R7LUpU5NwEY22NjlIcpu7gom1Wg&hl=en&sa=X&ved=2ahUKEwj4_tTw3tj7AhVmk4kEHQkCAyoQ6AF6BQjfAhAD
... (2) effective time series network training and prediction using chaotic deep ... CT2TFDNN is integrated with 2048-trading day time series financial data ...
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https://books.google.com/books?id=FaS-DwAAQBAJ&pg=PA340&lpg=PA340&dq=chaotic+time+series+finance&source=bl&ots=vTOP8Sad19&sig=ACfU3U0R7LUpU5NwEY22NjlIcpu7gom1Wg&hl=en&sa=X&ved=2ahUKEwj4_tTw3tj7AhVmk4kEHQkCAyoQ6AF6BQjfAhAD
... (2) effective time series network training and prediction using chaotic deep ... CT2TFDNN is integrated with 2048-trading day time series financial data ...
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93
Download Free Condition Monitoring Of Machinery In ... - Alessa
https://new.alessa.bg/reader/satu?y=Y6N0E0&FileName=Condition%20Monitoring%20Of%20Machinery%20In%20Nonstationary%20Operations%20Proceedings%20Of%20The%20Second%20Internation
operations research and financial engineering graduate school the maximum availability location problem transportation chaotic time series ...
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https://new.alessa.bg/reader/satu?y=Y6N0E0&FileName=Condition%20Monitoring%20Of%20Machinery%20In%20Nonstationary%20Operations%20Proceedings%20Of%20The%20Second%20Internation
operations research and financial engineering graduate school the maximum availability location problem transportation chaotic time series ...
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94
StartupOS launches what it hopes will be the operating system ...
https://techcrunch.com/2022/11/30/startupos-launch/
Running a startup can be a chaotic time; a million things need to be built, ... cash burn, etc. of pre-Series A financial services startups.
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https://techcrunch.com/2022/11/30/startupos-launch/
Running a startup can be a chaotic time; a million things need to be built, ... cash burn, etc. of pre-Series A financial services startups.
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