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The Use of SVM in Environment of Financial Markets
Štechr, Vladislav ; Prochocká, Kristína (referee) ; Budík, Jan (advisor)
This thesis deals with use of regression or classification based on support vector machines from machine learning field. SVMs predict values that are used for decisions of automatic trading system. Regression and classification are evaluated for their usability for decision making. Strategy is being then optimized, tested and evaluated on foreign exchange market Forex historic data set. Results are promising. Strategy could be used in combination with other strategy that would confirm decisions for entering and exiting trades.
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Web Application Development Scheme with Automatic Database Schema Creation
Prochocká, Kristína ; Pospíšil, Milan (referee) ; Kříž, Jiří (advisor)
This thesis designs and implements an intermediary layer on both the backend and the frontend part of a web application, together with a user interface used to show analysis outputs and to manage the data. This layer was designed based on analysis of several existing solutions, in various languages and environments, and implemented using MongoDB and PostgreSQL databases, written in PHP on the server side and in JavaScript on the client side. It offers an immediately usable flexible persistence layer directly in the frontend, with analysis, feedback and an option to convert collections to PostgreSQL while keeping the same API, enabling a fluent transition.
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Fractals Strategies on FOREX Market
Raab, Filip ; Prochocká, Kristína (referee) ; Budík, Jan (advisor)
This diploma thesis is focused on teoretical and practial aspects in the creation of trading strategie on FOREX market. The thesis include indicator and strategy that are build for tradning with EUR/USD currency. The designed strategy is developed in MetaTrader enviroment in MetaQuotes programming language. Indicator is optimalized on historical dates and choose settings for indicator to profit.
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Workflow System Data Layer
Prochocká, Kristína ; Zámečníková, Eva (referee) ; Pospíšil, Milan (advisor)
This bachelor's thesis deals with a specific design for a data layer of a Workflow system. Workflow systems are used for various purposes by many companies. The resulting work proposes a simple and flexible Workflow data representation and implements -- in the PHP language and partly JavaScript -- a minimal kernel using this representation and provides sample processes showcasing the design.
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Workflow System Data Layer
Prochocká, Kristína ; Zámečníková, Eva (referee) ; Pospíšil, Milan (advisor)
This bachelor's thesis deals with a specific design for a data layer of a Workflow system. Workflow systems are used for various purposes by many companies. The resulting work proposes a simple and flexible Workflow data representation and implements -- in the PHP language and partly JavaScript -- a minimal kernel using this representation and provides sample processes showcasing the design.
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|
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The Use of SVM in Environment of Financial Markets
Štechr, Vladislav ; Prochocká, Kristína (referee) ; Budík, Jan (advisor)
This thesis deals with use of regression or classification based on support vector machines from machine learning field. SVMs predict values that are used for decisions of automatic trading system. Regression and classification are evaluated for their usability for decision making. Strategy is being then optimized, tested and evaluated on foreign exchange market Forex historic data set. Results are promising. Strategy could be used in combination with other strategy that would confirm decisions for entering and exiting trades.
|
|
|
Fractals Strategies on FOREX Market
Raab, Filip ; Prochocká, Kristína (referee) ; Budík, Jan (advisor)
This diploma thesis is focused on teoretical and practial aspects in the creation of trading strategie on FOREX market. The thesis include indicator and strategy that are build for tradning with EUR/USD currency. The designed strategy is developed in MetaTrader enviroment in MetaQuotes programming language. Indicator is optimalized on historical dates and choose settings for indicator to profit.
|
|
|
Web Application Development Scheme with Automatic Database Schema Creation
Prochocká, Kristína ; Pospíšil, Milan (referee) ; Kříž, Jiří (advisor)
This thesis designs and implements an intermediary layer on both the backend and the frontend part of a web application, together with a user interface used to show analysis outputs and to manage the data. This layer was designed based on analysis of several existing solutions, in various languages and environments, and implemented using MongoDB and PostgreSQL databases, written in PHP on the server side and in JavaScript on the client side. It offers an immediately usable flexible persistence layer directly in the frontend, with analysis, feedback and an option to convert collections to PostgreSQL while keeping the same API, enabling a fluent transition.
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