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Android stock market application
Balaževič, Lukáš ; Ilgner, Petr (oponent) ; Zvončák, Vojtěch (vedoucí práce)
The aim of the work is to design and implement an android application which will display parameters of cryptocurrencies, technical indicators and will predict the price based on the modern technology of machine learning. In addition to the displaying parameters, the user will be able to set up notifications. Application displays data from the Firebase database. The data are uploaded to an application from two services which run on Ubuntu server and are written in programming language Kotlin and Python. Services are in charge of obtaining and data processing. One of the services takes care of price prediction, the price is predicted using a LSTM neural network where each cryptocurrency has an own training model. The result of the work is a system that takes care of the whole lifecycle of the data from the acquisition, transformation and the presentation to the user. Based on acquired information from the application, the user is able to make statistically correct decisions in the cryptocurrency market without the need to constant market monitoring.
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Security mechanisms of OS Android utilizing the Kotlin language
Balaževič, Lukáš ; Mašek, Pavel (oponent) ; Zeman, Kryštof (vedoucí práce)
Mobile devices are a novelty in technological history. With technology that is evolving at such a rapid pace and growth in use, it is necessary to pay attention to security. This diploma thesis deals with the analysis of the security mechanisms used in the Android OS and the communication between the Android OS and the remote server. The aim is to examine these mechanisms and test which cryptographic methods and procedures are most advantageous in terms of security with regard to efficiency. This knowledge was used to create a demonstration system that uses selected security mechanisms and cryptographic methods.
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Security mechanisms of OS Android utilizing the Kotlin language
Balaževič, Lukáš ; Mašek, Pavel (oponent) ; Zeman, Kryštof (vedoucí práce)
Mobile devices are a novelty in technological history. With technology that is evolving at such a rapid pace and growth in use, it is necessary to pay attention to security. This diploma thesis deals with the analysis of the security mechanisms used in the Android OS and the communication between the Android OS and the remote server. The aim is to examine these mechanisms and test which cryptographic methods and procedures are most advantageous in terms of security with regard to efficiency. This knowledge was used to create a demonstration system that uses selected security mechanisms and cryptographic methods.
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Android stock market application
Balaževič, Lukáš ; Ilgner, Petr (oponent) ; Zvončák, Vojtěch (vedoucí práce)
The aim of the work is to design and implement an android application which will display parameters of cryptocurrencies, technical indicators and will predict the price based on the modern technology of machine learning. In addition to the displaying parameters, the user will be able to set up notifications. Application displays data from the Firebase database. The data are uploaded to an application from two services which run on Ubuntu server and are written in programming language Kotlin and Python. Services are in charge of obtaining and data processing. One of the services takes care of price prediction, the price is predicted using a LSTM neural network where each cryptocurrency has an own training model. The result of the work is a system that takes care of the whole lifecycle of the data from the acquisition, transformation and the presentation to the user. Based on acquired information from the application, the user is able to make statistically correct decisions in the cryptocurrency market without the need to constant market monitoring.
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