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Prediction Using Markov Model and Hidden Markov Model for the States of Banknotes

Abstract
This study aims to solve the problem of identifying the values of banknotes, and whether if they are fake or not. This problem considered one of the topics that many researchers are interested in the field of detecting banknotes values and determining whether they are fake. For this reason, Markov models were applied to identify the probabilities of banknotes values and if they are fake or not fak...
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Keywords
Hidden Markov model
Markov model
Markov chain
Variable-order Markov model
Computer science
Maximum-entropy Markov model
Hidden semi-Markov model
Econometrics
Artificial intelligence
Machine learning
Mathematics
Sustainable Development Goals (SDG)
Decent work and economic growth


pdf file

Prediction Using Markov Model and Hidden Markov Model for the States of Banknotes
pdf file

Prediction Using Markov Model and Hidden Markov Model for the States of Banknotes

Abstract
This study aims to solve the problem of identifying the values of banknotes, and whether if they are fake or not. This problem considered one of the topics that many researchers are interested in the field of detecting banknotes values and determining whether they are fake. For this reason, Markov models were applied to identify the probabilities of banknotes values and if they are fake or not fak...
View PDF
Keywords
Hidden Markov model
Markov model
Markov chain
Variable-order Markov model
Computer science
Maximum-entropy Markov model
Hidden semi-Markov model
Econometrics
Artificial intelligence
Machine learning
Mathematics
Sustainable Development Goals (SDG)
Decent work and economic growth


pdf file